A curated list of awesome directories
- Meta Directories
- Themed Directories
- Data Competitions
- Datasets
- Directory Building Tools
- Directory Promotion Tools
- General Directories
- MCP Servers
- Time Tracking
- Vector Databases
- All Awesome Lists - GitHub’s topic index page listing all public repositories tagged with the
awesometopic, effectively serving as a central directory of Awesome lists across domains. (Read more)awesome-listsmeta-directorydirectory-of-directories - apd-core - NaturalLanguage section - A curated Awesome-style sub-collection within the APD (Awesome Public Datasets) core repository that indexes multiple high‑quality natural language datasets and lexical resources via individual YAML meta files (e.g., SQuAD, Universal Dependencies, WordNet). It serves as a meta directory of links to external NLP datasets, aligning with the broader Awesome ecosystem as a directory-of-resources pattern. (Read more)
datasetsnlpdirectory-of-directories - Awesome Repositories - Awesome Repositories is a curated, GitHub-hosted collection of repositories that provide free resources, serving as a meta-directory of valuable GitHub projects. It aligns with the broader "Awesome" ecosystem by organizing and linking to multiple resource-rich repos in one place. (Read more)
meta-directorygithubcurated-lists - Awesome Search - A dedicated search engine and web interface for quickly finding and filtering GitHub Awesome lists by keyword and category. (Read more)
awesome-listsmeta-directorysearchable - Meta Awesome - Meta Awesome is a curated, hierarchical index of "awesome" lists—community-maintained directories of high‑quality resources—organized by topic (e.g., AI, Android, Algorithms, Audio). Each linked document (such as acl.md, ai.md, api.md) is itself an awesome-style collection, making this repo a meta collection for discovering other awesome lists. (Read more)
awesome-listsmeta-directorydirectory-of-directories - Meta Awesome - By Website Index - Meta Awesome is a curated meta-collection of "awesome" lists, and the "By website" index organizes links to many topic-specific awesome directories (e.g., bytecode manipulation, CMS, caching, code analysis, cryptography). Each linked markdown file is itself an awesome-style list, making this page a central entry point to the broader Awesome ecosystem. (Read more)
awesome-listsmeta-directorydirectory-of-directories - meta-awesome (Other Awesome Lists) - "Other Awesome Lists" is a section of the meta-awesome project that aggregates links to many topic-specific awesome-style directories (books, websites, PHP resources, performance, reactive programming, etc.). It serves as a hub for navigating to curated awesome lists across diverse technical subjects, fitting the overall goal of an Awesome meta collection. (Read more)
meta-directoryawesome-listsdirectory-of-directories - Track Awesome List - A web service that tracks and displays the latest updates to GitHub Awesome lists, making it easier to follow changes across multiple lists. (Read more)
meta-directorycurated-listsweb - ultimate-awesome - A meta awesome list that indexes and tracks every awesome list on every topic, including lists of awesome lists, updated daily. (Read more)
meta-directoryawesome-listsdirectory-of-directories - Yet Another Awesome List - Yet Another Awesome List (yaal) is a meta awesome list that automatically aggregates and generates curated collections of other awesome lists. It focuses on organizing topic-specific awesome directories—such as AI and large language models—into a unified, browsable catalog, making it easier to discover and navigate multiple awesome lists from one place. (Read more)
meta-directoryaiawesome-lists - AI Directories - AI Directories compiles all AI-related directories in one place, serving as a meta-directory specifically for the AI sector. (Read more)
ai-toolsdirectory-of-directoriesmeta-directoryaggregator - AI Directories (GitHub) - A curated meta-list of AI tool directories, making it easy to discover and submit AI products across various directory platforms. Directly relevant as an 'awesome directory of directories' within the AI space. (Read more)
ai-toolsmeta-directorycurated-listsgithub - Awesome - A meta-directory that curates and organizes numerous awesome lists related to libraries, tools, frameworks, and software, making it highly relevant as an 'Awesome Directory' for discovering further curated directories. (Read more)
curated-listsopen-sourcegithubmeta-directory - Awesome All - Lists of awesome frameworks, libraries, and software. This project acts as a centralized directory for various awesome lists, making it highly relevant as a directory of directories. (Read more)
meta-directorycurated-listsawesome-listsgithub - Awesome Awesome - A curated meta-list of awesome lists, serving as a directory of directories across numerous topics. Directly relevant for finding and exploring awesome directories. (Read more)
meta-directorycurated-listsawesome-listsgithub - Awesome Awesome Awesome - A curated list of curated lists of awesome lists. This repository serves as a meta-directory, directly relating to the concept of awesome directories by listing directories of awesome resources. (Read more)
meta-directorycurated-listsawesome-listsgithub - Awesome Awesomeness - A meta-directory listing of 'awesome' lists, collecting links to hundreds of awesome directories on a wide range of subjects. Highly relevant as a directory of directories. (Read more)
curated-listsmeta-directorygithubawesome-lists - Awesome Awesomes - A curated collection of awesome lists of libraries, tools, frameworks, and software for any programming language. This meta-list aggregates various awesome directories, making it directly relevant as a directory of directories. (Read more)
meta-directorycurated-listsawesome-listsgithub - Awesome Directories - A curated GitHub repository listing awesome directory websites across various fields. It serves as a meta-resource for discovering other high-quality directories relevant to many topics. (Read more)
meta-directorycurated-listsgithubdirectories - Awesome SaaS Directories - A curated GitHub repository compiling the best SaaS directory websites and platforms. It serves as a meta-directory for discovering, launching, and promoting SaaS products, making it directly relevant as an 'Awesome Directory' collection. (Read more)
saasmeta-directorycurated-listsgithub - awesome-go-repo-stats - A GitHub project that tracks and exposes daily updated statistics for repositories listed in the "awesome-go" awesome list, acting as a meta-resource around an existing awesome directory. (Read more)
awesome-listsanalyticsgo - Awesome-Lists.net - A web-based directory that aggregates and categorizes 'awesome' lists from GitHub, providing a searchable and browsable interface for discovering curated resources. (Read more)
curated-listsweb-directoryawesome-listssearchable - awesomedata/apd-core - APD Core is the central metadata repository that powers Awesome Public Datasets and related awesome-style data directories. It organizes links to open data sources—such as government portals for Vienna (Austria), Vietnam’s General Statistics Office, and U.S. Congressional Research Service reports—into structured YAML files for use in awesome collections and meta indexes. (Read more)
githubdatasetsdirectory-of-directories - Best Directories - BestDirectories.org is a comprehensive platform that aggregates and rates the best online directories, making it easy to explore and compare top-rated directories for different niches. It serves as a directory of directories. (Read more)
directory-of-directoriesratingsaggregatorweb-directory - best-of - A curated meta-directory of 'best-of' lists featuring awesome open-source projects organized across multiple topics. Serves as a central resource for discovering high-quality directory listings and collections on GitHub, making it directly relevant to 'Awesome Directories'. (Read more)
meta-directorycurated-listsopen-sourcegithub - BestDirectories - A meta-directory that serves as a directory of directories, curating and listing the best directory websites across various categories. Directly relevant as a resource for discovering awesome directories. (Read more)
directory-of-directoriescurated-listsweb-directorymeta-directory - DataChallenges - A curated directory of data-related challenges, competitions, and problem sets, organized as part of the broader Awesome-style ecosystem of collections. (Read more)
curated-listschallengesgithub - Directory of Directories - A curated GitHub repository collecting and listing meta-directories, i.e., directories of directories across various niches such as SaaS, AI, and design. Highly relevant as it directly indexes and categorizes awesome directory resources. (Read more)
meta-directorycurated-listsgithubdirectories - DirectoryHunt - A platform that aggregates and lists directory websites, helping users discover the best directories for traffic, backlinks, and exposure. Directly relevant to awesome directory collections. (Read more)
directory-of-directoriesweb-directoryaggregatorpromotion - favorite-link - An awesome-style curated collection that automatically gathers and organizes favorite open source projects and links on a daily basis. Tagged as awesome-list/awesome-lists and focused on building a directory of notable repositories and resources, with supporting RSS/feed tooling. (Read more)
awesome-listsaggregatorgithub - Find SaaS Tools - A comprehensive directory platform that aggregates over 700 directories, 2700 SaaS ideas, and other resources, making it a significant meta-directory for discovering directory listings. (Read more)
saasmeta-directorydirectoriesaggregator - fucking-awesome-awesomeness - An "awesome awesomeness" meta-collection GitHub repository that curates multiple awesome lists, including their GitHub star and fork statistics, serving as a directory of awesome directories. (Read more)
awesome-listsdirectory-of-directoriesgithub - gh-stars - An auto-updated list of sokai’s starred GitHub repositories, organized in an awesome-list style. It effectively acts as a dynamic awesome collection derived from GitHub stars, useful for discovering curated repositories. (Read more)
githubawesome-listscurated-lists - IndieLaunch - IndieLaunch provides a comprehensive list of directories across multiple categories, helping users find suitable directories for their projects or businesses. (Read more)
directory-of-directoriesstartupbusinessaggregator - jnv/lists - A 'list of lists' meta-directory, curating directories from GitHub and the web. Especially relevant as a comprehensive resource for discovering directory websites and repositories. (Read more)
meta-directorycurated-listsgithubdirectories - Jon Haveman International Trade Data Links - A curated link directory hosted by Jon Haveman that brings together many sources of international trade and tariff data. It is included in the Awesome Public Datasets economics section as an awesome‑like meta‑collection pointing to numerous trade data providers. (Read more)
meta-directoryeconomicstrade - List Of Awesome Lists - List Of Awesome Lists is a meta collection that scans and indexes a large number of awesome list repositories (130 under scanner), serving as an aggregated directory of awesome lists. (Read more)
meta-directoryawesome-listsproject-discovery - List of Directories on GitHub - A GitHub repository that specifically curates a list of directory and listing websites, making it a useful resource for finding meta-directories and niche directories. (Read more)
meta-directorycurated-listsgithubdirectories - Meta Awesome - Data Structure and Storage - A curated meta-collection within the Meta Awesome project that indexes and links to multiple awesome-style lists related to data structures, storage, and adjacent topics such as databases, data visualization, debugging, deployment, and more. It serves as a high-level directory of specialized awesome lists for data and systems engineering domains. (Read more)
meta-directorydatabaseawesome-lists - Meta Awesome - Data Structures - An awesome-style sublist in the Meta Awesome collection focused on data structures. It aggregates and organizes links to curated resources and awesome lists that cover fundamental and advanced data structures. (Read more)
meta-directorydata-structuresawesome-lists - Meta Awesome - Data Validation - A meta awesome list dedicated to data validation tooling and resources. It collects curated links to awesome lists and projects focused on validating, sanitizing, and enforcing constraints on data. (Read more)
meta-directorydata-validationawesome-lists - Meta Awesome - Data Visualization - An awesome meta-collection for data visualization resources, libraries, and tools. It indexes various awesome lists that cover charts, dashboards, visual analytics, and related visualization techniques. (Read more)
meta-directorydata-visualizationawesome-lists - Meta Awesome - Database - A focused meta awesome page for database-related awesome lists, covering general-purpose databases, concepts, and tools. It acts as an index into specialized curated lists around databases. (Read more)
databasedirectory-of-directoriesawesome-lists - Meta Awesome - Database Drivers - A meta-collection of awesome lists centered on database drivers and connectivity libraries, helping users find curated resources for connecting applications to various databases. (Read more)
meta-directorydatabasedrivers - Meta Awesome - Databases - An awesome-style directory focusing on broader database topics, aggregating multiple awesome lists related to different kinds of databases, their ecosystems, and tools. (Read more)
databasemeta-directorydeveloper-tools - Meta Awesome - Date and Time - A curated meta awesome list for date and time handling, linking to awesome lists that focus on time zones, formatting, parsing, and temporal data libraries. (Read more)
datetimedirectory-of-directoriesawesome-lists - Meta Awesome - Debug - A meta awesome page dedicated to debugging topics, indexing awesome lists and resources that help with diagnosing and fixing software issues. (Read more)
meta-directoryawesome-listsdebugging - Meta Awesome - Debugging - An awesome-style meta index for debugging-related resources and tools, collecting multiple awesome lists around debugging practices and utilities. (Read more)
meta-directorydeveloper-tools - Meta Awesome - Debugging and Profiling - A combined meta awesome page for debugging and profiling, indexing awesome lists on performance profiling, tracing, and debugging techniques and tools. (Read more)
awesome-listsdebuggingperformance - Meta Awesome - Debugging Tools - A specialized meta awesome list emphasizing debugging tools, aggregating awesome lists and curated collections of debuggers, tracers, and diagnostic utilities. (Read more)
debuggingdeveloper-toolsmeta-directory - Meta Awesome - Dependency Injection - A meta awesome directory dedicated to dependency injection frameworks and patterns, linking to curated awesome lists and resources in this area. (Read more)
dependency-injectionprogrammingmeta-directory - Meta Awesome - Dependency Management - An awesome-style meta collection of resources and awesome lists for dependency management tools, package managers, and versioning strategies. (Read more)
meta-directorydependency-managementpackage-manager - Meta Awesome - Dependency Management Extras - A complementary meta awesome page with additional and niche resources on dependency management, expanding on the main dependency management meta list. (Read more)
meta-directorydependency-managementdeveloper-tools - Meta Awesome - Deployment - A meta awesome directory for deployment-related topics, aggregating awesome lists on CI/CD, release engineering, and deployment automation tools. (Read more)
meta-directorydevopsdeployment - Meta Awesome - Design Patterns - An awesome-style meta-collection focusing on software design patterns, referencing multiple awesome lists and resources covering pattern catalogs and best practices. (Read more)
meta-directorydesignarchitecture - Meta Awesome - Desktop - A meta awesome list for desktop development and applications, indexing awesome lists related to desktop frameworks, toolkits, and apps. (Read more)
meta-directorydesktopawesome-lists - Meta Awesome - Development - A broad meta awesome directory for general software development topics, aggregating multiple awesome lists covering coding practices, tooling, and workflows. (Read more)
awesome-listsdeveloper-resourcesdirectory-of-directories - Meta Awesome - Development Environment - An awesome-style meta index centered on development environments, including editors, IDEs, terminals, and related configuration resources gathered from various awesome lists. (Read more)
meta-directorydeveloper-toolsenvironment - Meta Awesome - DevOps Tools - A curated meta awesome index of DevOps tools, collecting awesome lists that cover infrastructure automation, monitoring, CI/CD, and related DevOps practices. (Read more)
awesome-listsdevopsdirectory-of-directories - Meta Awesome - Distributed Applications - A meta awesome collection focused on distributed applications, aggregating awesome lists on microservices, distributed architectures, and related tooling. (Read more)
meta-directorydistributedmicroservices - Meta Awesome - Distributed Databases - A specialized meta awesome page indexing awesome lists about distributed databases, replication, sharding, and large-scale data storage systems. (Read more)
meta-directorydatabasedistributed - Meta Awesome - Distributed Systems - An awesome meta-directory dedicated to distributed systems, collecting links to awesome lists covering consensus, fault tolerance, scalability, and distributed algorithms. (Read more)
meta-directorydistributedawesome-lists - Meta Awesome - Distribution - A meta awesome index for software and package distribution topics, referencing awesome lists that cover distribution channels, packaging formats, and artifact delivery. (Read more)
awesome-listsdistributiondirectory-of-directories - Meta Awesome - Docs - An awesome-style meta list for documentation-related tools and resources, aggregating awesome lists around doc generators, formats, and workflows. (Read more)
awesome-listsmeta-directorydocumentation - Meta Awesome - Document Processing - A curated meta awesome directory for document processing, indexing awesome lists on parsing, converting, and transforming documents and text formats. (Read more)
documentsdirectory-of-directoriesawesome-lists - Meta Awesome - Documentation - A meta awesome list dedicated to documentation practices and tools, referencing multiple awesome lists covering technical writing, doc tooling, and best practices. (Read more)
documentationdirectory-of-directoriesawesome-lists - Meta Awesome - Domain - An awesome-style meta-collection indexed under 'Domain', likely organizing awesome lists that focus on domain-driven design or domain-specific development topics. (Read more)
meta-directoryawesome-listsdirectory-of-directories - Meta Awesome - Downloading and Serving - A meta awesome directory for downloading and serving content, linking to awesome lists that cover file serving, static hosting, and related tooling. (Read more)
meta-directoryhostingweb - Meta Awesome - Drawing - An awesome-style meta list focusing on drawing, graphics, and rendering libraries and tools, aggregating related awesome lists. (Read more)
meta-directorydesign - Meta Awesome - Dynamic Analysis - A meta awesome collection centered on dynamic analysis tools and techniques, indexing awesome lists on runtime analysis, fuzzing, instrumentation, and similar topics. (Read more)
meta-directoryanalysissecurity - Meta Awesome - ECMAScript - An awesome-style meta directory specifically for ECMAScript/JavaScript topics, aggregating awesome lists covering JS tools, libraries, and ecosystem resources. (Read more)
meta-directoryjavascriptawesome-lists - Meta Awesome - Editor Plugins - A meta awesome index of editor plugins, collecting awesome lists that focus on plugins and extensions for various code editors. (Read more)
pluginseditordirectory-of-directories - Meta Awesome - Editors - A curated meta awesome list focused on text editors, linking to awesome collections about editors, configurations, and usage tips. (Read more)
meta-directoryeditorawesome-lists - Meta Awesome - Editors and IDE - A curated sub-list within the meta-awesome collection that indexes awesome lists related to code editors and integrated development environments (IDEs). It serves as a directory of specialized awesome lists for tools developers use to write and manage code. (Read more)
editordeveloper-toolsdirectory-of-directories - Meta Awesome - Embeddable Scripting Languages - An awesome-style index of curated lists about embeddable scripting languages, aggregating multiple awesome lists under this topic. (Read more)
meta-directoryprogramming-languagesembedded - Meta Awesome - Errors and Exception Handling - Closely related to the error-handling entry, this meta-awesome document indexes awesome lists about errors and exception handling across languages and frameworks. (Read more)
meta-directoryerrorsawesome-lists - Meta Awesome - Eventhandling - An additional meta-awesome entry focused on awesome lists about event handling patterns, libraries, and architectures. (Read more)
awesome-listsmeta-directorydeveloper-tools - Meta Awesome - Examples and Funny Stuff - A meta-awesome page that aggregates awesome lists featuring example projects, playful experiments, and humorous or entertaining software resources. (Read more)
meta-directoryfunexamples - Meta Awesome - Extensions - An awesome meta-directory listing awesome collections about extensions, such as browser, editor, or tool extensions. (Read more)
pluginsdirectory-of-directoriesawesome-lists - Meta Awesome - File Uploading - A curated meta-awesome category for awesome lists surrounding file uploading libraries, services, and best practices. (Read more)
meta-directoryweb-developmentapis - Meta Awesome - Formulars - A meta-awesome category (variant naming of Forms) that indexes awesome lists on form handling and related utilities. (Read more)
meta-directoryweb-developmentawesome-lists - Meta Awesome - Frameworks - A central meta-awesome directory indexing awesome lists for full-stack and specialized software frameworks across ecosystems. (Read more)
frameworkdirectory-of-directoriesawesome-lists - Meta Awesome - Functional Programming - A meta-awesome document aggregating awesome lists dedicated to functional programming languages, paradigms, and ecosystems. (Read more)
meta-directoryfunctional-programmingawesome-lists - Meta Awesome - Geospatial - A meta-awesome page indexing awesome lists focusing on geospatial analysis, GIS tools, and mapping libraries. (Read more)
gisgeospatialdirectory-of-directories - Meta Awesome - Getting Started - An introductory meta-awesome document listing awesome collections aimed at beginners and onboarding resources for various technologies. (Read more)
educationbeginnersdirectory-of-directories - Meta Awesome - Git Tools - A meta-awesome document collecting awesome lists focused on tooling built around Git, including GUIs, integrations, and automation utilities. (Read more)
meta-directorygitdeveloper-tools - Meta Awesome - Go Compilers - An Awesome-style directory within Meta Awesome cataloging Go language compilers and related compiler toolchains. (Read more)
meta-directorygolangcompilers - Meta Awesome - Goroutines - A focused Awesome sublist in Meta Awesome collecting resources about Go goroutines, concurrency patterns, and tooling. (Read more)
awesome-listsgoconcurrency - Meta Awesome - Hardware - A curated Awesome directory inside Meta Awesome for hardware-related resources, tools, and references. (Read more)
awesome-listsmeta-directoryhardware - Meta Awesome - Hex Editors - An Awesome-style list in Meta Awesome dedicated to hex editors and related binary inspection tools. (Read more)
awesome-liststoolshex-editors - Meta Awesome - High Performance - An Awesome collection within Meta Awesome focused on high-performance computing, optimization tools, and performance tuning resources. (Read more)
awesome-listshigh-performanceoptimization - Meta Awesome - HTML - An Awesome-style index in Meta Awesome that aggregates libraries, tools, and learning resources related to HTML. (Read more)
meta-directoryhtmlweb-development - Meta Awesome - HTTP - An Awesome-format collection in Meta Awesome covering HTTP clients, servers, libraries, and protocol tools. (Read more)
meta-directoryhttpweb-development - Meta Awesome - Hypermedia Types - A Meta Awesome sublist in Awesome format that catalogs hypermedia types, specifications, and related tools. (Read more)
awesome-listshypermediaapis - Meta Awesome - i18n - A Meta Awesome subdirectory that curates awesome lists and resources related to internationalization (i18n), localization, and language support tooling. (Read more)
meta-directorydeveloper-resources - Meta Awesome - IDE - An Awesome-style list under Meta Awesome centered on Integrated Development Environment (IDE) tools and resources (singular-focused page). (Read more)
meta-directorydeveloper-toolside - Meta Awesome - IDEs - A broader Awesome-format directory within Meta Awesome that collects multiple IDEs and related tooling. (Read more)
meta-directorydeveloper-toolside - Meta Awesome - Imagery - An Awesome-style sublist in Meta Awesome focused on imagery processing, generation, and manipulation resources. (Read more)
meta-directoryimagesgraphics - Meta Awesome - Images - A companion Awesome list in Meta Awesome covering tools, libraries, and resources for working with images. (Read more)
meta-directoryimagesgraphics - Meta Awesome - Infrastructure - An Awesome directory within Meta Awesome aggregating infrastructure, DevOps, and platform-related tools and resources. (Read more)
awesome-listsdevopsinfrastructure - Meta Awesome - Input - An Awesome-style collection in Meta Awesome covering input methods, devices, and input-handling libraries. (Read more)
meta-directoryinputdeveloper-tools - Meta Awesome - Integrated Development Environment - An Awesome-format page in Meta Awesome dedicated to Integrated Development Environments, overlapping with but distinct from the IDE/IDEs pages. (Read more)
awesome-listsidedeveloper-tools - Meta Awesome - Integration - A Meta Awesome Awesome-style list that collects tools, patterns, and platforms for system and service integration. (Read more)
awesome-listsintegrationsystems - Meta Awesome - Internationalisation and Localisation - An Awesome directory in Meta Awesome that focuses on internationalisation and localisation (I18n/L10n) resources and tools (British spelling). (Read more)
awesome-listslocalizationdeveloper-tools - Meta Awesome - Internationalization - The American-spelling counterpart Awesome list in Meta Awesome for internationalization resources, libraries, and tooling. (Read more)
awesome-listslocalizationdeveloper-tools - Meta Awesome - JSON - An Awesome-format sublist within Meta Awesome that aggregates JSON-related tools, libraries, and references. (Read more)
meta-directoryjsondeveloper-tools - Meta Awesome - JSON Processing - A complementary Awesome directory in Meta Awesome focused specifically on JSON processing libraries, parsers, and tooling. (Read more)
awesome-listsjsondeveloper-tools - Meta Awesome - JVM and JDK - An Awesome sublist under Meta Awesome covering the Java Virtual Machine, Java Development Kit, and related tooling. (Read more)
awesome-listsjavajvm - Meta Awesome - Languages - An Awesome-style index in Meta Awesome cataloging programming languages and language-related resources. (Read more)
awesome-listsmeta-directoryprogramming-languages - Meta Awesome - Lexical analysis - An Awesome-format list within Meta Awesome focusing on lexical analysis tools, parsers, and related resources. (Read more)
awesome-listscompilerparsing - Meta Awesome - Libraries - A Meta Awesome Awesome-style page listing software libraries across domains, acting as a library-focused index. (Read more)
awesome-listsmeta-directorylibraries - Meta Awesome - Lighting - An Awesome directory inside Meta Awesome aggregating resources and tools related to lighting, rendering, and illumination. (Read more)
awesome-listsmeta-directorygraphics - Meta Awesome - Logging - An Awesome-format list in Meta Awesome devoted to logging frameworks, tools, and best-practice resources. (Read more)
meta-directoryloggingobservability - Meta Awesome - Mac Decrypt - An Awesome-style collection within Meta Awesome for Mac decryption utilities, tools, and references. (Read more)
awesome-listssecuritymacos - Meta Awesome - Machine Learning - A Meta Awesome Awesome directory focusing on machine learning libraries, frameworks, and educational resources. (Read more)
awesome-listsmachine-learningdata-science - Meta Awesome - Macros - An Awesome-format page in Meta Awesome that catalogs macro systems, macro libraries, and related tooling. (Read more)
meta-directorymacrosdeveloper-tools - Meta Awesome - Mail - An Awesome-style list in Meta Awesome collecting tools, libraries, and services related to email and messaging via mail protocols. (Read more)
meta-directorycommunicationdeveloper-tools - Meta Awesome - Markdown - An Awesome directory under Meta Awesome focusing on Markdown parsers, editors, tools, and related resources. (Read more)
awesome-listsmeta-directorymarkdown - Meta Awesome - Markup - An Awesome-format sublist in Meta Awesome listing markup languages, tools, and markup-related resources beyond Markdown alone. (Read more)
meta-directorymarkupdocuments - Meta Awesome - Math - An Awesome-style collection within Meta Awesome aggregating mathematical libraries, tools, and educational resources. (Read more)
meta-directorymatheducation - Meta Awesome - Media - An Awesome directory in Meta Awesome focusing on media processing, playback, encoding, and related tools. (Read more)
meta-directorymediaaudio - Meta Awesome - Menus - An Awesome-format list under Meta Awesome for UI menus, navigation components, and related libraries. (Read more)
meta-directoryuicomponents - Meta Awesome - Message Queues - A Meta Awesome Awesome-style sublist centered on message queue systems, brokers, and related tooling. (Read more)
awesome-listsqueuedistributed - Meta Awesome - Messaging - An Awesome directory in Meta Awesome for messaging protocols, platforms, and communication libraries. (Read more)
awesome-listsmeta-directorymessaging - Meta Awesome - Micro Framework Extras - An Awesome-style complement list under Meta Awesome that focuses on extensions and extras around micro frameworks. (Read more)
awesome-listsframeworkextensions - Meta Awesome - Micro Frameworks - A curated sublist in the meta-awesome collection that indexes awesome lists and resources related to micro frameworks across ecosystems. (Read more)
meta-directoryframeworkawesome-lists - Meta Awesome - Middlewares - A meta-awesome document that organizes awesome lists and resources about middleware components and patterns. (Read more)
meta-directorybackendintegration - Meta Awesome - Miscellaneous Plugins - Meta-awesome listing dedicated to awesome lists and resources about miscellaneous plugins and extensions. (Read more)
meta-directorypluginsawesome-lists - Meta Awesome - Miscellaneous Resources - An index of assorted awesome resources and lists that complement the main meta-awesome categories. (Read more)
meta-directoryawesome-listsresources - Meta Awesome - Mobile - A meta-awesome subdirectory collecting awesome lists and resources for mobile development and related tooling. (Read more)
meta-directorymobileawesome-lists - Meta Awesome - Modals and Popups - Part of meta-awesome that aggregates awesome lists related to UI modals, popups, and overlay components. (Read more)
meta-directoryuiweb-development - Meta Awesome - Music and Audio Editors - A meta-awesome subpage listing awesome collections of music and audio editing tools and libraries. (Read more)
meta-directoryaudiomusic - Meta Awesome - Native - Meta-awesome category aggregating awesome lists about native development environments and tooling. (Read more)
meta-directorynativeawesome-lists - Meta Awesome - Native Implemented Functions - A document in the meta-awesome project collecting awesome lists around native implemented functions and low-level integrations. (Read more)
meta-directorylow-levelprogramming - Meta Awesome - Object - A meta-awesome category that organizes awesome lists pertaining to object abstractions and related programming resources. (Read more)
meta-directoryprogrammingawesome-lists - Meta Awesome - Office - Meta-awesome document collecting awesome lists for office software, productivity suites, and document tooling. (Read more)
meta-directoryproductivitysoftware - Meta Awesome - Official - A section in meta-awesome that indexes official awesome lists and primary resources maintained by core teams or organizations. (Read more)
meta-directoryofficialawesome-lists - Meta Awesome - Official Links - Meta-awesome page listing official links related to various awesome lists, projects, and maintainers. (Read more)
officialdirectory-of-directoriesawesome-lists - Meta Awesome - Online Storage - A meta-awesome category that indexes awesome lists focused on online storage, cloud file services, and related tooling. (Read more)
cloudstoragedirectory-of-directories - Meta Awesome - OpenGL - Meta-awesome section listing awesome collections for OpenGL graphics programming and related tools and learning resources. (Read more)
meta-directorygraphicsawesome-lists - Meta Awesome - Operating Systems - A document in meta-awesome aggregating awesome lists dedicated to operating systems, kernels, and OS-level tools. (Read more)
meta-directoryoperating-systemssystem - Meta Awesome - ORM - Meta-awesome category that indexes awesome lists on ORM (Object-Relational Mapping) tools and frameworks. (Read more)
awesome-listsmeta-directorydatabase - Meta Awesome - ORM and Datamapping - A meta-awesome document aggregating awesome lists related to ORM and data mapping patterns and libraries. (Read more)
ormdatabasedirectory-of-directories - Meta Awesome - Other Books - Meta-awesome subpage aggregating awesome lists of books and reading materials that complement other technical categories. (Read more)
meta-directorybooksresources - Meta Awesome - Other Websites - A meta Awesome directory that aggregates other curated website lists, helping users discover additional Awesome-style collections of high-quality sites across different domains. (Read more)
meta-directoryawesome-listswebsites - Meta Awesome - OTP - Meta-awesome section listing awesome collections for OTP (One-Time Password) and possibly Erlang/Elixir OTP-related resources. (Read more)
awesome-listsmeta-directorysecurity - Meta Awesome - PaaS - An Awesome-style meta list within Meta Awesome that aggregates curated Awesome directories and resource lists about Platform-as-a-Service (PaaS) technologies. (Read more)
meta-directorypaascloud - Meta Awesome - Package Management - A meta Awesome directory focused on curated Awesome lists and collections around package management concepts, tools, and ecosystems. (Read more)
awesome-listspackage-managerdeveloper-tools - Meta Awesome - Package Managers - A Meta Awesome sublist aggregating Awesome-style directories and curated lists of package manager tools across multiple platforms and languages. (Read more)
awesome-listspackage-managerdeveloper-tools - Meta Awesome - Packages - An Awesome-style meta collection that indexes other curated lists of software packages and libraries, serving as a higher-level directory for package-related Awesome lists. (Read more)
awesome-listsmeta-directorypackages - Meta Awesome - Passwords - A Meta Awesome page that likely aggregates Awesome-style lists and curated resources on password security, management, and best practices, as part of a broader meta-directory. (Read more)
awesome-listssecuritypasswords - Meta Awesome - PDF - An Awesome-style list within the Meta Awesome project focusing on curated PDF resources and collections, likely including other PDF-based Awesome lists or high-quality PDF compilations. (Read more)
meta-directoryawesome-listsdocuments - Meta Awesome - People - An Awesome-inspired meta directory that collects curated lists and Awesome repositories focused on notable people, contributors, or experts across various fields. (Read more)
meta-directorypeoplecommunity - Meta Awesome - People to Follow - A Meta Awesome sublist that aggregates Awesome-style collections of recommended people to follow (e.g., on GitHub or social platforms) for learning and staying current in specific domains. (Read more)
awesome-listspeopleresources - Meta Awesome - Performance - An Awesome-style meta collection that indexes other curated lists related to software and system performance, performance tuning, and optimization resources. (Read more)
awesome-listsperformanceoptimization - Meta Awesome - Performance Analysis - A Meta Awesome directory linking to Awesome-style lists and curated collections focusing on performance analysis tools, methodologies, and case studies. (Read more)
awesome-listsperformanceanalysis - Meta Awesome - PHP - A Meta Awesome sublist that collects Awesome-style directories and curated resources related to PHP, serving as a meta-index for PHP-focused Awesome lists and materials. (Read more)
meta-directoryphpprogramming - Meta Awesome - PHP Books - An Awesome-style meta collection within Meta Awesome that aggregates curated lists of PHP books and book-centric resources, rather than individual books themselves. (Read more)
awesome-listsmeta-directoryphp - Meta Awesome - PHP Installation - A Meta Awesome directory page that curates Awesome-style guides and lists related to PHP installation, acting as a meta resource for installation how-tos and tool collections. (Read more)
awesome-listsphpdocumentation - Meta Awesome - PHP Internals Reading - An Awesome-style meta list focused on curated reading lists and Awesome directories about PHP internals and engine architecture. (Read more)
awesome-listsphpdocumentation - Meta Awesome - PHP Magazines - A Meta Awesome page aggregating Awesome-style lists or curated directories of PHP-related magazines and periodicals. (Read more)
awesome-listsmeta-directoryphp - Meta Awesome - PHP Podcasts - A meta directory within Meta Awesome that points to Awesome-style lists and curated collections of PHP podcasts, rather than individual shows. (Read more)
awesome-listsmeta-directoryphp - Meta Awesome - PHP Reading - An Awesome-inspired meta list that organizes curated reading lists and Awesome directories specific to PHP articles, guides, and references. (Read more)
awesome-listsmeta-directoryphp - Meta Awesome - PHP Videos - A Meta Awesome section collecting Awesome-style lists and curated directories of PHP-related video content, tutorials, and screencasts. (Read more)
awesome-listsmeta-directoryphp - Meta Awesome - PHP Websites - A meta collection of Awesome-style lists highlighting curated PHP-related websites, frameworks, documentation hubs, and portals. (Read more)
awesome-listsmeta-directoryphp - Meta Awesome - Physics - An Awesome-inspired meta list that aggregates curated Awesome directories and resource lists centered on physics, educational materials, and scientific tools. (Read more)
meta-directoryphysicsscience - Meta Awesome - Platform - A Meta Awesome section that serves as a meta-directory for platform-related Awesome lists, likely covering OS, runtime, and infrastructure platforms. (Read more)
awesome-listsmeta-directoryplatform - Meta Awesome - Plugins - An Awesome-style meta collection that indexes other curated lists of plugins and extensions across ecosystems, providing an entry point into plugin-related Awesome repositories. (Read more)
meta-directorypluginsextensions - Meta Awesome - Podcasts - A Meta Awesome page that aggregates Awesome-style curated lists of podcasts across different domains, acting as a higher-level directory of podcast-related Awesome lists. (Read more)
awesome-listsmeta-directorypodcasts - Meta Awesome - Presentation - An Awesome-inspired meta list within Meta Awesome that curates other Awesome directories and resource lists related to creating and delivering presentations. (Read more)
awesome-listsmeta-directorypresentation - Meta Awesome - Processes and Threads - A Meta Awesome sublist that aggregates Awesome-style directories and curated collections about processes, threads, concurrency, and related systems topics. (Read more)
awesome-listsconcurrencysystems - Meta Awesome - Programming Languages - An Awesome-style meta collection that indexes other Awesome repositories and curated lists dedicated to specific programming languages and language ecosystems. (Read more)
awesome-listsprogramming-languagesdirectory-of-directories - Meta Awesome - Protocols - A Meta Awesome directory aggregating Awesome-style lists about network protocols, communication standards, and related tooling. (Read more)
awesome-listsnetworkingprotocols - Meta Awesome - Publishing - An Awesome-inspired meta list focusing on curated Awesome directories and collections about publishing workflows, tools, and platforms. (Read more)
awesome-listsmeta-directorypublishing - Meta Awesome - Queue - A Meta Awesome sublist that collects Awesome-style curated lists and directories about queuing systems, message brokers, and asynchronous processing. (Read more)
meta-directoryqueueasync - Meta Awesome - Reactive Libraries - An Awesome-inspired meta collection listing other curated directories and Awesome repositories for reactive programming libraries and toolkits. (Read more)
awesome-listsreactive-programminglibraries - Meta Awesome - Reactive Programming - A Meta Awesome section that aggregates Awesome-style directories and curated lists focused on reactive programming paradigms, patterns, and libraries. (Read more)
awesome-listsreactive-programmingpatterns - Meta Awesome - Reading - A Meta Awesome page that serves as a meta-directory for curated reading lists and Awesome repositories covering a broad range of topics. (Read more)
meta-directoryreadingresources - Meta Awesome - Refactoring - An Awesome-style meta list within Meta Awesome aggregating curated directories and Awesome resources about refactoring techniques, patterns, and code quality practices. (Read more)
awesome-listsrefactoringcode-quality - Meta Awesome - REST - An Awesome-style meta directory that aggregates other curated lists and Awesome repositories related to REST architectural style, principles, and best practices. (Read more)
meta-directoryrestapis - Meta Awesome - REST and API - An Awesome-inspired meta list within Meta Awesome that aggregates curated directories and Awesome repositories about REST and broader API design and implementation topics. (Read more)
awesome-listsapisrest - Meta Awesome - REST Frameworks - A Meta Awesome page that indexes Awesome-style lists and curated directories of REST frameworks and libraries for building APIs. (Read more)
awesome-listsapisframework - Meta Awesome - RESTful - A Meta Awesome sublist that collects Awesome-style lists focused on RESTful systems, design patterns, and best practices. (Read more)
meta-directoryrestapis - Meta Awesome - Topic Index (T-W) - A section of the Meta Awesome collection that indexes and links to individual Awesome-style lists for topics starting with T through W (e.g., Tables, Tagging, Talks, Task Runners, Testing, Web Frameworks). Each linked markdown document is itself a curated directory of Awesome lists or resources for that topic area, making this page part of a meta-collection of Awesome directories. (Read more)
directory-of-directoriesawesome-listscategorized - Meta Awesome - Web - A broad meta awesome index within the Meta Awesome project that aggregates multiple awesome lists related to web technologies in general. (Read more)
meta-directoryweb - Meta Awesome - Web Frameworks - A focused awesome-style directory under the Meta Awesome collection that lists awesome resources and secondary awesome lists specifically about web frameworks. (Read more)
webframeworkdirectory-of-directories - Meta Awesome - Web Servers - An awesome meta-list within the Meta Awesome project that catalogs awesome lists and resources related to web servers, making it easier to discover curated content in this niche. (Read more)
meta-directoryserverawesome-lists - Meta Awesome - Web Tools - A meta awesome directory that indexes awesome lists and curated resources for web development tools, providing a central hub for related awesome collections. (Read more)
meta-directoryweb-development - Meta Awesome - Websites - An awesome meta-directory in the Meta Awesome collection that aggregates curated lists focused on useful, interesting, or specialized websites. (Read more)
meta-directorywebsitesawesome-lists - Meta Awesome - WebSocket - A specialized meta awesome list collecting awesome resources and sub-lists related to WebSocket technologies, libraries, and tools. (Read more)
meta-directorywebnetworking - Meta Awesome - Wikis - A meta awesome list gathering awesome directories and resources about wikis, including wiki engines, platforms, and notable curated wiki-based content. (Read more)
awesome-listsmeta-directorywikis - Meta Awesome - Workflow - A curated meta awesome entry that indexes awesome lists and resources related to workflows, automation, and process management tools. (Read more)
awesome-listsmeta-directoryproductivity - Meta Awesome - Writings - An awesome meta-collection within Meta Awesome that organizes awesome lists and curated resources focused on writing, technical writing, and related content-focused tools. (Read more)
awesome-listsmeta-directorywikis - Meta Awesome - XML - A specialized meta awesome directory that collects awesome lists and resources centered around XML technologies, tools, and libraries. (Read more)
meta-directoryxmlawesome-lists - Meta Awesome - YAML - A meta awesome list focusing on YAML, aggregating awesome directories and curated resources about YAML tooling, parsers, and best practices. (Read more)
meta-directorydeveloper-resources - meta-awesome - Microservice - Part of the meta-awesome directory aggregating awesome lists focused on microservice architectures, tools, and resources. (Read more)
awesome-listsmicroservicesdirectory-of-directories - meta-awesome - Misc - A miscellaneous section of the meta-awesome project collecting assorted awesome lists that do not fit other specific categories. (Read more)
meta-directorycurated-listsawesome-lists - meta-awesome - Miscellaneous - A broader miscellaneous index within meta-awesome, pointing to various awesome lists and resources across domains. (Read more)
meta-directoryawesome-lists - meta-awesome - Modules - A meta-awesome document listing awesome collections focused on modules, modularization patterns, and related libraries. (Read more)
meta-directorydeveloper-resourcesawesome-lists - meta-awesome - Monitoring - Meta-awesome category that indexes awesome lists and resources about monitoring, observability, and related tools. (Read more)
meta-directorymonitoring - meta-awesome - Multimedia and File Formats - A section of meta-awesome aggregating awesome lists that cover multimedia handling and file format tooling. (Read more)
meta-directorymultimediaawesome-lists - meta-awesome - Music - Meta-awesome index of awesome lists and resources related to music, audio, and sound processing. (Read more)
meta-directorymusicaudio - meta-awesome - Natural Language Processing - Meta-awesome subdirectory that indexes awesome lists related to natural language processing tools, libraries, and resources. (Read more)
meta-directorynlpawesome-lists - meta-awesome - Navigation - Part of meta-awesome aggregating awesome lists about navigation systems, routing, and related UI/UX components. (Read more)
navigationuimeta-directory - meta-awesome - Networking - Meta-awesome category listing awesome collections that focus on networking protocols, libraries, and tools. (Read more)
meta-directorynetworking - meta-awesome - Newsletters - A section of the meta-awesome project indexing awesome newsletters and curated email resources across technical domains. (Read more)
meta-directorycurated-listsdeveloper-resources - meta-awesome - NoSQL - Meta-awesome subpage collecting awesome lists and resources focused on NoSQL databases and ecosystems. (Read more)
meta-directorynosqldatabase - meta-awesome - Note - A notes-related meta-awesome document aggregating awesome lists and resources around note-taking tools, systems, and practices. (Read more)
meta-directoryproductivityawesome-lists - meta-awesome - Notifications - Meta-awesome category organizing awesome lists for notification systems, libraries, and services. (Read more)
meta-directorydeveloper-resources - meta-awesome - Numbers - A meta-awesome document that indexes awesome lists dealing with numeric computing, number handling, and related utilities. (Read more)
meta-directorymathawesome-lists - meta-awesome - Offline - Meta-awesome subdirectory aggregating awesome lists of tools and resources that work offline or support offline-first workflows. (Read more)
meta-directoryofflineawesome-lists - meta-awesome - OOP Advanced - Part of meta-awesome listing awesome resources and collections on advanced object-oriented programming concepts and patterns. (Read more)
awesome-listsoopdirectory-of-directories - meta-awesome - OOP Fundamentals - A meta-awesome subpage aggregating awesome lists about fundamental object-oriented programming principles and learning materials. (Read more)
oopprogrammingmeta-directory - meta-awesome - Orchestration - Meta-awesome category indexing awesome lists about orchestration platforms, schedulers, and automation frameworks. (Read more)
meta-directorydevops - meta-awesome - Other - A general-purpose 'Other' section in meta-awesome holding awesome lists that do not fall neatly into predefined categories. (Read more)
meta-directorydirectory-of-directoriescurated-lists - meta-awesome: Email - A meta-awesome document collecting links to awesome lists focused on email technologies, clients, libraries, and related tools. (Read more)
meta-directoryawesome-listscommunication - meta-awesome: Embedded Systems - A meta-awesome page that aggregates awesome lists related to embedded systems development, hardware platforms, and tooling. (Read more)
meta-directoryembedded - meta-awesome: Encoding and Compression - Curated entry in the meta-awesome collection listing awesome directories dedicated to encoding, compression algorithms, and related libraries. (Read more)
awesome-listscompressiondirectory-of-directories - meta-awesome: Entity - A meta-awesome category file that links to awesome lists concerning entities (such as entity-component systems or domain entities), providing a higher-level index. (Read more)
meta-directorydirectory-of-directoriesgithub - meta-awesome: Environment Management - An awesome meta-collection document referencing awesome lists about environment management tools (e.g., version managers, environment switchers). (Read more)
meta-directorydeveloper-toolsawesome-lists - meta-awesome: Error Handling - A meta-awesome file aggregating awesome lists centered on error handling concepts, patterns, and tooling in software development. (Read more)
meta-directorydeveloper-resourcesawesome-lists - meta-awesome: Event - A meta-awesome index file for awesome lists that deal with event-based programming, event models, and related tooling. (Read more)
meta-directorydeveloper-resourcesawesome-lists - meta-awesome: Events - A broader meta-awesome category collecting awesome directories related to events, including event-driven systems and event processing tools. (Read more)
meta-directorydirectory-of-directoriesgithub - meta-awesome: Feeds - A meta-awesome document indexing awesome lists focused on feeds, syndication formats, RSS/Atom tooling, and feed-related services. (Read more)
meta-directoryrssawesome-lists - meta-awesome: Files - A meta-awesome entry that aggregates awesome lists related to file operations, file handling libraries, and file-system utilities. (Read more)
meta-directorydeveloper-toolsawesome-lists - meta-awesome: Files and Directories - An awesome-style meta index collecting awesome lists specifically about file and directory manipulation tools and libraries. (Read more)
meta-directorydeveloper-tools - meta-awesome: Filtering and Validation - A meta-awesome document listing awesome directories focused on data filtering, input validation, and related libraries and frameworks. (Read more)
awesome-listsvalidationdirectory-of-directories - meta-awesome: Financial - A meta-awesome category file that aggregates awesome lists relating to finance, fintech, quantitative tools, and financial data processing. (Read more)
financialmeta-directory - meta-awesome: For Developers - A broad meta-awesome collection indexing awesome lists that are generally useful for software developers, spanning tools, practices, and resources. (Read more)
awesome-listsdeveloper-resourcesdirectory-of-directories - meta-awesome: Formal Verification - A meta-awesome entry that aggregates awesome lists about formal verification, theorem proving, and correctness-by-construction tooling. (Read more)
meta-directoryawesome-listsprogramming - meta-awesome: Forms - A curated meta-awesome document collecting awesome lists dedicated to form handling, UI forms, and related libraries or frameworks. (Read more)
meta-directoryweb-developmentawesome-lists - meta-awesome: Forms and Templates - An awesome meta index focusing on awesome lists about forms combined with templating systems and view-layer tools. (Read more)
awesome-listsweb-developmentdirectory-of-directories - meta-awesome: Framework Components - A meta-awesome page that aggregates awesome lists centered around reusable framework components and modular building blocks. (Read more)
meta-directoryframeworkawesome-lists - meta-awesome: Framework Extras - An awesome meta-collection of lists that cover auxiliary or add-on tools and extras for various software frameworks. (Read more)
meta-directoryframeworkdeveloper-tools - meta-awesome: Front End Frameworks - A focused meta-awesome entry listing awesome collections about front-end frameworks, UI libraries, and client-side stacks. (Read more)
meta-directoryfrontend - meta-awesome: Game Development - A meta-awesome index that aggregates awesome lists related to game development frameworks, engines, tooling, and learning resources. (Read more)
meta-directorygames - meta-awesome: Games - A meta-awesome file collecting awesome lists about games themselves, including open-source games, catalogs, and playful projects. (Read more)
meta-directorygamesawesome-lists - meta-awesome: Geolocation - A curated meta-awesome document referencing awesome lists about geolocation APIs, libraries, and location-based tooling. (Read more)
gisgeospatialmeta-directory - meta-awesome: Get Apps - A meta-awesome directory that aggregates awesome lists for application discovery, app catalogs, and installation resources. (Read more)
meta-directoryappsawesome-lists - meta-awesome: Git - A meta-awesome entry that aggregates awesome lists about Git usage, workflows, advanced features, and educational material. (Read more)
meta-directoryawesome-listsgit - meta-awesome: GUI - A meta-awesome category listing awesome directories about graphical user interface frameworks, toolkits, and libraries. (Read more)
meta-directoryawesome-listsgui - OpenDataSoft list of open data portals - A large curated directory of approximately 1,600 open data portals worldwide, compiled by OpenDataSoft. It serves as a meta-collection of government and institutional open data sites, making it relevant as an "awesome"-style list for discovering open data sources across countries and cities. (Read more)
open-datadatasetsdirectory-of-directories - stars - A personal, curated collection of starred GitHub repositories organized as an awesome-style list, aggregating interesting tools and resources across many topics. (Read more)
awesome-listsgithubcurated-lists - Top AI Directories - A curated meta-list of the best AI tool directories, designed to help users discover and submit AI products. This resource serves as an awesome directory of directories, making it directly relevant for anyone seeking comprehensive listings of AI-related directory websites. (Read more)
ai-toolsmeta-directorycurated-listsgithub - Uneed Directories - Uneed Directories is a curated collection of directories designed to help you promote your startup, side project, or business. It directly aggregates multiple directory resources. (Read more)
directory-of-directoriesstartuppromotionaggregator - Web Framework - A section of the meta-awesome collection that indexes awesome lists related to web frameworks and associated technologies. It acts as a hub pointing to curated sublists such as web frameworks, web servers, tools, and related web topics. (Read more)
web-developmentawesome-listsdeveloper-resources - Yo.directory - Yo.directory is a meta-directory that lists other directories, allowing users to discover new directories across various niches. It is directly relevant as a directory of directories. (Read more)
directory-of-directoriesmeta-directoryweb-directoryaggregator
- Awesome 3D Semantic City Models - A curated awesome-style list of open 3D semantic city and region models (e.g., CityGML datasets), providing a centralized directory of high-quality 3D urban data sources. (Read more)
gisdatasets3d - Awesome Chinese LLM - An awesome-style curated list of open-source Chinese large language models, focused on smaller-scale models suitable for private deployment, along with domain-specific fine-tunes, applications, datasets, and tutorials. (Read more)
aillmopen-source - Awesome Data - Biology Datasets (Meta) - A curated Awesome-style collection of biological and genomics datasets, including ENCODE, EMPIAR, Ensembl Genomes, GEO, Gene Ontology, GloBI, LINCS, HGDP, HMP, ICOS PSP Benchmark, HapMap, JCB DataViewer (via BioStudies), and KEGG. Each entry links out to the primary dataset resource along with a corresponding YAML metadata file in the awesomedata/apd-core GitHub repository, making this part of a larger meta collection of Awesome data directories. (Read more)
datasetsbiologyresearch - Awesome Data – Image Processing Datasets - A curated awesome-style collection of image processing and computer vision datasets, hosted under the Awesome Data (apd-core) project. The listed datasets (e.g., ImageNet, KITTI, Danbooru, DukeMTMC) are part of this meta awesome directory of specialized data resources. (Read more)
datasetscomputer-visionawesome-lists - Awesome Public Datasets - Economics Collection - A curated subset of the Awesome Public Datasets meta-collection, focusing on economics-related data sources such as macroeconomic indicators, trade statistics, productivity, corporate registries, and long-run historical series. This portion of the awesome list aggregates high‑quality, openly accessible economics datasets useful for research, data science, and policy analysis. (Read more)
datasetseconomicsresearch - Awesome Public Datasets - Energy - A curated Awesome-style subdirectory under the Awesome Public Datasets project focusing on Energy-related datasets (e.g., AMPds, BLUEd, COMBED, DBFC, ECO, Global Power Plant Database). It aggregates and links to high-quality, structured energy datasets useful for research and data science. (Read more)
datasetsenergyresearch - Awesome Public Datasets - Government Section - A curated sub-list within the broader Awesome ecosystem that catalogs high‑quality, official government and intergovernmental open data portals worldwide. This segment includes datasets from agencies such as the U.S. FDA, NCES, USPTO, UNESCO, national statistics bureaus, and open data catalogs for specific countries and cities, making it a meta-collection of government-focused open data resources useful for research, analytics, and open data projects. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Time Series Section - A curated set of time series datasets listed in the Awesome Public Datasets directory, including realistic and public time-series resources such as industrial sensor data, national statistics, hardware failure logs, biomedical signals, and academic time-series repositories. This collection serves as a meta-directory entry point for practitioners looking for high-quality time-series data within the broader Awesome ecosystem. (Read more)
datasetstime-seriesdata-science - Awesome Public Datasets – Social Networks - A curated subset of the Awesome Public Datasets project that catalogs high-quality, publicly available social network datasets (e.g., Twitter scrapes, Enron email, Facebook graphs). This collection functions as an "awesome-style" directory specifically focused on social network data, providing structured metadata files for each dataset to make discovery and reuse easier across the wider awesome ecosystem. (Read more)
datasetssocialawesome-lists - .htaccess Snippets - A curated list of useful .htaccess snippets and configurations for Apache web servers. (Read more)
webconfigurationapache - 3.5B Web Pages from CommonCrawl 2012 - Large-scale web crawl dataset containing 3.5 billion web pages from CommonCrawl (2012), suitable for web mining, search, and network analysis research. Listed as part of an awesome-style collection of computer networks datasets. (Read more)
datasetswebbig-data - 30 Seconds of Code - An Awesome-style collection of short, easy-to-understand JavaScript code snippets you can grasp in 30 seconds. (Read more)
javascriptsnippetsdeveloper-tools - 50projects50days - A GitHub repository by Brad Traversy containing 50+ small, focused web development mini projects built with HTML, CSS, and JavaScript, useful as a curated collection of example projects for learning or referencing in awesome-style directories. (Read more)
web-developmentprojectsjavascript - Aibesttop - Aibesttop is an open-source tools directory dedicated to listing and categorizing the best AI tools, making it a relevant directory within the awesome directories theme. (Read more)
ai-toolsopen-sourcedirectorycurated-lists - AIcrowd Competitions - AIcrowd is a platform hosting a wide range of machine learning and AI competitions and challenges, providing curated datasets and leaderboards for researchers and practitioners. (Read more)
datasetsmachine-learningchallenges - AIDirs - AIDirs.org is an AI tools directory, offering a curated collection of top AI tools. It serves as a niche, subject-specific example of an awesome directory. (Read more)
ai-toolscurated-listsai-directoryweb-directory - Algorithm Visualizations - An Awesome-style curated collection of algorithm visualizations and tools for understanding data structures and algorithms. (Read more)
algorithmsvisualizationeducation - All-Age-Faces Dataset - A curated dataset of 13,322 Asian face images spanning ages 2 to 98, designed for machine learning research in age estimation, face recognition across age, and related tasks. Listed as part of an awesome-style machine learning dataset collection. (Read more)
machine-learningimagesdatasets - Allen Institute Datasets - A collection of neuroscience datasets from the Allen Institute, including large-scale brain atlases and related resources, useful for neuroimaging and neural circuit research. (Read more)
datasetsneurosciencehealth - alternative-front-ends - An awesome-list style directory of alternative open-source front-ends for major internet platforms (YouTube, Twitter/X, Reddit, Instagram, etc.). It catalogs privacy-focused, tracker-free UI alternatives and is part of the wider awesome-lists ecosystem. (Read more)
privacyfrontendopen-source - AMAs - A curated collection of developer and tech-related "Ask Me Anything" sessions; maintained in an awesome-list style directory. (Read more)
communitydeveloper-toolsresources - Android Security Awesome - An awesome directory of Android security resources, including tools, guides, and research for analyzing, exploiting, and defending Android applications and devices. (Read more)
androidsecurityawesome-lists - ASLAN Challenge - A dataset and benchmark for action similarity labeling, used in video understanding research. It is catalogued in an awesome data/image-processing directory, aligning it with Awesome-themed curated resources. (Read more)
videomachine-learningdatasets - Audi Autonomous Driving Dataset - A large-scale autonomous driving dataset by Audi, providing camera and LiDAR sensor data with annotations for perception and self-driving research. Included in an awesome machine learning datasets directory. (Read more)
datasetsautonomous-drivingcomputer-vision - Awesome .NET - A community-maintained awesome list of .NET libraries, tools, frameworks, and software, serving as a central directory for the .NET ecosystem. (Read more)
awesome-listsdeveloper-resources - Awesome .NET Core - A curated list of libraries, tools, and frameworks specifically for .NET Core and modern .NET development. (Read more)
dotnetframeworkdeveloper-tools - Awesome Actions on Google - An awesome list of libraries, samples, and resources for building conversational experiences with Actions on Google and Google Assistant. (Read more)
conversational-aigoogle-cloudapis - Awesome ActionScript 3 - An Awesome list of frameworks, libraries, tools, and resources for the ActionScript 3 programming language targeting Adobe AIR and related runtimes. (Read more)
programming-languagesactionscriptawesome-lists - Awesome Ad-Free - An Awesome directory of ad-free alternatives to popular services and products, focusing on privacy and cleaner user experiences. (Read more)
awesome-listsprivacysoftware-alternatives - Awesome Ada/SPARK - An Awesome-style list of Ada and SPARK tools, libraries, frameworks, and educational resources focused on reliable, efficient software. (Read more)
adafunctional-programmingeducation - Awesome Adafruit IO - An awesome collection of examples, libraries, and resources for Adafruit IO, a cloud service for visualizing and storing data from devices. (Read more)
iotclouddata-visualization - Awesome ADS-B - Awesome collection of tools, libraries, and resources centered on ADS-B, the technology for broadcasting aircraft data. (Read more)
awesome-listsgishardware - Awesome Advertising - A curated list of resources on digital advertising and programmatic media, focused on websites and online marketing technologies. (Read more)
awesome-listsbusiness-toolsmarketing - Awesome AGI & CoCoSci - A curated Awesome list on the intersection of Artificial General Intelligence (AGI) and Computational Cognitive Sciences (CoCoSci). (Read more)
airesearchawesome-lists - Awesome Agriculture - A curated list of open source technology projects for farming and gardening, including hardware, software, and data resources. (Read more)
awesome-listsagricultureopen-source - Awesome AI in Finance - An Awesome collection of resources, libraries, and research on using AI and machine learning to solve problems in finance. (Read more)
awesome-listsaifinancial - Awesome Alfred Workflows - An awesome list of useful Alfred workflows to boost productivity on macOS. (Read more)
awesome-listsproductivitydesktop - Awesome Algorand - An Awesome list aggregating tools, SDKs, and learning materials for the Algorand proof-of-stake blockchain and smart contract platform. (Read more)
awesome-listsblockchaindeveloper-tools - Awesome Algorithms - An Awesome list of algorithm resources, implementations, and references across multiple languages. (Read more)
computer-scienceeducationawesome-lists - Awesome Algorithms Education - A companion Awesome list focused on learning and practicing algorithms, including courses, tutorials, and problem sets. (Read more)
algorithmseducation - Awesome AMA Answers - An awesome list of insightful answers extracted from various AMAs, organized for easy discovery. (Read more)
awesome-listscommunityweb - Awesome Amazon Alexa - A curated list of resources, frameworks, and tools for building skills and integrations with Amazon Alexa. (Read more)
aivoiceawesome-lists - Awesome Amazon Sellers - A curated list of tools, resources, and references for Amazon sellers, covering operations, analytics, and marketplace optimization. (Read more)
ecommercebusiness-toolsawesome-lists - Awesome Analytics - An awesome curated directory of analytics tools, libraries, and services for tracking, measuring, and analyzing data. (Read more)
analyticsdata-science - Awesome Android - An Awesome list cataloging Android packages, libraries, and development resources for the Android platform. (Read more)
awesome-listsmobileandroid - Awesome Android UI - An awesome list collecting high-quality Android UI and UX libraries, focused on interface components and patterns for Android apps. (Read more)
awesome-listsandroiddesign - Awesome Angular - An awesome list of Angular resources, tools, and libraries for building web applications. (Read more)
awesome-listsjavascriptframework - Awesome Annual Security Reports - An awesome collection of annual security reports from various organizations, highlighting cybersecurity trends, insights, and challenges. (Read more)
securityreportsresearch - Awesome Ansible - A curated Awesome directory of resources, tools, and roles for Ansible, the open‑source automation and configuration management platform. (Read more)
awesome-listsdevopsautomation - Awesome Answers - A curated awesome list of high-quality Q&A content from platforms like Stack Overflow and Quora. (Read more)
awesome-listscurated-listsweb - Awesome Ant Design - A curated list of Ant Design resources, components, tools, and ecosystem projects for building enterprise-class UIs. (Read more)
uireactdesign - Awesome APIs - A comprehensive directory of public APIs, this list is a go-to resource for developers seeking APIs for integration, data, or inspiration. (Read more)
apispublic-apisdeveloper-resourcescurated-lists - Awesome AppImage - A curated list of awesome AppImage tools, apps, and resources for packaging and distributing applications as single, portable files on Linux. (Read more)
linuxdesktoppackaging - Awesome Appium - A curated Awesome list of Appium clients, tools, tutorials, and resources for mobile app test automation. (Read more)
awesome-liststestingmobile - Awesome Application Security - A curated GitHub directory of high-quality resources, tools, and guides focused on application security (AppSec), including secure coding, code review, and application hardening references. (Read more)
securityapplications - Awesome ArcGIS Developer - An Awesome directory of SDKs, tools, samples, and learning resources for ArcGIS developers building mapping and location-aware applications. (Read more)
gisdeveloper-toolsmaps - Awesome Arch-based Projects - A curated collection of awesome Linux distributions and projects based on Arch Linux. (Read more)
linuxarchoperating-systems - Awesome Artificial Intelligence - A curated Awesome list of artificial intelligence frameworks, libraries, software, and resources. (Read more)
aimachine-learningresources - Awesome Astrophotography - Awesome directory of tools, techniques, software, and learning resources for astrophotography. (Read more)
photographyscienceresources - Awesome Asyncio - An Awesome list of Python asyncio libraries, frameworks, and resources for asynchronous I/O in Python 3. (Read more)
awesome-listspythonasync - Awesome Atom - An awesome-style list of packages, resources, and tools for the Atom text editor, helping users discover and extend Atom’s capabilities. (Read more)
awesome-listsdeveloper-toolsdesktop - Awesome ATProto - A curated Awesome directory of tools, implementations, and resources for the ATProto open decentralized social networking protocol. (Read more)
awesome-listssocialdecentralized - Awesome Audio Over IP - Awesome list of tools, protocols, and references for transmitting uncompressed, low-latency audio over IP (layer 3) networks. (Read more)
audionetworkingawesome-lists - Awesome Audio Visualization - Awesome collection of libraries, tools, and resources for visualizing audio data, including real-time and artistic visualizations. (Read more)
audiodata-visualization - Awesome Audiovisual - Awesome list of resources related to professional lighting, audio, and video in audiovisual environments such as events and installations. (Read more)
awesome-listsaudiovideo - Awesome Audit Algorithms - An Awesome list focused on algorithmic audits, tools, and research about auditing algorithms for fairness and transparency. (Read more)
awesome-listsresearchethics - Awesome Aurelia - An awesome list of libraries, plugins, and learning resources for the Aurelia front-end application framework. (Read more)
awesome-listsjavascriptframework - Awesome AutoHotkey - Awesome list collecting AutoHotkey scripts, libraries, and tools. (Read more)
automationwindowsscripting - Awesome AutoIt - Awesome-style curated list of AutoIt scripts, libraries, and resources. (Read more)
awesome-listsdeveloper-toolswindows - Awesome AVA - An Awesome collection of resources, plugins, and tools for the AVA JavaScript test runner. (Read more)
awesome-liststestingdeveloper-resources - Awesome AWS - A curated "awesome"-style directory of Amazon Web Services resources, including libraries, open source repositories, guides, blogs, and other AWS-related tools. It is part of the broader Awesome ecosystem of topic-specific awesome lists. (Read more)
awesome-listscloudcurated-lists - Awesome Babylon.js - An awesome curated list of tools, plugins, and learning resources for the Babylon.js 3D game engine and rendering framework. (Read more)
gamesjavascript3d - Awesome Backbone - A curated list of Backbone.js resources, plugins, and tools presented in an awesome-list format. (Read more)
javascriptframeworkweb-development - Awesome Backstage - An Awesome collection of plugins, integrations, examples, and resources for Backstage, the open‑source platform for building Internal Developer Portals. (Read more)
developer-toolsopen-source - Awesome Bash - An Awesome list of Bash scripts, tools, guides, and resources, curated as a directory for Bash users and shell scripting enthusiasts. (Read more)
awesome-listsclilinux - Awesome Beginner-Friendly Projects - An Awesome directory of open-source projects that are friendly to beginners and first-time contributors. (Read more)
open-sourcebeginnersawesome-lists - Awesome Big Data - A curated GitHub list of awesome big data frameworks, tools, and educational resources. (Read more)
big-datadata-sciencedistributed - Awesome Bioinformatics - An Awesome directory of bioinformatics tools, libraries, data resources, and educational materials. (Read more)
biologydata-scienceawesome-lists - Awesome Biological Image Analysis - Awesome list of software, libraries, and learning materials for biological image analysis. (Read more)
biologycomputer-visionawesome-lists - Awesome Biological Visualizations - Awesome list of tools, libraries, and examples for creating interactive biological data visualizations on the web. (Read more)
biologydata-visualizationawesome-lists - Awesome Biomedical Information Extraction - A curated Awesome list of resources, tools, and research on extracting information from unstructured biomedical data and text. (Read more)
biologynlpawesome-lists - Awesome Bitcoin - A curated list of Bitcoin services, libraries, and tools for software developers, forming part of the broader Awesome ecosystem of topic-specific directories. (Read more)
awesome-listsbitcoinblockchain - Awesome Bitcoin Payment Processors - A curated list of Bitcoin payment processors and related services for merchants and developers wanting to start accepting Bitcoin. (Read more)
bitcoinpaymentsblockchain - Awesome Blazor - A curated list of Blazor libraries, tools, tutorials, and resources for building .NET web applications with C#/Razor running on WebAssembly. (Read more)
awesome-listsdotnetweb - Awesome Blockchain - A curated GitHub list of awesome blockchain resources, including articles, tools, libraries, and reference materials. (Read more)
awesome-listsblockchaindistributed - Awesome Blockchain AI - An Awesome list of blockchain-based projects and resources related to artificial intelligence and machine learning. (Read more)
blockchainaimachine-learning - Awesome Bluetooth Beacons - Awesome list of tools, libraries, and resources for working with Bluetooth beacon technology. (Read more)
iotbluetoothhardware - Awesome Bluetooth Low Energy - A curated Awesome list of libraries, tools, documentation, and learning material for Bluetooth Low Energy (BLE) development across platforms and devices. (Read more)
iothardwareawesome-lists - Awesome Board Games - A curated list of awesome tabletop and board games, including descriptions and references for people interested in board gaming. (Read more)
awesome-listsgamesfun - Awesome Boilerplate Projects - A curated awesome list of project boilerplates and starter kits for quickly bootstrapping applications. (Read more)
templatesdeveloper-toolsproject-starters - Awesome Book Authoring - An Awesome list of tools, resources, and workflows for writing and publishing technical and non-fiction books. (Read more)
writingproductivityawesome-lists - Awesome Bots - An Awesome directory of libraries, frameworks, and resources for building bots on various platforms. (Read more)
awesome-listsaicommunication - Awesome Broadcasting - Curated awesome list of tools, standards, and resources related to broadcasting technologies and workflows. (Read more)
mediastreamingawesome-lists - Awesome Browser Extensions for GitHub - An awesome list of browser extensions that improve the GitHub experience with UI enhancements, productivity tools, and integrations. (Read more)
browsergithubproductivity - Awesome Browserify - An awesome list of resources, plugins, and tools for Browserify, the JavaScript module bundler. (Read more)
awesome-listsweb-developmentjavascript - Awesome Building Blocks for Web Apps - An awesome list of standalone features and components that can be integrated as building blocks into modern web applications. (Read more)
web-developmentcomponentsjavascript - Awesome C++ - A curated Awesome list of C and C++ libraries, frameworks, and resources for system and application programming. (Read more)
awesome-listscppprogramming - Awesome CakePHP - A curated collection of CakePHP plugins, helpers, components, and learning resources for the PHP framework. (Read more)
awesome-listsphpframework - Awesome Calculators - A curated Awesome directory of calculator applications and tools across platforms, from simple to advanced and specialized calculators. (Read more)
awesome-listsmathapps - Awesome Canvas - A curated list of HTML5 Canvas resources, libraries, and examples for drawing and animations. (Read more)
awesome-listsjavascriptweb - Awesome Capacitor - A curated Awesome list of plugins, tools, and resources for Capacitor, the cross‑platform runtime for building Web Native apps. (Read more)
mobileframeworkjavascript - Awesome Captcha - An Awesome list of CAPTCHA libraries, services, and resources for implementing human-verification challenge–response tests in applications. (Read more)
awesome-listssecurityweb-development - Awesome Cassandra - An Awesome list of resources, tools, and documentation for Apache Cassandra, an open-source distributed NoSQL wide-column database. (Read more)
databaseawesome-lists - Awesome CDK - A curated list of resources, constructs, tools, and examples for the AWS Cloud Development Kit (CDK) and related CDK frameworks. (Read more)
awesome-listsclouddeveloper-resources - Awesome Certificates - An awesome list of free computer science certification resources to help showcase technical knowledge. (Read more)
educationcareerawesome-lists - Awesome Charting - A curated list of charting libraries, tools, and resources for data visualization on the web. (Read more)
awesome-listsdata-visualizationweb-development - Awesome ChatGPT - Curated Awesome directory of tools, prompts, extensions, and resources built around ChatGPT. (Read more)
awesome-listsaichatgpt - Awesome ChatOps - An Awesome list of tools, frameworks, and practices for managing technical and business operations via chat (ChatOps). (Read more)
awesome-listsdevopscommunication - Awesome Cheminformatics - An Awesome list of cheminformatics software, libraries, and resources for applying informatics to chemistry problems. (Read more)
biologyscientific-computingdata-science - Awesome Chess - An awesome collection of chess-related libraries, engines, tools, and resources for developers and researchers. (Read more)
awesome-listsgamesresearch - Awesome CHIP-8 - An awesome list of emulators, tools, and documentation for the CHIP-8 virtual computer game machine from the 1970s. (Read more)
awesome-listsgameshardware - Awesome choo - An awesome list of resources, examples, and tools for choo, a small front-end framework for building web applications. (Read more)
awesome-listsjavascriptweb-development - Awesome Chrome DevTools - A curated collection of resources, tips, and tools for using and extending Chrome DevTools. (Read more)
browserdevtoolsweb-development - Awesome CI and CD - An awesome list of resources and tools for Continuous Integration and Continuous Delivery workflows. (Read more)
developer-toolsawesome-lists - Awesome CI/CD Attacks - An awesome list of offensive security research, techniques, and resources related to attacking CI/CD systems and software delivery pipelines. (Read more)
securitydevopsawesome-lists - Awesome Cilium - An Awesome curated list of resources, tutorials, and tools related to Cilium, an eBPF-based networking, observability, and security technology for containers, microservices, and virtual machines. (Read more)
awesome-listsebpfnetworking - Awesome CircuitPython - An Awesome list of libraries and resources for Adafruit’s CircuitPython, a Python variant for microcontrollers. (Read more)
pythoniotawesome-lists - Awesome Citizen Science - An Awesome collection of citizen science projects and resources for community-based, non-institutional scientists. (Read more)
sciencecommunityresearch - Awesome Claude Code - An Awesome list of resources, tips, and integrations for Claude Code, Anthropic’s terminal-based AI coding assistant. (Read more)
aideveloper-toolschatgpt - Awesome Claude Skills - A curated awesome list of Claude Skills, resources, and tools for customizing Claude AI workflows (especially Claude Code). It serves as a specialized awesome directory within the broader awesome-lists ecosystem. (Read more)
aichatgptdeveloper-tools - Awesome CLI - A simple command-line interface for exploring and navigating Awesome lists directly from the terminal. (Read more)
awesome-listsdeveloper-toolscli - Awesome CLI Apps - A community-curated awesome list of command-line applications, indexed under the main Awesome meta-collection for discovering high-quality CLI tools. (Read more)
cliterminalsoftware - Awesome Clojure - Awesome-style curated collection of Clojure libraries, tools, and resources. (Read more)
awesome-listsclojurejvm - Awesome ClojureScript - An Awesome list dedicated to ClojureScript tools, libraries, and resources. (Read more)
clojurejavascriptawesome-lists - Awesome Cloudflare - A curated list of Cloudflare tools, APIs, workers examples, and resources for enhancing and securing web properties. (Read more)
cloudsecurityweb - Awesome CMake - A curated Awesome directory of CMake modules, tools, examples, and learning resources for building, testing, and packaging software. (Read more)
awesome-listsbuild-toolsdeveloper-tools - Awesome Code - A collection of links to awesome implementations of models, acting as a curated directory of notable code implementations. (Read more)
awesome-listsdeveloper-toolscode - Awesome Code Points - An Awesome list focused on Unicode code points, related tools, and resources. (Read more)
awesome-listsunicodedeveloper-tools - Awesome Code Review - An Awesome directory of resources, tools, and best practices for conducting and improving code reviews. (Read more)
awesome-listsdeveloper-toolsproductivity - Awesome CodeRabbit - An Awesome list of resources, guides, and integrations for CodeRabbit, an AI-powered code review platform. (Read more)
aideveloper-toolscode - Awesome ColdFusion - An Awesome list collecting ColdFusion frameworks, libraries, and tools. (Read more)
programming-languageswebdeveloper-tools - Awesome Command-Line Apps - A curated awesome list of command-line applications for developers and power users, grouped by functionality and platform. (Read more)
awesome-listsclideveloper-tools - Awesome Common Lisp - Awesome-style curated list of Common Lisp libraries, tools, and resources. (Read more)
awesome-listslispprogramming-languages - Awesome Common Lisp Learning - Companion Awesome directory providing learning resources for Common Lisp. (Read more)
lispeducationawesome-lists - Awesome Community Detection - An Awesome directory of community detection papers along with available implementations. (Read more)
graphresearchawesome-lists - Awesome Competitive Programming - A curated GitHub directory of awesome competitive programming, algorithm, and data structure resources, fitting into the broader ecosystem of Awesome-style lists. (Read more)
algorithmseducationprogramming - Awesome Complex Systems - An Awesome collection of resources on complex systems, focusing on systems with multiple interacting parts and emergent properties. (Read more)
complex-systemsresearchscience - Awesome Composer - Awesome-style list focused on Composer, the PHP package manager, and related tools and resources. (Read more)
phpbuild-toolspackage-manager - Awesome Computational Biology - Curated Awesome collection of tools, datasets, and learning materials for computational biology. (Read more)
biologydata-scienceresearch - Awesome Computational Geometry - Awesome directory of algorithms, libraries, and learning resources for computational geometry. (Read more)
geometryalgorithmsmath - Awesome Computational Neuroscience - An Awesome collection of learning materials, tools, and research resources for computational approaches to studying the nervous system. (Read more)
neurosciencescienceawesome-lists - Awesome Computer History - An awesome list of resources about the history of computing, including articles, books, and media. (Read more)
historycomputer-scienceresources - Awesome Computer Vision - An Awesome collection of computer vision resources, libraries, datasets, and research papers. (Read more)
computer-visionmachine-learningresearch - Awesome ComputerCraft - An awesome collection of APIs, tools, and resources for the ComputerCraft Minecraft mod, which adds programmable computers and turtles. (Read more)
gamesmodsawesome-lists - Awesome Connectivity Data and Reports - A curated list of datasets, reports, and resources to better understand global access to telecommunication and internet infrastructure and the terms of that access. (Read more)
datasetstelecomresearch - Awesome Construct - An awesome list of behaviors, plugins, templates, and resources for Construct 2 and Construct game engine users. (Read more)
gamesengine - Awesome Conversational AI - An awesome list of resources, frameworks, datasets, and tools for building chatbots and digital assistants in the conversational AI domain. (Read more)
aiconversational-aimachine-learning - Awesome Copilot Agents - An Awesome collection of tools, examples, and resources related to GitHub Copilot-based agents and AI pair-programming assistants. (Read more)
aideveloper-toolsawesome-lists - Awesome Coq - An Awesome directory of Coq libraries, extensions, tools, and learning resources for interactive theorem proving and formal verification. (Read more)
awesome-listsdeveloper-resources - Awesome Corda - An Awesome-style collection of libraries, tools, and learning resources for the Corda open source blockchain platform for business. (Read more)
awesome-listsblockchainbusiness - Awesome Cordova - A curated list of awesome Apache Cordova plugins, tools, and resources for building JavaScript‑based hybrid mobile apps. (Read more)
awesome-listsmobileweb-development - Awesome Core ML Models - An Awesome directory of pre-trained models for Apple’s Core ML machine learning framework, ready to integrate into iOS and macOS apps. (Read more)
machine-learningiosmacos - Awesome Cosmos - An Awesome collection focused on the Cosmos SDK, listing tools, modules, and educational resources for building app-specific blockchains in Go. (Read more)
awesome-listsblockchaingolang - Awesome CouchDB - A curated Awesome list of tools, libraries, and resources for Apache CouchDB, a document-oriented NoSQL database. (Read more)
awesome-listsdatabasecouchdb - Awesome Courses - A curated list of awesome university-level computer science courses with open materials, forming part of the broader Awesome ecosystem of topic-specific directories. (Read more)
awesome-listseducationcomputer-science - Awesome Craft CMS - An official Awesome-style collection of plugins, starter projects, and resources for Craft CMS, a content-first CMS. (Read more)
cmsweb-development - Awesome Creative Coding - A curated Awesome list of resources for creative coding—programming with a focus on expression and art, including libraries, frameworks, and learning materials. (Read more)
creative-codingdesigngraphics - Awesome Creative Tech Events - An Awesome directory of creative technology events worldwide, covering creative coding, tech, design, music, and arts. (Read more)
eventscreative-codingtechnology - Awesome Creative Technology - An Awesome list of businesses, studios, and groups working at the intersection of computing, design, art, and user experience. (Read more)
creative-codingdesigntechnology - Awesome Credit Modeling - Awesome collection of resources, papers, and tools related to credit risk modeling and credit scoring. (Read more)
financialdata-scienceanalytics - Awesome Cross-Platform Node.js - A curated collection of resources for writing cross‑platform Node.js code, covering patterns, tools, and libraries that work across different operating systems. (Read more)
nodejscross-platformdeveloper-tools - Awesome Crypto Currency Tools & Algorithms - An Awesome collection of cryptocurrency-related tools, libraries, and algorithms, covering digital currencies and cryptographic transaction handling. (Read more)
blockchaincryptographyfinancial - Awesome Crypto Papers - An Awesome curated list of cryptography papers that provide theoretical foundations and guidance for non-cryptographers using cryptographic methods. (Read more)
cryptographyresearchawesome-lists - Awesome Cryptography - An Awesome directory of cryptography resources, libraries, and tools covering theory and practical implementations. (Read more)
securitycryptographyawesome-lists - Awesome Crystal - Curated Awesome directory of Crystal language libraries, frameworks, and tools. (Read more)
awesome-listscrystaldeveloper-tools - Awesome CSS - An awesome list of CSS resources, libraries, frameworks, and tools for styling web interfaces. (Read more)
awesome-listsweb-development - Awesome CSS Frameworks - A curated awesome list of CSS frameworks, cataloging modern CSS toolkits and grids for web UI development. (Read more)
cssweb-developmentui - Awesome CSS Learning - An awesome list focused on learning CSS, including the language and its modules, curated in a GitHub directory. (Read more)
cssweb-developmenteducation - Awesome CSV - An awesome list of libraries, tools, and resources for working with CSV, a text-based tabular data format using comma-separated values. (Read more)
awesome-listsdatasetsdeveloper-tools - Awesome CTF - An awesome directory of resources for Capture The Flag (CTF) competitions, including tools, write-ups, and learning materials for security challenges. (Read more)
awesome-listssecurity - Awesome Cyber Security University - An awesome-style collection of free, hands-on educational resources for learning cybersecurity through practical exercises and self-paced curricula. (Read more)
securityeducationawesome-lists - Awesome Cybersecurity Blue Team - An awesome-curated collection of resources for cybersecurity blue teams focused on defense, monitoring, and security operations. (Read more)
securitymonitoringdefense - Awesome Cycle.js - A curated awesome list of Cycle.js resources, libraries, and learning materials for the functional and reactive JavaScript framework. (Read more)
awesome-listsjavascriptframework - Awesome Cytodata - A curated list of resources for image-based profiling of biological phenotypes aimed at computational biologists and data scientists. (Read more)
awesome-listsdata-sciencebiology - Awesome D - Curated Awesome list of D programming language libraries, tools, and resources. (Read more)
awesome-listsdeveloper-toolscurated-lists - Awesome D3 - A curated awesome list of D3.js libraries, plugins, and resources for data visualization. (Read more)
awesome-listsdata-visualizationcurated-lists - Awesome Dart - Awesome list of Dart libraries, frameworks, and tools. (Read more)
awesome-listsdartdeveloper-tools - Awesome Dash - A curated list of libraries, resources, and examples for building analytical web applications with Plotly Dash in Python. (Read more)
awesome-listspythondata-visualization - Awesome Data - Yelp Dataset Challenge - An entry in the Awesome Data Project’s meta-collection that catalogs the Yelp Dataset Challenge, a public subset of Yelp’s business, review, and user data frequently used in data science and machine learning research. It serves as a curated pointer within the Awesome-style directory system to this specific data challenge resource. (Read more)
datasetsmachine-learningbusiness - Awesome Data – Search Engines - A curated Awesome-style subdirectory of the Awesome Data project listing search engines and repositories for datasets, including academic, governmental, and open data search portals such as Academic Torrents, Datahub.io, Harvard Dataverse, ICPSR, and Zenodo. It serves as a meta-collection entry that links to individual data search engines within the broader Awesome ecosystem. (Read more)
datasetssearchawesome-lists - Awesome Data – Social Sciences - A curated subset of the Awesome Data project focused on social sciences datasets, including political conflict, legal information, surveys, religion, and violence data. The listed resources (e.g., ACLED, Correlates of War, GDELT, General Social Survey, etc.) are part of a broader awesome-style meta collection of high-quality open datasets for researchers and practitioners. (Read more)
datasetssocialresearch - Awesome Data – Visual Genome - An Awesome Data Project (APD) core entry for the Visual Genome image dataset within the ImageProcessing category. It is part of the broader Awesome-style curated collection of data resources, cataloging the Visual Genome dataset for discovery and reuse. (Read more)
datasetscomputer-visionawesome-lists - Awesome Data – YouTube Faces Database - An Awesome Data Project (APD) core entry for the YouTube Faces Database within the ImageProcessing category. It is included in the Awesome-style meta collection of datasets, providing structured metadata and links for this facial video dataset. (Read more)
datasetscomputer-visionawesome-lists - Awesome Data Engineering - An Awesome collection of data engineering resources, tools, and best practices for building and maintaining data infrastructure. (Read more)
awesome-listsbig-datadata-engineering - Awesome Data Science - An Awesome-style curated directory of data science resources, tools, and learning materials, including an associated list of data science tutorials. (Read more)
data-sciencemachine-learningawesome-lists - Awesome Data Visualization - A curated awesome list of data visualization tools, libraries, and learning resources. (Read more)
data-visualizationanalyticsresources - Awesome Database - A curated Awesome-style list of database resources, tools, and learning materials spanning SQL, NoSQL, and other data storage technologies. (Read more)
awesome-listsdatabasedata-science - Awesome Database Tools - A curated Awesome list of database tools that simplify and enhance working with various database technologies. (Read more)
databasedeveloper-toolsdata-engineering - Awesome Deep Learning - An Awesome directory of deep learning resources, including frameworks, tutorials, and research papers focused on neural networks. (Read more)
awesome-listsmachine-learningresearch - Awesome Deep Learning Papers - An awesome collection of the most-cited and influential deep learning papers, organized as a study and reference list. (Read more)
deep-learningresearchawesome-lists - Awesome Deep Learning Resources - An awesome list collecting educational resources for learning deep learning, including tutorials, courses, and reference materials. (Read more)
deep-learningeducationai - Awesome Deep Vision - A GitHub-hosted curated “awesome” list collecting deep learning resources specifically for computer vision, including papers, code, and tutorials. It is part of the broader Awesome ecosystem of topic-focused resource directories. (Read more)
computer-visiondeep-learningai - Awesome Deno - A curated list of libraries, tools, and resources for Deno, a secure runtime for JavaScript and TypeScript built on V8 and Rust. (Read more)
awesome-listsjavascriptdeveloper-tools - Awesome Design - A curated GitHub list of awesome design resources, including UI kits, web frameworks, CSS libraries, and more for designers and front-end developers. (Read more)
designawesome-lists - Awesome Design Principles - An Awesome directory of design principles, guidelines, and reference materials to help create better and more consistent designs and user experiences. (Read more)
designuiawesome-lists - Awesome Design Systems - A curated collection of resources, examples, and tools for building and maintaining design systems with reusable components and guidelines. (Read more)
designuifrontend - Awesome Detection Engineering - A curated awesome list of learning resources, tools, and best practices for detection engineering—designing, building, and operating detective cybersecurity controls. (Read more)
securitymonitoringdevops - Awesome Dev Env - A curated awesome list of tools, resources, and tips for setting up productive development environments across platforms. (Read more)
awesome-listsdeveloper-tools - Awesome Dev Fun - A curated Awesome directory of fun, humorous, and entertaining developer projects, libraries, and resources. (Read more)
awesome-listsdeveloper-toolsfun - Awesome DevOps - A curated GitHub collection of awesome DevOps tools, technologies, platforms, and learning resources. (Read more)
devopsawesome-lists - Awesome DevSecOps - An awesome-curated collection of resources about integrating security practices into DevOps workflows (DevSecOps). (Read more)
securitydevops - Awesome Digital History - A curated Awesome directory of resources for computer-aided, data-driven, and computational approaches to historical research. (Read more)
historydata-scienceresearch - Awesome Digital Humanities - An Awesome directory of software and resources for humanities scholars using quantitative, computational, and digital methods. (Read more)
digital-humanitiesresearchdata-science - Awesome DigitalOcean - An awesome list of tools, scripts, and resources for working with the DigitalOcean cloud computing platform. (Read more)
clouddevopsawesome-lists - Awesome Directus - Awesome collection of extensions, tools, and ecosystem projects for Directus, a real-time API and dashboard for SQL database content. (Read more)
awesome-listsapisdatabase - Awesome Discord Communities - An awesome collection of high-quality Discord servers and communities organized by topic and interest. (Read more)
socialcommunity - Awesome Diversity in Tech - An Awesome list focused on creating a more inclusive and diverse tech community, including resources, organizations, and guides. (Read more)
diversitycommunityawesome-lists - Awesome Django - An Awesome-curated list of Django apps, starter projects, and learning resources for the Django web framework. (Read more)
pythonawesome-lists - Awesome Docker - An Awesome-curated directory of Docker-related resources, tools, images, and learning material for containerization. (Read more)
awesome-listsdeveloper-toolscurated-lists - Awesome Dojo Toolkit - A curated awesome list of Dojo Toolkit resources, widgets, and tools for building JavaScript applications. (Read more)
javascriptwebawesome-lists - Awesome Domain-Driven Design - An Awesome list of Domain-Driven Design resources, including books, articles, patterns, and example implementations. (Read more)
awesome-listsarchitectureeducation - Awesome DOS - An Awesome list collecting tools, documentation, emulators, and resources related to DOS, the x86 operating system popular in the 1980s and early 1990s. (Read more)
awesome-listssoftwarecurated-lists - Awesome Dotfiles - An awesome collection of dotfiles resources, examples, and frameworks to manage and share shell and development environment configuration files. (Read more)
awesome-listsdeveloper-toolsproductivity - Awesome Draft.js - A curated list of resources, plugins, and examples for Draft.js, Facebook’s rich text editor framework for React. (Read more)
awesome-listsreactjavascript - Awesome Dropwizard - A curated list of libraries, tools, and resources for the Dropwizard Java framework. (Read more)
awesome-listsjavaserver - Awesome Drupal - A comprehensive Awesome list of modules, tools, and resources for the extensible PHP-based Drupal CMS. (Read more)
awesome-listsphpcms - Awesome DTrace - An Awesome collection of resources, documentation, and examples for the DTrace dynamic tracing framework. (Read more)
awesome-listsdevopsobservability - Awesome Earth - A curated list of projects, tools, and resources aimed at addressing and resolving the climate crisis and environmental challenges. (Read more)
awesome-listsresearchdatasets - Awesome eBPF - A curated list of awesome eBPF resources, libraries, and tools for efficient tracing, monitoring, and extending Linux kernel capabilities. (Read more)
awesome-listsebpfsecurity - Awesome Economics - An Awesome list of economics resources, textbooks, data sources, and tools designed as an economist’s starter kit. (Read more)
awesome-listsresearchdatasets - Awesome Educational Games - A curated awesome list of educational games that help users learn while playing. (Read more)
gameseducationresources - Awesome Electric Guitar Specifications - Awesome-style checklist and resource list for building custom electric guitars, focusing on specifications and design. (Read more)
musichardwareawesome-lists - Awesome Electron - An awesome list of useful resources, libraries, and tools for building desktop apps with Electron. (Read more)
desktopjavascriptframework - Awesome Electronics - Awesome directory of electronics resources, tools, and projects for electronic engineers and hobbyists. (Read more)
awesome-listselectronicshardware - Awesome Elixir - Curated Awesome directory of Elixir libraries, frameworks, and learning resources. (Read more)
elixirawesome-lists - Awesome Elm - An Awesome list of Elm packages, tools, and resources. (Read more)
awesome-listsdeveloper-resources - Awesome Emacs - A curated directory of awesome Emacs packages, themes, and resources collected and maintained by the emacs-tw community. (Read more)
awesome-listsproductivitydeveloper-tools - Awesome Email Newsletters - An awesome collection of high-quality email newsletters for developers, designers, and tech enthusiasts. (Read more)
newslettersdeveloper-resourcesawesome-lists - Awesome Emails - A curated list of resources, templates, and tools for designing and developing HTML emails. (Read more)
awesome-listsweb-developmentdesign - Awesome Embedded and IoT Security - An awesome directory of resources focused on security for embedded systems and Internet of Things (IoT) devices. (Read more)
securityiotembedded - Awesome Ember - An awesome list of Ember.js libraries, addons, and resources for building web applications. (Read more)
awesome-listsjavascriptweb-development - Awesome Empirical Software Engineering - An awesome list focusing on empirical software engineering and mining software repositories, collecting papers, datasets, and tools for evidence-based research on software systems. (Read more)
softwareresearchawesome-lists - Awesome EOSIO - A curated Awesome directory of tools, libraries, and resources for building on the EOSIO decentralized operating system and blockchain platform. (Read more)
awesome-listsblockchaindeveloper-tools - Awesome Erlang - Awesome-style curated list of Erlang libraries, tools, and resources. (Read more)
erlangawesome-lists - Awesome ESLint - A curated Awesome list of ESLint plugins, configs, parsers, and related tools. (Read more)
awesome-listsdeveloper-toolscurated-lists - Awesome Esolangs - An Awesome directory of esoteric programming languages (esolangs), resources, interpreters, and references for experimental and joke languages. (Read more)
funprogramming-languageseducation - Awesome ESP - A curated list of projects, libraries, and resources for ESP microcontrollers (ESP8266, ESP32) and their IoT applications. (Read more)
awesome-listsdeveloper-resourceshardware - Awesome Esports - An awesome list of resources, data, and tools related to esports, competitive gaming, and tournaments. (Read more)
awesome-listsgamesmedia - Awesome Eta - An Awesome collection of libraries, tools, and documentation resources for Eta, a functional programming language for the JVM. (Read more)
awesome-listsdeveloper-resources - Awesome Ethereum - An Awesome collection of frameworks, libraries, tools, and resources for developing smart contracts and applications on Ethereum. (Read more)
awesome-listsblockchaindeveloper-tools - Awesome Event-Driven Architecture - An Awesome collection of articles, tools, patterns, and resources about event-driven software architecture and event-based systems. (Read more)
architecturesoftwareawesome-lists - Awesome Events in Italy - An Awesome list of tech-related events taking place in Italy. (Read more)
eventsitalytechnology - Awesome Events in the Netherlands - An Awesome-curated collection of tech-related events in the Netherlands. (Read more)
eventstechnologyawesome-lists - Awesome EVM Security - An awesome list dedicated to Ethereum Virtual Machine (EVM) security, including tools, audits, research, and learning materials. (Read more)
securityblockchainawesome-lists - Awesome Executable Packing - An awesome list of resources on packing and unpacking executable formats, including tools and research on binary obfuscation and compression. (Read more)
securityreverse-engineeringawesome-lists - Awesome F# - An Awesome collection of F# language libraries, tools, frameworks, and educational resources with a focus on functional-first .NET development. (Read more)
awesome-listsdeveloper-toolscurated-lists - Awesome Falsehoods - An Awesome collection of documented falsehoods programmers believe, grouped by domain, to improve software correctness. (Read more)
documentationeducationsoftware - Awesome Fantasy - An awesome list of fantasy books, part of the broader Awesome ecosystem of topic-specific curated lists. (Read more)
awesome-listsmediacurated-lists - Awesome FastAPI - A curated collection of libraries, tools, and learning resources for building APIs with FastAPI in Python. (Read more)
awesome-listspythonapis - Awesome FFmpeg - Awesome list of resources, tools, and examples for FFmpeg, a cross-platform solution for recording, converting, and streaming audio and video. (Read more)
awesome-listsaudiovideo - Awesome Fiber - A curated collection of middleware, tools, and resources for Fiber, a web framework built on top of Fasthttp for Go. (Read more)
awesome-listsgolangweb-development - Awesome Firebase - An awesome list of Firebase SDKs, tools, and resources for building applications on Google’s Firebase platform. (Read more)
firebaseclouddeveloper-tools - Awesome Firebase Genkit - A curated Awesome list of plugins, examples, and resources for Firebase Genkit, an open‑source framework for building AI‑powered apps and features. (Read more)
firebaseaideveloper-tools - Awesome FIRST Robotics Competition - A curated list of awesome resources, tools, and references for teams and participants in the FIRST Robotics Competition, an international high school robotics championship. (Read more)
roboticseducationawesome-lists - Awesome Flame - An awesome curated list of libraries, examples, and tools for the Flame game engine for Flutter. (Read more)
awesome-listsgamesdart - Awesome Flask - An Awesome list of Flask extensions, boilerplates, and learning resources for the Flask Python microframework. (Read more)
awesome-listspythonweb-development - Awesome Flexbox - An awesome list of resources, guides, and tools for mastering CSS Flexbox layout. (Read more)
awesome-listscssweb-development - Awesome Flutter - A curated list of Flutter libraries, tools, tutorials, and resources for building cross‑platform mobile apps with Dart. (Read more)
awesome-listsmobiledart - Awesome Flying FPV - Awesome list of open hardware and software resources related to FPV flying, drones, and UAVs. (Read more)
awesome-listshardwaredrones - Awesome Fonts - Curated list of awesome fonts and font resources, including programming, text, and display fonts. Part of the broader Awesome ecosystem of topic-focused directories. (Read more)
awesome-listsdesigncss - Awesome Food - A curated list of food-related projects on GitHub, including libraries, tools, and datasets around food and cooking. (Read more)
awesome-listsdatasetsresearch - Awesome for Girls - An Awesome collection of resources, communities, and initiatives aimed at supporting girls in tech. (Read more)
communitydiversityeducation - Awesome Fortran - Curated Awesome directory of Fortran libraries, tools, and resources. (Read more)
awesome-listsfortranscientific-computing - Awesome FOSS Production Apps - A curated awesome list of Free and Open Source Software applications suitable for production use. (Read more)
free-softwareappsproduction - Awesome Framer - An Awesome collection of resources, components, and tools for Framer, focused on prototyping interactive user interface designs. (Read more)
awesome-listsdesignprototyping - Awesome Free Software - A curated Awesome list of free-as-in-freedom software projects and resources aligned with the principles of software freedom. (Read more)
free-softwareopen-sourceawesome-lists - Awesome Frege - An Awesome collection of libraries, tools, and learning material for Frege, a Haskell-like functional language for the JVM. (Read more)
awesome-listsjvmdeveloper-tools - Awesome Frontend - An "awesome" style curated list of frontend libraries, tools, and learning resources covering modern web UI development. (Read more)
awesome-listsweb-developmentjavascript - Awesome Frontend GIS - An awesome list of tools, libraries, and resources for building Geographic Information Systems (GIS) in web browsers. (Read more)
giswebdata-visualization - Awesome Functional Programming - A curated awesome list of functional programming resources, including languages, libraries, articles, and learning materials. (Read more)
functional-programmingprogramming-languagesresources - Awesome Functional Programming in JavaScript - An Awesome list of libraries and resources for functional programming in JavaScript. (Read more)
javascriptfunctional-programmingdeveloper-tools - Awesome Funny Markov Chains - An Awesome collection of humorous Markov chain projects, texts, and experiments. (Read more)
funmachine-learningawesome-lists - Awesome Fuse - A curated list of awesome Fuse tools, libraries, and resources for mobile app development with the Fuse platform. (Read more)
awesome-listsmobiledeveloper-tools - Awesome Fuzzing - An awesome list of fuzzing tools, frameworks, and literature for automated software testing using pseudo-random input generation. (Read more)
awesome-liststestingsecurity - Awesome Game Boy Development - An awesome list of tools, documentation, examples, and emulators for Nintendo Game Boy development. (Read more)
gamesdevelopmenthardware - Awesome Game Development - A curated GitHub list of tools, libraries, and resources for game development, serving as an 'awesome' directory focused on general game dev topics. (Read more)
gamesdevelopmentawesome-lists - Awesome Game Engine Development - An awesome curated collection of articles, tools, and resources for building custom game engines. (Read more)
gamesdevelopmentengine - Awesome Game Production - An awesome directory of resources on game production, covering design leadership, pipelines, testing, and publishing. (Read more)
gamesproductiondesign - Awesome Game Remakes - An awesome directory of actively maintained open-source game remakes, recreating classic titles using modern engines and tools. (Read more)
gamesopen-sourceawesome-lists - Awesome Game Talks - An awesome-style collection of recorded game development talks, presentations, and lectures from conferences and online events. (Read more)
gameseducationmedia - Awesome GameMaker - An awesome list of GameMaker engine resources, extensions, tutorials, and tools for game creation. (Read more)
gamesengine - Awesome Games of Coding - An awesome curated list of games and interactive resources designed to teach programming through gameplay. (Read more)
gameseducationprogramming - Awesome Gatling - A curated Awesome list of resources, tools, and articles for Gatling, the Scala-based load and performance testing framework. (Read more)
awesome-liststestingperformance - Awesome GDPR - An awesome list of resources on the EU General Data Protection Regulation (GDPR), including legal references, guides, and tools for compliance and privacy. (Read more)
awesome-listssecurityprivacy - Awesome Geek Podcasts - An awesome list of geek- and tech-oriented podcasts for developers and enthusiasts. (Read more)
awesome-listsmediatechnology - Awesome Gemini CLI - An Awesome collection of tools, guides, and integrations for Gemini CLI, Google’s terminal-based AI coding assistant for Gemini models. (Read more)
awesome-listsaicli - Awesome Generative AI - A curated awesome list of tools, models, libraries, and learning resources related to generative AI for text, image, audio, and other modalities. (Read more)
aimachine-learningawesome-lists - Awesome Geocaching - An Awesome list collecting tools, apps, guides, and resources for the GPS-based outdoor treasure-hunting activity Geocaching. (Read more)
awesome-listsoutdoorsgps - Awesome GeoJSON - An awesome list of GeoJSON tools, utilities, and resources for working with geographic JSON data. (Read more)
awesome-listsgisjson - Awesome Gideros - An awesome curated collection of libraries, plugins, and learning materials for the Gideros game engine. (Read more)
awesome-listsgamesframework - Awesome GIF - Awesome collection of tools, resources, and references for working with GIFs, an image format widely used for animations. (Read more)
awesome-listsdata-visualization - Awesome GIS - A curated collection of geospatial-related sources, including tools, data, communities, and more. This fits the Awesome Directories theme as it is an organized directory of valuable geospatial resources. (Read more)
gisgeospatialcurated-listsopen-source - Awesome Git Add-ons - An awesome list of Git add-ons and extensions that enhance the git command-line interface with additional capabilities. (Read more)
awesome-listsdeveloper-toolscli - Awesome Git Hooks - A curated awesome list of Git hooks scripts and related resources to automate tasks in Git workflows. (Read more)
gitworkflowdeveloper-tools - Awesome GitHub - A curated awesome list of tools, resources, and tips for using GitHub effectively, including workflows, clients, and integrations. (Read more)
developer-toolsawesome-lists - Awesome GitHub Actions - An awesome list of GitHub Actions and related resources to automate workflows in GitHub repositories. (Read more)
devopsautomationgithub - Awesome GitHub Wiki - A curated awesome list of best practices, examples, and resources for building comprehensive GitHub Wikis beyond just a README. (Read more)
awesome-listsdeveloper-toolsdocumentation - Awesome GNOME - A curated awesome list of applications, extensions, and resources for the GNOME desktop environment on Linux. (Read more)
awesome-listsdesktoplinux - Awesome Godot - An awesome curated list of plugins, scripts, tools, and learning resources for the Godot game engine. (Read more)
awesome-listsdeveloper-toolscurated-lists - Awesome Golem - A curated Awesome list of tools, SDKs, and resources for the Golem peer-to-peer computing resources marketplace. (Read more)
awesome-listsclouddistributed - Awesome Google Cloud - An Awesome directory of tools, libraries, examples, and learning resources for building on Google Cloud Platform. (Read more)
cloudgoogle-cloudawesome-lists - Awesome GPU Engineering - A curated "awesome" list focused on GPU engineering for AI systems, collecting resources, tools, and references related to building and optimizing GPU-based AI infrastructure. (Read more)
gpuaiinfrastructure - Awesome Graph Embedding - An Awesome collection of graph embedding research papers with their corresponding implementations. (Read more)
machine-learninggraphawesome-lists - Awesome GraphQL - A curated awesome-list style directory of GraphQL libraries, tools, and resources for building GraphQL backends and services. (Read more)
awesome-listsapisweb-development - Awesome Groovy - Curated Awesome-style directory of Groovy libraries, frameworks, and tools. (Read more)
awesome-listsdeveloper-toolsjvm - Awesome Gulp - An awesome list of plugins, tools, and resources for Gulp, the JavaScript task runner. (Read more)
awesome-listsjavascriptweb-development - Awesome H2O - An Awesome list of resources, extensions, and tooling around H2O, the open-source distributed machine learning platform. (Read more)
awesome-listsai - Awesome Hackathon - A curated awesome list of resources and tools for organizing and running fun, productive hackathons. (Read more)
eventshackathon - Awesome Hacking - An awesome list of hacking resources, tools, and learning materials focused on offensive security and penetration testing. (Read more)
awesome-listssecuritytesting - Awesome Hacking Locations - A community-driven awesome directory of great physical locations to hack and work from, including details like WiFi quality and environment. (Read more)
remote-workcommunityawesome-lists - Awesome Hadoop - A curated Awesome list of Hadoop ecosystem resources, libraries, and tools for distributed storage and processing of very large datasets. (Read more)
awesome-listsbig-datacurated-lists - Awesome Haskell - A curated Awesome list of Haskell libraries, frameworks, and software. (Read more)
awesome-listshaskellfunctional-programming - Awesome Haxe Game Development - An awesome list of game development libraries, engines, and resources for the Haxe programming language. (Read more)
gameshaxedevelopment - Awesome HBase - An Awesome collection of resources, tools, and libraries for Apache HBase, a distributed, scalable big data store. (Read more)
awesome-listsbig-datadatabase - Awesome Healthcare - An Awesome list of open source healthcare software useful for medical facilities, providers, developers, policy experts, and researchers. (Read more)
healthopen-sourcesoftware - Awesome Heroku - A curated list of Heroku resources, addons, tools, and guides for building and deploying applications on the Heroku PaaS. (Read more)
cloudawesome-lists - Awesome Home Assistant - An awesome collection of resources, custom components, and tools for Home Assistant, the open‑source home automation platform. (Read more)
home-automationiotopen-source - Awesome Homematic - An Awesome collection of resources, libraries, and tools for Homematic smart home devices and automation. (Read more)
iothome-automationawesome-lists - Awesome Honeypots - An awesome list of honeypot resources and tools used to deceive attackers and study intrusion techniques within information systems. (Read more)
securityhoneypots - Awesome HPC - Curated Awesome list of tools, libraries, and documentation related to High Performance Computing (HPC). (Read more)
awesome-listsbig-datadeveloper-tools - Awesome HTML5 - A curated awesome list of HTML5 resources, including tutorials, tools, and reference material for modern web development. (Read more)
awesome-listsweb-developmentjavascript - Awesome Humane Technology - A curated Awesome list of open source projects intended to improve society and promote humane technology practices. (Read more)
open-sourceethicstechnology - Awesome Hydrogen - An awesome list of resources, starters, and tools for Shopify’s Hydrogen framework for building custom React-based storefronts. (Read more)
reactecommerceweb-development - Awesome Hyper - An awesome list of plugins, themes, and resources for the Hyper terminal application. (Read more)
awesome-liststerminaljavascript - Awesome IAM - A curated list of resources about Identity and Access Management (IAM), including standards, tools, and best practices. (Read more)
awesome-listssecuritycloud - Awesome IBM Cloud - A curated list of samples, tools, and resources for developing on IBM Cloud. (Read more)
cloudibm-cloud - Awesome Icons - Curated awesome list of downloadable SVG, PNG, and font icon projects and related resources. (Read more)
awesome-listsdesigncss - Awesome Idris - A curated Awesome directory of frameworks, libraries, examples, and documentation for Idris, a general-purpose dependently-typed functional programming language. (Read more)
awesome-listsidrisdeveloper-tools - Awesome Imba - A curated Awesome list of Imba language resources, including libraries, tools, and learning materials for building performant JavaScript applications. (Read more)
awesome-listsjavascriptdeveloper-tools - Awesome Incident Response - An awesome-curated collection of tools, frameworks, and references for incident response and digital forensics teams. (Read more)
securitydevopsawesome-lists - Awesome Inertia.js - A curated list of resources, libraries, and examples for Inertia.js, a framework for building single-page apps without writing a separate API. (Read more)
awesome-listsjavascriptweb-development - Awesome InfluxDB - A curated Awesome list of resources, libraries, tools, and integrations for the InfluxDB time-series database. (Read more)
awesome-listsdatabasebig-data - Awesome Information Retrieval - A curated awesome list of information retrieval resources, tools, and learning materials for building search engines and related systems. (Read more)
searchinformation-retrievaldata-science - Awesome inspectIT - An Awesome collection of resources around inspectIT, an open source Java application performance management and monitoring tool. (Read more)
performanceawesome-lists - Awesome Integration - An Awesome directory of resources, frameworks, patterns, and tools for IT system integration and connecting heterogeneous components. (Read more)
awesome-listsintegrationdeveloper-tools - Awesome Internet of Things - Awesome list of IoT frameworks, protocols, platforms, and resources focused on the Internet of Things. (Read more)
iothardwareawesome-lists - Awesome Internships - An Awesome collection of resources for internships, including CV and resume writing guides and companies that hire interns. (Read more)
awesome-listsstartupseducation - Awesome Interview Questions - A comprehensive Awesome list of programming and technical interview questions, categorized by language, framework, and role to help candidates prepare for interviews. (Read more)
careerprogrammingeducation - Awesome Ionic - A curated awesome list of Ionic framework libraries, resources, and solutions for building hybrid mobile applications. (Read more)
awesome-listsmobileframework - Awesome Ionic Framework - An awesome list of Ionic Framework resources, plugins, components, and tools for building hybrid mobile apps. (Read more)
mobileframeworkjavascript - Awesome iOS - A curated Awesome list of iOS ecosystem libraries, tools, and example projects, including both Objective-C and Swift resources. (Read more)
awesome-listsdeveloper-resourcesmobile - Awesome iOS Animation - An Awesome collection of iOS animation resources, including Objective-C and Swift libraries, demos, and articles, organized as a specialized directory for animation on iOS. (Read more)
iosanimationmobile - Awesome iOS UI - A specialized Awesome list dedicated to iOS UI and UX libraries, components, and patterns. (Read more)
mobiledesign - Awesome IoT & Hybrid - An awesome list of tools, frameworks, and resources for building IoT and hybrid applications, with a focus on web technologies. (Read more)
iotwebframework - Awesome IPFS - A curated list of awesome projects, tools, and resources built on or for IPFS, the peer‑to‑peer hypermedia protocol. (Read more)
awesome-listsblockchaincurated-lists - Awesome IRC - A curated list of tools, clients, servers, and resources for IRC, the open source Internet Relay Chat messaging protocol. (Read more)
awesome-listscommunicationopen-source - Awesome IT Quotes - An awesome list of interesting, funny, and insightful IT-related quotes collected for developers. (Read more)
funit - Awesome J2ME - Awesome directory of libraries and resources for J2ME, the Java specification for older mobile devices and PDAs. (Read more)
awesome-listsmobilejava - Awesome JAMstack - A curated list of JAMstack resources, services, tools, and articles for modern web development with JavaScript, APIs, and Markup. (Read more)
jamstackweb-developmentstatic-websites - Awesome Java - Awesome list of Java frameworks, libraries, and software spanning the Java ecosystem. (Read more)
awesome-listsjavadeveloper-tools - Awesome JavaScript Learning - An awesome list of high-quality resources, tutorials, and materials for learning JavaScript. (Read more)
javascripteducationweb-development - Awesome JAX - An Awesome directory for JAX, collecting libraries, projects, and learning resources for high-performance machine learning with automatic differentiation and XLA compilation. (Read more)
awesome-listsaideveloper-resources - Awesome JMeter - A curated Awesome list of plugins, tools, and learning resources for Apache JMeter load testing and performance measurement. (Read more)
awesome-liststestingperformance - Awesome Job Boards - An Awesome curated list of niche job boards targeted at specific industries, roles, or communities. (Read more)
careerjobsaggregator - Awesome jQuery - An awesome list of jQuery plugins, resources, and tools for DOM manipulation and front-end development. (Read more)
awesome-listsjavascriptweb - Awesome JSON - An awesome curated list of JSON libraries, tools, and resources, including extensions like GeoJSON and JSON datasets. (Read more)
awesome-listsjsondeveloper-tools - Awesome JSON Datasets - A curated awesome list of publicly available JSON datasets for testing, learning, and data-driven projects. (Read more)
datasetsjsonawesome-lists - Awesome Julia - Awesome directory of Julia language libraries, tools, and resources, aligned with the global Awesome lists ecosystem. (Read more)
awesome-listsjuliadeveloper-tools - Awesome Jupyter - A curated Awesome list of tools, extensions, notebooks, and resources for the Jupyter ecosystem, supporting interactive computing and data science workflows. (Read more)
awesome-listspythondata-science - Awesome JVM - A curated list of awesome libraries, tools, and resources for the Java Virtual Machine ecosystem. (Read more)
awesome-listsdeveloper-resources - Awesome k6 - An Awesome collection of resources, tools, and examples for k6, the open‑source performance testing tool by Grafana. (Read more)
awesome-liststestingdeveloper-tools - Awesome Katas - A curated Awesome list of programming kata exercises and resources for deliberate practice. (Read more)
awesome-listsdeveloper-resourceseducation - Awesome KDE - A curated list of applications, tools, and resources from the KDE community for a user‑friendly computing experience. (Read more)
awesome-listsdesktop - Awesome KnockoutJS - An awesome list of KnockoutJS libraries, plugins, and resources for MVVM-style web applications. (Read more)
javascriptwebframework - Awesome Kotlin - Curated Awesome list of Kotlin libraries, frameworks, and tools. (Read more)
awesome-listsdeveloper-toolscurated-lists - Awesome Kubernetes - A curated list of Kubernetes resources, including tools, tutorials, and production best practices for container orchestration. (Read more)
kubernetescloudawesome-lists - Awesome Kustomize - A curated list of awesome Kustomize resources, plugins, tools, and examples for Kubernetes-native declarative configuration management. (Read more)
kubernetesdevopsconfiguration - Awesome Laravel - A curated awesome list of Laravel ecosystem resources, including packages, tutorials, and learning materials. (Read more)
awesome-listsphpweb-development - Awesome Laravel Education - A curated collection of educational resources for learning Laravel, including tutorials, screencasts, and courses. (Read more)
laraveleducationweb-development - Awesome LaTeX - An Awesome collection of LaTeX packages, templates, editors, and learning materials. (Read more)
awesome-listsdocumentationmath - Awesome Learn by Playing - An Awesome-style curated list of resources that teach programming languages through games and playful activities, part of the wider Awesome directories ecosystem. (Read more)
awesome-listseducationgames - Awesome Learn Data Science - An Awesome list focused specifically on high-quality tutorials and learning resources for data science, extending the broader Awesome Data Science directory. (Read more)
data-scienceeducationresources - Awesome Learn Gamedev - An awesome directory of learning materials, tutorials, and courses focused on learning game development. (Read more)
gameseducationawesome-lists - Awesome Ledger - An Awesome list of tools, scripts, and resources for Ledger, a command-line double-entry accounting system. (Read more)
awesome-listsfinancialcli - Awesome Less - An awesome list of Less CSS preprocessor tools, libraries, frameworks, and resources. (Read more)
awesome-listscssweb-development - Awesome libGDX - An awesome curated list of extensions, tools, and resources for the libGDX Java game development framework. (Read more)
awesome-listsgamesjava - Awesome LIDAR - Awesome list of libraries, datasets, and tools for working with LIDAR sensors and point cloud data. (Read more)
awesome-listsgisdatasets - Awesome Linguistics - An Awesome-style curated list of resources, tools, and references for linguistics and language science. (Read more)
awesome-listslinguisticsresearch - Awesome Linux - A curated list of awesome Linux distributions, tools, resources, and learning material for Linux users and developers. (Read more)
awesome-listssoftwarecurated-lists - Awesome Linux Containers - A curated list of awesome resources, tools, and projects for working with Linux containers and containerization technologies. (Read more)
awesome-listslinuxdevops - Awesome lit - An awesome list of resources, tools, and examples for lit, the library for building fast, lightweight web components. (Read more)
awesome-listsweb-development - Awesome Lockpicking - An awesome list of lockpicking resources covering the art and practice of opening locks by manipulating their components without using the original key. (Read more)
awesome-listsoutdoorssecurity - Awesome LÖVE - An awesome list of libraries, tools, and resources for the LÖVE (love2d) 2D game framework. (Read more)
awesome-listsdeveloper-resourcesgames - Awesome Low Code - An Awesome collection of low-code and no-code platforms, tools, and resources enabling solution building with minimal programming. (Read more)
awesome-listssaasbusiness-tools - Awesome Lua - A curated awesome list of quality Lua packages and resources, functioning as a directory of Lua ecosystem tools and libraries. (Read more)
awesome-listsdeveloper-resources - Awesome Lucid Dreams - An Awesome list of resources about lucid dreaming, where dreamers are aware they are dreaming, including guides and research. (Read more)
lifestylehealthawesome-lists - Awesome Lumen - A curated list of packages, tools, and resources for the Lumen PHP micro-framework. (Read more)
awesome-listsphpweb-development - Awesome Mac - A curated collection of awesome macOS applications, tools, and resources for Apple’s desktop operating system. (Read more)
awesome-listsdesktopweb-directory - Awesome Machine Learning - A comprehensive Awesome list of machine learning frameworks, libraries, and software, spanning multiple languages and platforms. (Read more)
awesome-listsmachine-learningdata-science - Awesome macOS Screensavers - A curated list of awesome screensavers available for macOS. (Read more)
macosdesktopmedia - Awesome Mad Science npm Packages - A curated Awesome list of seemingly impossible or experimental npm packages that actually exist. (Read more)
javascriptnpmawesome-lists - Awesome Magento - An Awesome list of resources, extensions, and tools for Magento 2, the open source PHP-based eCommerce platform. (Read more)
awesome-listsecommercephp - Awesome Malware Analysis - A curated awesome list of tools, resources, and references for malware analysis, reverse engineering, and threat research. (Read more)
securitymalwarereverse-engineering - Awesome Malware Persistence - An awesome directory of materials on malware persistence techniques used by adversaries to maintain access across reboots and system changes. (Read more)
securitymalware - Awesome Marionette.js - A curated collection of resources, examples, and tools for Marionette.js, a Backbone-based application framework. (Read more)
javascriptframeworkawesome-lists - Awesome Markdown - An Awesome list of Markdown tools, parsers, editors, and resources related to the Markdown markup language. (Read more)
awesome-listsdeveloper-toolscurated-lists - Awesome Master CSS - A curated list of resources and tools for Master CSS, a virtual CSS language with enhanced syntax for styling web projects. (Read more)
cssweb-developmentdesign - Awesome Mastodon - A curated Awesome directory of tools, clients, libraries, and resources for the Mastodon decentralized microblogging network. (Read more)
awesome-listssocialopen-source - Awesome Material Design - A curated awesome list of Material Design resources, frameworks, and tools for building material-styled UIs. (Read more)
designuiweb-development - Awesome Material-UI - A curated collection of components, templates, tools, and learning materials for Material-UI (MUI) React components. (Read more)
uireactdesign - Awesome Math - A curated "awesome" list of high-quality mathematics resources, including books, tutorials, and tools, maintained as part of the broader Awesome directories ecosystem. (Read more)
awesome-listsmathresearch - Awesome MDBootstrap - An awesome list of templates, layouts, components, and widgets for quickly building websites with MDBootstrap. (Read more)
awesome-liststemplatesweb-development - Awesome Mental Health - An Awesome collection of resources focused on mental health awareness and self-care in the software and tech industry. (Read more)
healthlifestyleawesome-lists - Awesome Meteor - A curated, community-driven list of awesome Meteor packages, libraries, resources, and related tools, serving as an index of high-quality resources in the Meteor ecosystem. (Read more)
javascriptframeworkawesome-lists - Awesome Micro npm Packages - An Awesome collection of tiny, focused npm packages for Node.js and JavaScript. (Read more)
javascriptnodejspackages - Awesome MicroPython - A curated Awesome list of libraries and resources for MicroPython, a lean implementation of Python 3 for microcontrollers. (Read more)
awesome-listspythoniot - Awesome Microservices - An awesome curated list of microservices-related resources, frameworks, and tools. (Read more)
microservicesarchitectureawesome-lists - Awesome Minecraft - An awesome list of tools, mods, libraries, and resources for Minecraft-related development and content creation. (Read more)
awesome-listsgamesmods - Awesome Minimalist - A curated awesome list of simple and lightweight minimalist frameworks. It aggregates and organizes minimalistic libraries and tools, contributing to the wider ecosystem of GitHub awesome lists. (Read more)
frameworkminimalist - Awesome Mobile Web Development - A curated collection of articles, tools, and best practices focused on creating high-quality mobile web experiences. (Read more)
mobileweb-developmentperformance - Awesome MongoDB - An Awesome list of MongoDB drivers, tools, libraries, and documentation resources for the document-oriented NoSQL database. (Read more)
awesome-listsdatabasemongodb - Awesome Motion UI Design - A curated list of resources for motion UI design, including articles, tools, libraries, and examples. (Read more)
designuianimation - Awesome Move - A curated Awesome list of Move language tools, libraries, frameworks, and educational resources for writing safe smart contracts. (Read more)
awesome-listsblockchaindeveloper-tools - Awesome MQTT - An Awesome list of MQTT-related resources, libraries, and tools for Internet of Things connectivity. (Read more)
awesome-listsiotcommunication - Awesome Music - Curated awesome list of frameworks, libraries, software, and resources for music creation, analysis, and processing. (Read more)
awesome-listsmediaaudio - Awesome MySQL - A curated list of awesome MySQL software, libraries, tools, and resources, acting as a comprehensive directory for the MySQL ecosystem. (Read more)
mysqldatabaseawesome-lists - Awesome Naming - A curated list of patterns, ideas, and resources for naming things in computer science, including variables, functions, APIs, and projects. (Read more)
awesome-listsdeveloper-resourcescurated-lists - Awesome Natural Language Generation - An Awesome directory of resources and tools for natural language generation, including data-to-text, conversational agents, and narrative generation. (Read more)
nlpmachine-learningai - Awesome Neo4j - An Awesome collection of tools, drivers, libraries, and learning materials for the Neo4j graph database. (Read more)
awesome-listsdatabasegraph - Awesome Neon - A curated Awesome list of tools, guides, and examples for Neon, an open-source alternative to AWS Aurora for Postgres-compatible serverless databases. (Read more)
awesome-listsdatabasecloud - Awesome Neovim - A curated list of awesome Neovim plugins, configurations, and resources, focusing on extending Neovim’s functionality and usability. (Read more)
awesome-listseditordeveloper-tools - Awesome NestJS - An awesome list of community resources, libraries, and tools related to the NestJS framework. (Read more)
javascriptawesome-lists - Awesome Network Analysis - A curated list of awesome network analysis resources, including tools, libraries, and references for network science and graph analysis. (Read more)
graphdata-scienceawesome-lists - Awesome Network Embedding - An Awesome curated list of network embedding papers and associated implementations. (Read more)
machine-learninggraphawesome-lists - Awesome Network JS - A curated Awesome list of JavaScript resources and libraries focused on networking and HTTP/network layers. (Read more)
javascriptnetworkingdeveloper-tools - Awesome Networking - A curated Awesome-style list of networking libraries, tools, and learning resources, serving as a meta-directory for network programming and related topics. (Read more)
networkingdeveloper-tools - Awesome Neuroimaging - An Awesome collection of software tools for analyzing brain data and neuroimaging from living subjects. (Read more)
scientific-computingdata-scienceresearch - Awesome Neuroscience - A curated Awesome list of resources related to the study of the nervous system and brain, including tools, datasets, and references. (Read more)
neuroscienceresearchawesome-lists - Awesome nginx Resources - A curated collection of resources, modules, tools, and documentation for the nginx web server. (Read more)
serverwebdevops - Awesome Nix - A curated Awesome list of packages, tools, documentation, and learning resources for the Nix package manager and Nix ecosystem. (Read more)
awesome-listsdeveloper-resources - Awesome No-Login Web Apps - An Awesome directory of web applications that can be used without creating an account or logging in, focused on privacy and quick utility. (Read more)
awesome-listsprivacyweb - Awesome Node-RED - A curated Awesome-style list of nodes, flows, dashboards, and learning resources for Node-RED, the flow-based programming tool for wiring hardware, APIs, and services. (Read more)
awesome-listsiotdeveloper-tools - Awesome Node.js - A curated list of astonishing Node.js frameworks, libraries, and resources, serving as an awesome‑style directory for Node.js development. (Read more)
nodejsdeveloper-toolsawesome-lists - Awesome Non-Financial Blockchain - An Awesome list focused on non-financial blockchain applications, aggregating tools, platforms, and resources beyond cryptocurrency use cases. (Read more)
blockchaindecentralizedapplications - Awesome NoSQL Guides - An Awesome list of guides and learning resources focused on non-relational, distributed, open-source, and horizontally scalable NoSQL databases. (Read more)
nosqldatabaseawesome-lists - Awesome npm - A curated Awesome list of resources, tools, and packages for the npm package manager ecosystem. (Read more)
awesome-listsdeveloper-resources - Awesome npm Scripts - An Awesome list of tools, patterns, and resources for using npm scripts as a task runner. (Read more)
awesome-listsjavascriptbuild-tools - Awesome Observables - A curated Awesome list of observable pattern libraries and resources for JavaScript. (Read more)
awesome-listsjavascriptdeveloper-resources - Awesome OCaml - Awesome-style curated directory of OCaml libraries, tools, and resources. (Read more)
awesome-listsocamldeveloper-tools - Awesome Offline-First - An awesome list of resources, patterns, and tools for building offline-first web and mobile applications. (Read more)
webmobileoffline - Awesome Omarchy - A curated list of resources related to Omarchy, an opinionated Arch Linux and Hyprland desktop environment from the creator of Ruby on Rails. (Read more)
awesome-listslinuxdesktop - Awesome Open Companies - A community-curated directory of open companies, featuring organizations that maintain transparency in various aspects. Relevant as an example of a themed awesome directory. (Read more)
open-companiestransparencycurated-listscommunity - Awesome Open Company - A curated Awesome list of open companies that practice transparency in their operations, finances, and culture. (Read more)
awesome-listsopen-companiestransparency - Awesome Open Hardware - Awesome directory of open-source hardware projects, tools, and related resources. (Read more)
hardwareopen-sourceawesome-lists - Awesome Open Source - A directory website that indexes and categorizes open-source projects from GitHub, making it easy to discover and explore high-quality repositories by topic. (Read more)
open-sourcegithubproject-discoverysoftware - Awesome Open Source Documents - Awesome list of open source documents such as manuals, books, guides, and papers that are maintained collaboratively. (Read more)
documentsopen-sourcedocumentation - Awesome Open Source Games - An awesome directory of open-source games with source code available, spanning multiple genres and platforms. (Read more)
gamesopen-sourcesoftware - Awesome Open Source Maintainers - An Awesome list focusing on the experiences, guides, and resources for open source maintainers and project stewardship. (Read more)
open-sourcecommunityresources - Awesome Open Source Photography - A curated awesome list of open source photography software, tools, and resources. (Read more)
awesome-listsphotographyopen-source - Awesome Open Source Supporters - A curated Awesome list of companies and organizations that provide free tools, services, or infrastructure to open source projects. (Read more)
open-sourcecommunitybusiness-tools - Awesome OpenGL - An awesome list of OpenGL libraries, resources, and learning materials for 2D and 3D graphics programming. (Read more)
awesome-listsgraphicscpp - Awesome OpenID Connect - A curated awesome list of libraries, tools, and resources for working with OpenID Connect, an identity and authentication protocol built on OAuth 2.0. (Read more)
securityauthenticationawesome-lists - Awesome OpenStreetMap - Awesome list of tools, editors, libraries, and resources for working with OpenStreetMap data and ecosystem. (Read more)
gismapsawesome-lists - Awesome OpenTofu - A curated list of awesome OpenTofu modules, tools, providers, and learning resources for open-source infrastructure as code. (Read more)
awesome-listsinfrastructureopen-source - Awesome PageSpeed Metrics - An awesome list of metrics, tools, and references to understand and improve page speed and web user experience. (Read more)
performancewebanalytics - Awesome Parasite - A curated list of resources on parasites and host–pathogen interactions for research and study in parasitology and related fields. (Read more)
awesome-listsresearchbiology - Awesome Pascal - Curated Awesome directory of Pascal libraries, tools, and resources. (Read more)
awesome-listsdeveloper-toolspascal - Awesome Password Cracking - An awesome list of resources and tools for password cracking and password security research. (Read more)
securitycryptographyawesome-lists - Awesome Payload - Awesome list of resources, examples, and tools for Payload, an open source, Next.js–native headless CMS. (Read more)
awesome-listscmsjavascript - Awesome PCAPTools - An Awesome curated directory of tools for working with PCAP files, including analysis, manipulation, and visualization utilities for network traffic captures. (Read more)
networkingsecurityanalysis - Awesome Perl - Awesome list compiling notable Perl modules, tools, and resources. (Read more)
awesome-listsperldeveloper-tools - Awesome Permacomputing - An Awesome list focused on resilient and regenerative computing practices inspired by permaculture, including concepts, tools, and experiments. (Read more)
sustainabilitycomputingawesome-lists - Awesome Pest - An Awesome list of resources and libraries for the Pest parser generator ecosystem in Rust. (Read more)
awesome-listsrustdeveloper-tools - Awesome Phalcon - A curated collection of Phalcon PHP framework resources, plugins, and tools. (Read more)
awesome-listsphpframework - Awesome PICO-8 - An awesome directory of carts, tools, libraries, and resources for the PICO-8 fantasy console. (Read more)
awesome-listsgameshardware - Awesome Pinned Gists - An awesome list and framework for creating dynamic pinned gists for GitHub profiles, showcasing projects and activity. (Read more)
githubdeveloper-toolsawesome-lists - Awesome Pipeline - An awesome list of pipeline toolkits, inspired by Awesome Sysadmin, serving as a specialized directory in the awesome meta-collection. (Read more)
awesome-listsdevopsworkflow - Awesome Pixel Art - Awesome directory of tools, tutorials, resources, and inspiration for creating and working with pixel-level digital art. (Read more)
designgraphicsgames - Awesome Play1 - A curated list of libraries, modules, and resources for the Play1 Framework. (Read more)
awesome-listsweb-developmentdeveloper-tools - Awesome PlayCanvas - An awesome list of tutorials, components, and tools for the PlayCanvas WebGL game engine and platform. (Read more)
gameswebglengine - Awesome Playwright - A curated Awesome list of tools, libs, and resources for Playwright, the Node.js library to automate Chromium, Firefox, and WebKit. (Read more)
testingjavascriptbrowser - Awesome Plone - Awesome-style curated list of add-ons, tools, and documentation for Plone, an open-source Python CMS. (Read more)
awesome-listscmspython - Awesome Plotters - Awesome directory of software, hardware, and projects related to computer-controlled plotters and drawing machines. (Read more)
awesome-listshardwaregraphics - Awesome PocketBase - An Awesome list of resources, tools, and examples for PocketBase, an open-source Go-based backend in a single file. (Read more)
backenddatabasego - Awesome Pokémon - An Awesome directory of Pokémon and Pokémon GO tools, datasets, libraries, and community resources. (Read more)
awesome-listsgamesdatasets - Awesome Polymer - A curated list of resources and components for building Web Components applications with the Polymer library. (Read more)
awesome-listsjavascriptweb-components - Awesome Ponyfills - A curated Awesome list of ponyfills—libraries that provide modern APIs without modifying native JavaScript objects. (Read more)
javascriptpolyfills - Awesome Position-Based Quantum Cryptography - An awesome list collecting theory, papers, and resources on position-based quantum cryptography, which uses relativistic constraints to achieve security under certain conditions. (Read more)
quantum-computingcryptographyresearch - Awesome PostCSS - An awesome list of PostCSS plugins, tools, and resources for transforming CSS with JavaScript. (Read more)
awesome-listscssjavascript - Awesome PostgreSQL - An Awesome list of PostgreSQL resources, including tools, libraries, and guides for the object-relational database system. (Read more)
databasepostgresqlopen-source - Awesome PowerShell - An awesome collection of PowerShell modules, scripts, and resources for Windows, macOS, and Linux users. (Read more)
awesome-listswindowscli - Awesome PowerToys Run Plugins - A curated list of community plugins for PowerToys Run, the Windows quick launcher, organized in an awesome‑style directory. (Read more)
windowsproductivityawesome-lists - Awesome Preact - An awesome list of libraries, components, and resources for Preact, a fast 3kB React alternative with the same modern API. (Read more)
awesome-listsjavascriptweb - Awesome Prisma - A curated list of awesome resources and tools around Prisma, a toolkit that can turn your database into a GraphQL API and simplify database workflows. (Read more)
awesome-listsdatabasedeveloper-tools - Awesome Product Design - A curated list of resources for product design, covering the process from initial concept through prototyping and production. (Read more)
designproductivityawesome-lists - Awesome Product Management - A curated awesome list of resources, books, and tools to learn and improve skills in product management. (Read more)
productivitybusiness-toolsresources - Awesome Productivity - An Awesome list of productivity tools, techniques, resources, and articles aimed at improving personal and professional efficiency. (Read more)
productivityawesome-lists - Awesome Programming for Kids - A curated awesome list of resources, tools, and learning materials to teach programming to children. (Read more)
educationprogrammingawesome-lists - Awesome Progressive Web Apps - A curated list of resources, tools, and examples for building Progressive Web Apps (PWAs). (Read more)
webfrontendawesome-lists - Awesome Prometheus - A curated Awesome list of tools, exporters, dashboards, and resources for the Prometheus open-source monitoring system. (Read more)
monitoringobservabilitydevops - Awesome Promises - A curated list of useful JavaScript resources, libraries, and tools for working with Promises, as part of the Awesome collection. (Read more)
javascriptasyncdeveloper-tools - Awesome Prompt Injection - An awesome list of resources focused on prompt injection, a class of vulnerabilities targeting machine learning and LLM systems, including papers, tools, and mitigation techniques. (Read more)
awesome-listssecurityllm - Awesome Public Datasets - A curated list of high-quality public datasets, this directory is invaluable for researchers, developers, and data enthusiasts seeking open data resources. (Read more)
datasetsopen-datacurated-listsresearch - Awesome Public Datasets - CyberSecurity Category - The CyberSecurity category of the Awesome Public Datasets (APD) meta-directory, listing curated cybersecurity-related datasets such as CCCS-CIC-AndMal-2020 and Traffic and Log Data Captured During a Cyber Defense Exercise. It is part of the broader Awesome-style collection of high-quality, topic-organized resources. (Read more)
datasetssecurityresearch - Awesome Public Datasets - eSports: FIFA Complete Player Dataset - An Awesome Public Datasets (APD) catalog entry under the eSports category that indexes and documents the FIFA-2021 Complete Player Dataset from Kaggle, integrating it into an awesome-style meta collection of high-quality public datasets. (Read more)
datasetsgamessports - Awesome Public Datasets - Finance / BIS Statistics - A finance-focused entry in the Awesome Public Datasets meta-directory that links to the Bank for International Settlements (BIS) full statistical data sets. This Awesome-style listing provides a curated pointer and metadata for accessing international banking and financial statistics. (Read more)
datasetsfinanceeconomics - Awesome Public Datasets - Finance / Blockmodo Coin Registry - An Awesome Public Datasets finance category entry referencing Blockmodo’s Coin Registry, a GitHub-hosted collection of JSON-formatted metadata for cryptocurrencies. It is included as part of the curated Awesome-style directory of public financial and crypto-related datasets. (Read more)
datasetsfinanceblockchain - Awesome Public Datasets - Finance / CBOE Futures Exchange Market Data - A listing within the Awesome Public Datasets finance section pointing to CBOE Futures Exchange market data. It serves as a curated Awesome-style reference to futures data including pricing and trading information. (Read more)
financedatasetstrading - Awesome Public Datasets - Finance / Complete FAANG Stock Data - A finance entry in the Awesome Public Datasets meta-collection linking to a Kaggle dataset that contains complete historical stock data for FAANG companies. The Awesome listing provides a curated index entry and metadata in the APD core repo. (Read more)
financedatasetsmachine-learning - Awesome Public Datasets - Finance / Google Finance - An Awesome Public Datasets finance entry that references Google Finance as a source of market quotes, financial news, and stock data. It is part of the broader Awesome-style directory of public finance-related data sources. (Read more)
financedatasetsopen-data - Awesome Public Datasets - Finance / Google Trends (Finance) - A curated Awesome Public Datasets finance listing linking to Google Trends, here used for finance-related trend and search interest data. The entry is maintained in the APD core repository as part of the Awesome-style catalog of public data resources. (Read more)
datasetsfinanceanalytics - Awesome Public Datasets - Finance / NASDAQ Data - An Awesome Public Datasets finance category item pointing to NASDAQ Data Link, which offers market and financial datasets. The entry is part of the Awesome-style meta-directory that indexes major public financial data providers. (Read more)
datasetsfinancialawesome-lists - Awesome Public Datasets - Finance / NYSE Market Data - A finance section entry in the Awesome Public Datasets directory referring to NYSE market data. It is included as a curated Awesome-style pointer to stock exchange data for research and analysis. (Read more)
datasetsfinancetrading - Awesome Public Datasets - Finance / OSU Financial Data - An entry in the Awesome Public Datasets finance section linking to OSU Financial Data hosted by the Fisher College of Business. The Awesome listing indexes these academic financial datasets as part of its curated public data catalog. (Read more)
financedatasetsresearch - Awesome Public Datasets - Finance / Yahoo Finance - An Awesome Public Datasets finance listing that points to Yahoo Finance, a widely used portal for stock quotes, historical prices, and financial news. It is included in the Awesome-style public datasets directory as a key financial data source. (Read more)
awesome-listsfinancedatasets - Awesome Public Datasets - Government (Meta: Chicago) - Entry in the Awesome Public Datasets collection pointing to Chicago’s official open data portal, providing a curated directory of municipal datasets across many domains (crime, transportation, city services, etc.) as part of the broader awesome-style data catalog. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government (Meta: Chile) - Awesome Public Datasets catalog entry for Chile’s national open data portal, offering an organized directory of government datasets relevant to Chile as part of the awesome-style data resources. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government (Meta: China) - Awesome Public Datasets meta entry for China’s official statistical data service, providing a directory of economic, demographic, and social indicators in an awesome-style collection. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government (Meta: Dallas Open Data) - Catalog entry in Awesome Public Datasets linking to Dallas Open Data, the city’s central directory of open municipal datasets across public safety, transportation, infrastructure, and more. (Read more)
open-datacitydatasets - Awesome Public Datasets - Government (Meta: DataBC) - Awesome Public Datasets meta reference to DataBC, the Province of British Columbia’s open data catalog, aggregating provincial datasets in an organized, searchable directory. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government (Meta: Debt to the Penny) - An Awesome Public Datasets entry for the U.S. Treasury’s Debt to the Penny dataset portal, a focused directory exposing official data on total public debt outstanding. (Read more)
datasetsfinancegovernment - Awesome Public Datasets - Government (Meta: Denver Open Data) - Meta entry in Awesome Public Datasets that links to Denver Open Data, the city’s comprehensive open data catalog spanning geospatial, civic, and operational datasets. (Read more)
datasetsgovernmentgis - Awesome Public Datasets - Government (Meta: Durham, NC Open Data) - Awesome Public Datasets catalog item referencing Durham, North Carolina’s ArcGIS-based open data portal, a structured directory for city datasets and maps. (Read more)
governmentdatasetsgis - Awesome Public Datasets - Government (Meta: Edmonton, AB, Canada) - An entry in the Awesome Public Datasets collection that points to Edmonton’s open data portal, a curated directory of municipal datasets from the City of Edmonton. (Read more)
open-datacitydatasets - Awesome Public Datasets - Government (Meta: England LGInform) - Awesome Public Datasets meta link to LGInform, a UK local government data service providing a directory of statistics and indicators for councils across England. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government (Meta: EuroStat) - Meta entry in Awesome Public Datasets referencing Eurostat’s main database, an extensive directory of official EU statistics across economics, population, and more. (Read more)
datasetseconomicsstatistics - Awesome Public Datasets - Government (Meta: EveryPolitician) - Awesome Public Datasets item for EveryPolitician, an ongoing project that collates and openly publishes structured data about politicians worldwide, organized as reusable datasets. (Read more)
open-datapoliticsdatasets - Awesome Public Datasets - Government (Meta: Federal Committee on Statistical Methodology) - Entry in Awesome Public Datasets that links to the Federal Committee on Statistical Methodology (formerly FedStats), a U.S. portal directing users to official federal statistical data sources. (Read more)
datasetsgovernmentstatistics - Awesome Public Datasets - Government (Meta: Finland) - Awesome Public Datasets catalog entry for Finland’s national open data service, a centralized directory of Finnish governmental datasets. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government (Meta: France) - Meta entry in the Awesome Public Datasets list referring to data.gouv.fr’s datasets section, France’s official open data catalog and directory of public datasets. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government (Meta: Fredericton, NB, Canada) - Awesome Public Datasets item that points to Fredericton’s open data catalogue, a municipal directory of civic datasets for Fredericton, New Brunswick. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government (Meta: Gatineau, QC, Canada) - Entry in Awesome Public Datasets for Gatineau’s open data site, providing a structured directory of municipal datasets for the city in Quebec, Canada. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: Japan - Entry in the Awesome Public Datasets collection listing Japan’s official government statistics and open data portal, providing access to a wide range of public datasets for research and analysis. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets - Government: Laval, QC, Canada - Awesome Public Datasets catalog entry referencing Laval’s municipal open data portal, offering local government datasets for public use. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: Lexington, KY - Awesome Public Datasets entry pointing to Lexington, Kentucky’s open data portal with city government datasets for civic and research applications. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets - Government: London Datastore, UK - Listing in Awesome Public Datasets for the London Datastore, the Greater London Authority’s open data portal with extensive city datasets. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: London, ON, Canada - Awesome Public Datasets catalog item referencing London, Ontario’s municipal open data portal for accessing local government datasets. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets - Government: Los Angeles Open Data - Entry in Awesome Public Datasets linking to the City of Los Angeles open data portal, which publishes a broad range of civic datasets. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: Luxembourg Open Data Portal - Awesome Public Datasets item for Luxembourg’s national open data portal, providing datasets from Luxembourgish public sector organizations. (Read more)
open-datagovernmentdatasets - Awesome Public Datasets - Government: Malaysia - Catalog entry in Awesome Public Datasets for Malaysia’s official open data portal, hosting government datasets across multiple domains. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: MassGIS, Massachusetts, U.S. - Awesome Public Datasets listing for MassGIS, Massachusetts’ Office of Geographic Information, providing geospatial and mapping datasets. (Read more)
governmentgisdatasets - Awesome Public Datasets - Government: Metropolitan Transportation Commission (MTC), California, US - Entry in Awesome Public Datasets that references MTC’s open data library with transportation and regional planning datasets for the San Francisco Bay Area. (Read more)
transportationopen-datadatasets - Awesome Public Datasets - Government: Mexico - Awesome Public Datasets catalog item linking to Mexico’s national open data portal and dataset search interface. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets - Government: Mississauga, ON, Canada - Listing in Awesome Public Datasets for the City of Mississauga’s open data catalogue, offering municipal datasets to the public. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: Moldova - Awesome Public Datasets entry pointing to Moldova’s national open data portal with government datasets for reuse and analysis. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets - Government: Moncton, NB, Canada - Catalog item in Awesome Public Datasets referencing Moncton’s municipal open data portal that publishes local government datasets. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets - Government: Montreal, QC, Canada - Awesome Public Datasets listing for Montreal’s open data portal, providing access to a variety of city government datasets. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets - Government: Mountain View, California, US (GIS) - Entry in Awesome Public Datasets for Mountain View’s GIS-focused open data portal, publishing geospatial datasets for the city. (Read more)
governmentgisdatasets - Awesome Public Datasets - Government: NYC Open Data - Awesome Public Datasets catalog entry linking to New York City’s official open data portal, offering thousands of public datasets across city agencies. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets - Government: South Africa - A curated Awesome-style entry for South Africa’s official government statistics and open data, pointing to Statistics South Africa (Stats SA) as a primary source for national datasets across demographics, economy, and social indicators. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: State of Utah, US - An Awesome collection entry referencing Utah’s official open data portal, providing statewide government datasets such as transportation, environment, public safety, and demographics. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: Switzerland - An Awesome-style government data resource entry for the Swiss federal open data portal, offering machine-readable datasets from various Swiss public authorities. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: Taiwan - A separate Awesome public datasets listing for Taiwan’s government open data site, cataloging official datasets across domains like transportation, environment, and statistics. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets - Government: Taiwan g0v - An Awesome entry referencing the g0v-related Taiwan government open data portal, providing access to a wide range of Taiwanese public sector datasets for civic tech and analysis. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: Tel-Aviv Open Data - An Awesome-curated link to Tel Aviv’s municipal open data portal, offering datasets related to city services, planning, transportation, and local statistics. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: Texas Open Data - An Awesome public datasets entry pointing to the State of Texas open data portal, aggregating statewide government datasets on topics such as health, transportation, and public services. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: The World Bank - An Awesome-listed resource linking to The World Bank’s Open Knowledge Repository and data collections, including global development indicators and research datasets. (Read more)
economicsdatasetsopen-data - Awesome Public Datasets - Government: Toronto, ON, Canada - An Awesome-curated link to the City of Toronto’s official open data portal, offering municipal datasets for urban planning, transportation, environment, and city services. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets - Government: Tunisia - An Awesome public datasets entry for Tunisia’s government open data portal, providing access to Tunisian public sector datasets across multiple domains. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: U.K. Government Data - An Awesome-listed government data source referencing the UK national open data portal, data.gov.uk, aggregating datasets from central and local government bodies. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: U.S. American Community Survey - An Awesome catalog entry linking to the U.S. Census Bureau’s American Community Survey (ACS), a rich source of detailed demographic, social, economic, and housing data. (Read more)
datasetsdemographicsgovernment - Awesome Public Datasets - Government: U.S. CDC Public Health datasets - An Awesome public datasets resource for U.S. Centers for Disease Control and Prevention (CDC) public health datasets, with downloadable data files covering mortality, natality, surveys, and other health statistics. (Read more)
datasetshealthgovernment - Awesome Public Datasets - Government: U.S. Census Bureau - An Awesome entry pointing to the U.S. Census Bureau’s data portal, providing access to a wide range of U.S. population, economic, and geographic datasets. (Read more)
datasetsgovernmentdemographics - Awesome Public Datasets - Government: U.S. Department of Housing and Urban Development (HUD) - An Awesome-listed government dataset resource linking to HUD USER, HUD’s portal for datasets on housing, urban development, and related policy research. (Read more)
datasetsgovernmenthousing - Awesome Public Datasets - Government: U.S. Federal Government Agencies - An Awesome catalog entry referencing data.gov’s metrics section, summarizing open data publication across U.S. federal government agencies. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets - Government: U.S. Federal Government Data Catalog - An Awesome-curated link to catalog.data.gov, the primary U.S. federal government data catalog aggregating datasets from numerous agencies. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets - Government: U.S. Food and Drug Administration (FDA) - An Awesome entry for openFDA, the FDA’s open data initiative providing APIs and datasets on drugs, devices, and food products for research and applications. (Read more)
datasetsgovernmentapis - Awesome Public Datasets - Healthcare Category - A curated collection of healthcare-related public datasets that are part of the broader "Awesome"-style list ecosystem. This section aggregates and catalogs high‑quality, openly accessible medical and health datasets, suitable for research, analysis, and educational use. (Read more)
datasetshealthresearch - Awesome Public Datasets – Economics: SciencesPo World Trade Gravity Datasets - A curated entry in the Awesome Public Datasets (awesomedata) directory that links to SciencesPo’s World Trade Gravity Datasets, providing gravity-model-ready international trade data widely used in empirical trade research. (Read more)
datasetseconomicstrade - Awesome Public Datasets – Economics: The Atlas of Economic Complexity - An Awesome Public Datasets catalog entry pointing to Harvard’s Atlas of Economic Complexity, an interactive platform and data repository for exploring international trade flows and economic complexity indicators. (Read more)
economicstradedatasets - Awesome Public Datasets – Economics: The Center for International Data - An Awesome Public Datasets listing for UC Davis’s Center for International Data, which distributes international trade, production, and related economic datasets for research use. (Read more)
economicsdatasetsresearch - Awesome Public Datasets – Economics: The Observatory of Economic Complexity - A meta entry in the Awesome Public Datasets repository that references MIT’s Observatory of Economic Complexity, providing open data and visualizations on global trade and economic structure. (Read more)
datasetseconomicsdata-visualization - Awesome Public Datasets – Economics: UN Commodity Trade Statistics - An Awesome Public Datasets directory item covering the UN Comtrade database, which offers detailed UN Commodity Trade Statistics for international merchandise trade analysis. (Read more)
datasetseconomicstrade - Awesome Public Datasets – Economics: World Input-Output Database - A curated Awesome Public Datasets listing for the World Input-Output Database (WIOD), offering harmonized world input-output tables and underlying data for multi-country economic and trade analysis. (Read more)
datasetseconomicstrade - Awesome Public Datasets – Economics: World KLEMS - An Awesome Public Datasets entry that catalogs the World KLEMS analytical datasets, providing capital (K), labor (L), energy (E), materials (M), and service (S) input measures for productivity and growth analysis across countries. (Read more)
datasetseconomicsresearch - Awesome Public Datasets – Government Data: Germany - Part of the Awesome Public Datasets (APD) meta-collection, this entry catalogs the official German government statistics and open data portal, providing structured access to national statistical data for reuse. (Read more)
datasetsgovernmentstatistics - Awesome Public Datasets – Government Data: Ghent, Belgium - An APD government-data entry listing the official open data portal of the city of Ghent, Belgium, which offers a catalog of municipal open datasets for civic and research use. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets – Government Data: Glasgow, Scotland, UK - APD catalog entry for Glasgow’s official open data portal, providing open government datasets for the city, including geospatial, transportation, and civic information. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets – Government Data: Greece - APD meta-collection entry pointing to Greece’s national open data portal, offering access to Greek public sector datasets across ministries and agencies. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets – Government Data: Guardian World Governments - An Awesome Public Datasets listing for The Guardian’s world government data portal, aggregating key data and statistics about governments worldwide for comparative analysis. (Read more)
governmentopen-dataresearch - Awesome Public Datasets – Government Data: Halifax, NS, Canada - APD entry for the Halifax Regional Municipality open data program, providing public access to municipal datasets for Halifax, Nova Scotia. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets – Government Data: Helsinki Region, Finland - APD catalog item referencing the Helsinki Region Infoshare (HRI) portal, which publishes open data from the Helsinki metropolitan area for public reuse. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets – Government Data: Hong Kong, China - APD government section entry for data.gov.hk, the official Hong Kong SAR government data portal with machine-readable open datasets across departments. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets – Government Data: Houston, TX, US - Awesome Public Datasets listing for the City of Houston’s open data portal, exposing municipal datasets for transparency and civic innovation. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets – Government Data: Indian Government Data - APD entry for India’s national open government data portal data.gov.in, providing datasets from various Indian government ministries and departments. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets – Government Data: Iowa - APD listing for the State of Iowa’s open data portal, which publishes a wide range of state government datasets for public access and analysis. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets – Government Data: Ireland's Open Data Portal - Awesome Public Datasets entry pointing to Ireland’s national open data portal, cataloguing open datasets from Irish public sector bodies. (Read more)
governmentdatasetsopen-data - Awesome Public Datasets – Government Data: Israel Open Data Portal - APD catalog entry for the Israeli government open data portal data.gov.il, providing datasets from ministries and public bodies in Israel. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets – Government Data: Istanbul Municipality Open Data Portal - An APD meta entry referencing the Istanbul Metropolitan Municipality’s open data portal, offering urban, transportation, and municipal datasets. (Read more)
open-datacitydatasets - Awesome Public Datasets – Government Data: Italy - Awesome Public Datasets listing for dati.gov.it, Italy’s national catalog of public data metadata, aggregating open datasets from Italian public administrations. (Read more)
datasetsgovernmentopen-data - Awesome Public Datasets – Government Data: Jail deaths in America - An APD government-data entry highlighting Reuters’ investigative dataset and visualization on jail-by-jail mortality in the United States, providing compiled data not released by the U.S. government. (Read more)
datasetsresearchgovernment - Awesome Public Datasets (APD) - eSports: CS:GO Competitive Matchmaking Data - A curated entry in the Awesome Public Datasets (APD) collection for eSports, referencing the CS:GO Competitive Matchmaking Damage dataset on Kaggle. It provides structured metadata and categorization so this dataset can be discovered as part of a larger awesome-style directory of public datasets. (Read more)
gamesdatasetsmachine-learning - Awesome Public Datasets (APD) - eSports: OpenDota Data Dump - An eSports section item in the Awesome Public Datasets (APD) repository that describes and links to the OpenDota data dump, making this large Dota 2 dataset discoverable via an awesome-style meta directory of public datasets. (Read more)
datasetsgamesresearch - Awesome PureScript - A curated Awesome list of PureScript libraries, tools, and resources. (Read more)
programming-languagesfunctional-programmingdeveloper-tools - Awesome Pyramid - A curated list of packages, tutorials, and resources for the Pyramid Python web framework. (Read more)
awesome-listspythonframework - Awesome Python - A well-known Awesome list of Python frameworks, libraries, software, and learning resources, widely used as a central Python directory. (Read more)
pythonawesome-lists - Awesome Python Books - An awesome-style directory of Python books, collecting and organizing learning resources for Python developers. (Read more)
pythoneducationawesome-lists - Awesome Python Data Science - A curated Awesome list of Python tools and libraries for data science, data analysis, and machine learning. (Read more)
pythondata-sciencemachine-learning - Awesome Python Scientific Audio - A curated Awesome list of Python packages and resources for scientific audio and music research. (Read more)
pythonaudioresearch - Awesome Python Typing - An Awesome collection of tools, libraries, and resources for optional static typing in Python. (Read more)
awesome-listspythondeveloper-tools - Awesome Q# - An Awesome directory collecting Q# libraries, tools, samples, and learning materials for quantum programming. (Read more)
awesome-listsresearchcurated-lists - Awesome Qlik - An Awesome collection of resources, extensions, and tools for Qlik, the business intelligence and data analytics platform. (Read more)
awesome-listsdata-visualizationbusiness-tools - Awesome QR Code - Awesome directory of libraries, tools, and resources for generating, reading, and using QR codes. (Read more)
awesome-listsqr-codeweb-development - Awesome Qt - An awesome list of libraries, tools, and resources for the Qt cross‑platform GUI application framework. (Read more)
awesome-listsdeveloper-toolscurated-lists - Awesome Quality Assurance Roadmap - An Awesome-style roadmap collection outlining how to start and build a career in software testing and QA, including skills, tools, and learning resources. (Read more)
testingcareerawesome-lists - Awesome Quantified Self - An Awesome directory of tools, apps, devices, and resources for self-tracking and Quantified Self practices. (Read more)
healthquantified-selfdevices - Awesome Quantum Computing - An awesome list of learning materials, libraries, frameworks, and research papers about quantum computing and related topics. (Read more)
quantum-computingresearchawesome-lists - Awesome Quarto - Awesome directory of extensions, templates, and learning resources for Quarto, the scientific and technical publishing system. (Read more)
awesome-listsdocumentationtemplates - Awesome Question Answering - An Awesome list of datasets, models, and research focused on automated question answering in natural language. (Read more)
nlpmachine-learningdatasets - Awesome R - An Awesome-curated list of R packages, frameworks, and software for data analysis, statistics, and visualization. (Read more)
awesome-listsdatasetsresearch - Awesome R Learning Resources - An Awesome directory specifically focused on learning resources for the R programming language. (Read more)
reducationawesome-lists - Awesome Radio - A curated awesome list of radio-related software, tools, and resources, including streaming and broadcasting utilities. (Read more)
awesome-listscommunicationaudio - Awesome Rails - A curated list of tools, gems, guides, and resources for Ruby on Rails web application development. (Read more)
awesome-listsrubyweb-development - Awesome Rails Gems - A curated list of useful Ruby gems for Ruby on Rails applications. (Read more)
rubyweb-developmentframework - Awesome Random Forest - An awesome-style curated list of research papers, tutorials, and tools related to Random Forest machine learning methods. (Read more)
awesome-listsmachine-learningresearch - Awesome Raspberry Pi - A curated list of projects, tools, tutorials, and resources for the Raspberry Pi single‑board computer ecosystem. (Read more)
hardwareraspberry-piawesome-lists - Awesome React - A curated awesome list of resources around the React ecosystem, including libraries, tools, and learning material, structured as an awesome directory. (Read more)
awesome-listsjavascriptweb-development - Awesome React Components - An awesome list of React components and libraries, cataloging reusable UI and utility components for React projects. (Read more)
reactfrontendcomponents - Awesome React Hooks - A curated list of React Hooks resources, libraries, and examples for using hooks-based React development. (Read more)
awesome-listsreactweb-development - Awesome React Native - A curated list of awesome libraries, tools, tutorials, and resources for building native iOS and Android apps using React Native. (Read more)
reactmobileawesome-lists - Awesome Read the Docs - Awesome-style list of example projects and resources for building documentation with Read the Docs. (Read more)
documentationdeveloper-tools - Awesome README - An Awesome list showcasing well-crafted README files and resources for writing better project documentation. (Read more)
documentationawesome-lists - Awesome Recursion Schemes - A curated Awesome list of resources on recursion schemes for traversing and transforming nested data structures. (Read more)
functional-programmingprogrammingresources - Awesome Redux - A curated collection of Redux-related tools, middleware, utilities, and learning resources for state management in JavaScript apps. (Read more)
awesome-listsjavascriptdeveloper-tools - Awesome Refinery CMS - An Awesome list of plugins, extensions, and resources for the Ruby on Rails–based Refinery CMS. (Read more)
cmsrubyweb-development - Awesome Reflex - A curated list of awesome resources, components, templates, and learning materials for Reflex, the Python web framework for building fullstack apps without JavaScript. (Read more)
awesome-listspythonweb - Awesome Regex - A curated Awesome directory of resources, libraries, tools, and references for working with regular expressions across languages and platforms. (Read more)
awesome-listsdeveloper-toolsregex - Awesome Relay - A curated list of resources, libraries, and tools for building data-driven React applications using Facebook’s Relay framework. (Read more)
awesome-listsjavascriptweb-development - Awesome Remote Job - A curated GitHub directory of awesome remote job resources, including job boards, online communities, and tools for remote work. (Read more)
careerremote-workawesome-lists - Awesome Research Tools - An awesome list of research tools, platforms, and resources to support scientific and academic work. (Read more)
researchdatasetsawesome-lists - Awesome REST - A curated awesome list of resources, frameworks, and tools for building and consuming RESTful APIs. (Read more)
awesome-listsapisweb-development - Awesome RethinkDB - A curated Awesome list of drivers, tools, and resources for the RethinkDB open-source distributed database. (Read more)
databaseawesome-lists - Awesome Ripple - An Awesome-style curated collection of resources, libraries, and tools for working with the Ripple open source distributed settlement network. (Read more)
awesome-listsblockchainfinancial - Awesome Roadmaps - An awesome list of learning and career roadmaps that provide clear routes to improve knowledge and skills in various domains. (Read more)
awesome-listseducationcareer - Awesome Roblox - A curated awesome list of tools, libraries, learning resources, and community projects for Roblox, an immersive platform for hosting millions of diverse experiences and games. (Read more)
awesome-listsgamescommunity - Awesome Robotic Tooling - Awesome curated list of free and open-source tools that support professional robotic development workflows. (Read more)
roboticsopen-sourcedeveloper-tools - Awesome Robotics - A curated GitHub list of awesome robotics projects, software, hardware, and educational resources. (Read more)
roboticshardwareeducation - Awesome ROS - A curated list of libraries, tools, and resources for ROS 2 (Robot Operating System 2), used in building modern robot applications. (Read more)
awesome-listsdeveloper-resources - Awesome Roslyn - An awesome list of analyzers, code fixes, and resources for Roslyn, the open‑source C# and VB.NET compiler and analysis platform. (Read more)
awesome-listsdeveloper-toolsdotnet - Awesome RTC - An Awesome list of Real-Time Communications (RTC) resources focused on protocols, libraries, and tools for near-simultaneous exchange of media and data over networks. (Read more)
awesome-listsdeveloper-resourcescommunication - Awesome Ruby - An Awesome directory of Ruby libraries, frameworks, tools, and resources. (Read more)
awesome-listsrubydeveloper-tools - Awesome Rust - A community-maintained awesome list of Rust code and resources, providing a directory of notable Rust libraries, tools, and learning materials. (Read more)
awesome-listsrustdeveloper-tools - Awesome RxJava - Awesome list dedicated to the RxJava ecosystem, aggregating libraries and resources. (Read more)
awesome-listsjavadeveloper-tools - Awesome Salesforce - A curated list of awesome Salesforce libraries, tools, and resources for developers working on the Salesforce platform. (Read more)
saascrmawesome-lists - Awesome SaltStack - An Awesome collection of SaltStack modules, tools, and learning resources for the Python-based configuration management system. (Read more)
devopsconfigurationawesome-lists - Awesome SAP Commerce - An Awesome directory of extensions, tools, documentation, and learning materials for SAP Commerce, an e-commerce platform built with Java, Spring MVC, and Angular. (Read more)
ecommercejavaawesome-lists - Awesome Sass - A curated awesome list of Sass tools, libraries, frameworks, and resources for the Sass CSS preprocessor. (Read more)
awesome-listsweb-developmentcss - Awesome Scala - Curated Awesome directory of Scala libraries, frameworks, and tools. (Read more)
awesome-listsscaladeveloper-tools - Awesome Scala Native - Awesome list focused on Scala Native—an optimizing ahead-of-time compiler for Scala based on LLVM—in the style of other Awesome directories. (Read more)
scalaprogramming-languagesawesome-lists - Awesome Scapy - An Awesome list of resources, scripts, and extensions for Scapy, the Python-based interactive packet manipulation program and library. (Read more)
awesome-listsnetworkingpython - Awesome Science Fiction - An awesome list of science fiction books and resources curated for developers and geeks. (Read more)
booksscience-fictionfun - Awesome Scientific Computing - A curated list of awesome libraries, tools, and resources for scientific computing focused on solving complex scientific problems using computers. (Read more)
scientific-computingdata-scienceawesome-lists - Awesome Scientific Writing - A curated awesome list of tools, resources, and best practices for distraction-free scientific writing using Markdown, reStructuredText, and Jupyter Notebooks. (Read more)
educationproductivityawesome-lists - Awesome Scriptable - Awesome-style directory of scripts, examples, and resources for Scriptable, the iOS JavaScript automation app. (Read more)
iosautomationjavascript - Awesome Security - An awesome list of security-related software, libraries, documents, and resources. It serves as a comprehensive security directory in the awesome-list ecosystem. (Read more)
securitydevopsawesome-lists - Awesome Security Card Games - An awesome directory of security-focused card games that help train security skills and facilitate discussion on security topics. (Read more)
securitygames - Awesome Seed RS - A curated collection of Seed framework resources, examples, and libraries for building Rust-powered WebAssembly web apps. (Read more)
awesome-listsrustwebassembly - Awesome Selenium - An Awesome collection of Selenium frameworks, tools, and resources for browser automation and end‑to‑end testing. (Read more)
testingautomationweb - Awesome Selfhosted - A directory of self-hosted software and services, this repository is a comprehensive resource for discovering open-source alternatives to commercial SaaS products, organized by category. (Read more)
self-hostedopen-sourcesoftwarealternatives - Awesome Serverless - Awesome curated list of services, solutions, and educational resources for serverless and no‑backend application architectures. (Read more)
serverlessclouddeveloper-tools - Awesome Serverless Framework - A curated list of resources, examples, plugins, and tools for the Serverless Framework and serverless architectures. (Read more)
serverlessclouddeveloper-tools - Awesome Service Workers - An awesome list of resources, libraries, and learning materials focused on Service Workers and related web technologies. (Read more)
webjavascriptdeveloper-resources - Awesome Shell - An awesome curated list focused on command-line frameworks, toolkits, guides, and utilities for shell environments. (Read more)
awesome-listscliterminal - Awesome Silverstripe CMS - Curated Awesome list of modules, themes, and resources for the PHP-based Silverstripe CMS and framework. (Read more)
cmsphpweb-development - Awesome Site Reliability Engineering - An Awesome list of Site Reliability Engineering resources, best practices, and tools. (Read more)
sredevopsmonitoring - Awesome Sitecore - Awesome directory of modules, tools, and learning resources for Sitecore, a .NET-based digital marketing and CMS platform. (Read more)
awesome-listscmsdotnet - Awesome Sketch - An awesome list of plugins, resources, and tools for Sketch, the macOS design application. (Read more)
awesome-listsdesignmacos - Awesome Slack - A curated Awesome list of Slack resources, tools, tips, and communities focused on team collaboration and communication. Includes an additional Awesome sublist for Slack-based communities. (Read more)
awesome-listscommunicationproductivity - Awesome Slack Communities - An Awesome list specifically focused on notable and useful Slack communities across different interests and professions. (Read more)
communicationcommunitysocial - Awesome Slim - A curated list of Slim framework resources, middleware, and extensions for PHP. (Read more)
awesome-listsphpweb-development - Awesome Smart TV - An awesome collection of frameworks, tools, and resources for building applications for various Smart TV platforms. (Read more)
mediatvapps - Awesome SNMP - An Awesome collection of tools, libraries, and documentation for Simple Network Management Protocol (SNMP) used to manage and monitor devices on IP networks. (Read more)
awesome-listsnetworkingsecurity - Awesome Software Architecture - A curated list of resources on software architecture, including patterns, principles, books, and tools for designing and building software systems. (Read more)
architecturesoftwaredevelopment - Awesome Software Engineering for Machine Learning - An awesome-style collection of resources on software engineering practices for production-level machine learning systems. (Read more)
machine-learningsoftware-engineeringawesome-lists - Awesome Software Patreons - A curated list of software-related Patreon creators, including individual programmers and open source projects that can be funded via Patreon. (Read more)
open-sourcefundingcommunity - Awesome Software-Defined Networking - An Awesome list of Software-Defined Networking (SDN) resources, frameworks, and tools for programmable network management and control. (Read more)
networkingsdninfrastructure - Awesome Spanish NLP - An Awesome directory of resources, datasets, and tools for natural language processing specifically in Spanish. (Read more)
awesome-listsnlpdatasets - Awesome Spark - An Awesome list of Apache Spark packages, resources, and tools related to the unified engine for large-scale data processing. (Read more)
awesome-listsbig-datadatabase - Awesome Speakers - A curated list of conference and meetup speakers in the programming and design community, helping organizers discover and invite diverse, high-quality speakers. (Read more)
awesome-listscommunityevents - Awesome Speaking - A curated awesome list of resources, tools, and guides for public speaking, especially for tech talks and conferences. (Read more)
awesome-listscommunicationproductivity - Awesome Speech and Natural Language Processing - An Awesome-style curated list of resources for speech and natural language processing, including language-specific and task-specific Awesome sublists. (Read more)
nlpspeech-recognitionawesome-lists - Awesome Splunk - An Awesome list of apps, tools, and resources for Splunk, the platform for searching, monitoring, and analyzing machine-generated big data. (Read more)
awesome-listsbig-datadevops - Awesome SQLAlchemy - An Awesome list of SQLAlchemy libraries, extensions, recipes, and resources for Python’s SQL toolkit and Object Relational Mapper. (Read more)
pythondatabaseorm - Awesome SSH - An awesome collection of SSH tools, resources, and guides for secure remote access, tunneling, and automation. (Read more)
awesome-listssecurity - Awesome Stacks - A curated list of technology stacks for building different applications and features, maintained by StackShare. (Read more)
awesome-listsdeveloper-toolsstack - Awesome Stacks Chain - An Awesome collection of libraries, tools, and educational resources for the Stacks smart contract platform secured by Bitcoin. (Read more)
blockchainbitcoindeveloper-tools - Awesome Standard - An awesome list of packages, tools, and resources related to JavaScript Standard Style and its ecosystem. (Read more)
awesome-listsjavascriptdeveloper-tools - Awesome Standards - A curated Awesome directory of standards and proposals that define and enhance software, programming languages, and related technologies. (Read more)
documentationawesome-lists - Awesome Static Website Services - A curated directory of services and tools for building and hosting static websites, useful for those looking to create their own directory websites. (Read more)
static-websiteshostingweb-developmentcurated-lists - Awesome STEAM - An awesome list of supplemental resources for science, technology, engineering, arts, and mathematics (STEAM) courses across all grade levels. (Read more)
educationresourcesawesome-lists - Awesome Steam Deck - Curated Awesome list of software, tweaks, and resources for the Steam Deck handheld gaming PC. (Read more)
gameshardwarelinux - Awesome Stock Resources - Awesome list of free and paid stock resources including photos, videos, vectors, and other media assets for creative projects. (Read more)
mediadesignresources - Awesome Stock Trading - Awesome collection of tools, libraries, and educational resources related to stock trading. (Read more)
financialtrading - Awesome Storybook - An awesome list of resources, addons, tutorials, and tools for Storybook, the UI component development environment. (Read more)
storybookuideveloper-tools - Awesome Streaming - A curated awesome list of streaming frameworks, applications, and related resources, organized as an awesome-style directory for streaming technologies. (Read more)
awesome-listsbig-datastreaming - Awesome Sublime Text - A curated GitHub directory of awesome Sublime Text packages and code snippets, part of the broader Awesome ecosystem of topic-specific lists. (Read more)
editordeveloper-toolsawesome-lists - Awesome Sublime Text Bookmarks - A curated list of useful resources, plugins, themes, and tips for the Sublime Text editor, collected in an "awesome"-style directory. (Read more)
editorproductivityawesome-lists - Awesome Substrate - An Awesome directory for Substrate, collecting frameworks, tutorials, and tools for building scalable, upgradeable blockchains in Rust. (Read more)
blockchainrust - Awesome Summernote - Awesome list of community modules, plugins, and extensions for the Summernote WYSIWYG editor ecosystem. (Read more)
editorweb-developmentplugins - Awesome Supabase - An Awesome collection of resources, tools, examples, and libraries for Supabase, an open-source Firebase alternative. (Read more)
awesome-listsdatabasedeveloper-tools - Awesome Suricata - An awesome list of resources, rules, tools, and documentation around Suricata, an intrusion detection/prevention and network security monitoring engine. (Read more)
awesome-listssecuritynetworking - Awesome Svelte - A curated awesome list of resources, libraries, and tools for Svelte, the component-based JavaScript framework. (Read more)
awesome-listsjavascriptweb - Awesome SVG - An Awesome list focused on SVG-related tools, libraries, and learning resources for working with scalable vector graphics. (Read more)
awesome-listsweb-developmentcurated-lists - Awesome Swift - Awesome list of Swift frameworks, libraries, and software for iOS, macOS, and other Apple platforms. (Read more)
awesome-listsswiftdeveloper-tools - Awesome Swift Education - An Awesome collection of educational resources and materials for learning Swift. (Read more)
swifteducationprogramming - Awesome Swift Playgrounds - A curated Awesome list of Swift Playgrounds for learning and experimenting with Swift. (Read more)
awesome-listsswifteducation - Awesome Symfony - A curated list of Symfony bundles, tools, and resources for developing with the Symfony PHP framework. (Read more)
awesome-listsphpframework - Awesome Symfony Education - A curated list of educational Symfony resources including tutorials, courses, and learning materials. (Read more)
symfonyeducationweb-development - Awesome Sysadmin - An Awesome-style list of open source sysadmin tools and resources, covering system administration, monitoring, backup, and related tasks. (Read more)
awesome-listssecuritydeveloper-tools - Awesome Tailwind CSS - A curated list of plugins, UI kits, resources, and tools for Tailwind CSS, the utility-first CSS framework. (Read more)
awesome-listsweb-developmentcurated-lists - Awesome Talks - A curated Awesome list of conference and technical talks that are educational and inspirational for developers. (Read more)
awesome-listsdeveloper-resourcesmedia - Awesome TALL Stack - A curated list of resources and libraries for the TALL stack (Tailwind, Alpine.js, Laravel, Livewire) built by the Laravel community. (Read more)
stackweb-developmentphp - Awesome TAP - An Awesome list of resources, libraries, and tools for the Test Anything Protocol (TAP). (Read more)
awesome-liststestingdeveloper-tools - Awesome TDengine - A curated Awesome list of resources, tools, and integrations for TDengine, an open-source high-performance time-series database. (Read more)
awesome-listsdatabaseopen-source - Awesome Tech Ethics - A curated Awesome list of resources focused on ethics in technology, including papers, books, frameworks, and guidelines to mitigate negative societal impacts. (Read more)
awesome-listsethicstechnology - Awesome Tech Videos - An awesome list of high-quality technology and programming video resources aggregated in a GitHub directory. (Read more)
awesome-listsvideotechnology - Awesome TensorFlow - An Awesome list aggregating dedicated TensorFlow tutorials, models, libraries, and related learning resources. (Read more)
awesome-listsaimachine-learning - Awesome TensorFlow Lite - An Awesome collection of resources for TensorFlow Lite, focusing on optimizing and deploying TensorFlow models for on-device and mobile machine learning. (Read more)
machine-learningmobileai - Awesome TensorFlow.js - An Awesome directory of projects, demos, and resources for TensorFlow.js, the WebGL-accelerated JavaScript library for training and deploying ML models in the browser. (Read more)
javascriptmachine-learningweb - Awesome Terraform - A curated list of Terraform modules, tools, and resources for infrastructure as code. (Read more)
devopsinfrastructureterraform - Awesome Testing - A curated list of awesome software testing frameworks, libraries, tools, and resources across different types of testing, maintained as part of the broader Awesome lists ecosystem. (Read more)
awesome-liststestingdeveloper-tools - Awesome Text Editing - An awesome list of resources, libraries, and tools related to text editing and editor development. (Read more)
editorsoftwareawesome-lists - Awesome Textpattern - Awesome-style collection of plugins, templates, and resources for the lightweight PHP-based Textpattern CMS. (Read more)
awesome-listscmsphp - Awesome Theoretical Computer Science - A curated awesome list of resources on theoretical computer science, emphasizing mathematically rigorous material and techniques. (Read more)
computer-sciencemathawesome-lists - Awesome Theravada - A curated Awesome list of resources, texts, and materials related to the Theravada Buddhist tradition. (Read more)
educationcultureawesome-lists - Awesome Threat Intelligence - An awesome-list compilation of open-source tools, feeds, and references related to cyber threat intelligence. (Read more)
securityopen-sourceanalysis - Awesome TikZ - A curated Awesome list of TikZ and related graph drawing packages and resources for TeX, LaTeX, and ConTeXt. (Read more)
awesome-listsdocumentationdata-visualization - Awesome TinkerPop - An Awesome collection of tools, frameworks, and resources for Apache TinkerPop, a graph computing framework. (Read more)
graphawesome-lists - Awesome Tiny JS - A curated collection of ultra-small frontend JavaScript libraries (≤ 2 kB) and tools suitable for lightweight web projects. (Read more)
awesome-listsjavascriptweb-development - Awesome Tor - An Awesome-style curated list of tools, libraries, and documentation resources for working with the Tor anonymous communication network. (Read more)
awesome-listssecurityprivacy - Awesome Transgender Resources - An Awesome-style curated list of resources for transgender people and topics, where gender identity differs from assigned birth sex. (Read more)
diversitylifestylecommunity - Awesome Transit - A curated awesome list of transit data tools, datasets, and open source projects related to public transportation. (Read more)
awesome-listsgistransportation - Awesome Translations - Awesome collection of tools, libraries, and resources for language translation and localization workflows. (Read more)
localizationdeveloper-toolsawesome-lists - Awesome Umbraco - A curated list of awesome packages, resources, and tools for the Umbraco CMS ecosystem, maintained as an Awesome-style directory. (Read more)
awesome-listscmsweb-development - Awesome Uncopyright - An Awesome list of public domain works and related resources, highlighting content free of copyright restrictions. (Read more)
awesome-listspublic-domainculture - Awesome Unicode - An Awesome collection of Unicode standards, quirks, libraries, and learning resources. (Read more)
awesome-listsunicodeeducation - Awesome Unity - An awesome list of Unity plugins, assets, frameworks, and learning resources for Unity game development. (Read more)
awesome-listsgamesdeveloper-tools - Awesome Uno Platform - An Awesome collection of samples, libraries, tooling, and learning resources for the Uno Platform, a .NET UI framework for cross‑platform apps. (Read more)
dotnetframeworkawesome-lists - Awesome Userscripts - An Awesome list of user scripts and related tools to enhance and customize web browsing experiences. (Read more)
awesome-listsbrowserjavascript - Awesome V - An awesome-style curated list of V language frameworks, libraries, software, and resources, serving as a central directory for V developers. (Read more)
awesome-listsdeveloper-toolscurated-lists - Awesome Vagrant - A curated list of Vagrant resources, plugins, boxes, and integrations for virtual machine automation. (Read more)
awesome-listsdevopsvirtualization - Awesome Vala - An Awesome collection of Vala programming language libraries, bindings, tools, and documentation, focused on the GLib and GNOME ecosystems. (Read more)
awesome-listsdeveloper-toolsdesktop - Awesome Vapor - A curated list of tools, libraries, and resources for Vapor, the Swift server-side framework. (Read more)
awesome-listsswiftserver - Awesome VBA - A curated Awesome list of Visual Basic for Applications (VBA) resources, including libraries, modules, tools, and learning material for Office automation and scripting. (Read more)
awesome-listsdeveloper-resources - Awesome Veganism - Curated Awesome list of resources, guides, and tools that make a plant‑based lifestyle easier and more accessible. (Read more)
awesome-listslifestylehealth - Awesome Vehicle Security - An awesome list of resources for vehicle security and car hacking, including tools, research papers, and educational materials. (Read more)
securityvehicleshacking - Awesome Visual Regression Testing - A curated Awesome list of tools and resources for visual regression testing to ensure UI changes don’t break existing functionality or styles. (Read more)
testingfrontend - Awesome VLC - Awesome collection of plugins, tools, and resources for VLC, the cross-platform media player and streaming server. (Read more)
awesome-listsmediasoftware - Awesome VLM Architectures - A curated Awesome list of Vision-Language Model (VLM) architectures and related research resources. (Read more)
aicomputer-visiondeep-learning - Awesome Vorpal - An Awesome list of plugins, projects, and resources for the Vorpal Node.js CLI framework. (Read more)
awesome-listsnodejscli - Awesome VS Code - A curated awesome list of Visual Studio Code extensions, themes, and resources aimed at enhancing the VS Code editing experience. (Read more)
awesome-listseditordeveloper-tools - Awesome Vue - The official Vue.js Awesome list, curating libraries, tools, components, and resources related to the Vue.js framework. (Read more)
awesome-listsweb-developmentdeveloper-tools - Awesome Vue.js - A comprehensive awesome list of Vue.js resources, libraries, components, and learning materials for the Vue.js framework. (Read more)
awesome-listsjavascriptweb-development - Awesome Vulkan - An Awesome directory of resources, tutorials, and tools for the Vulkan 3D graphics and compute API. (Read more)
awesome-listsgraphicscpp - Awesome Wagtail - A curated Awesome directory of apps, snippets, and resources for the Wagtail CMS framework built on Django. (Read more)
awesome-listsweb-developmentcms - Awesome watchOS - A curated list of awesome resources, libraries, and tools for developing apps on watchOS, the operating system for Apple Watch. (Read more)
awesome-listsmobileapple - Awesome Waves - An Awesome list of resources, SDKs, and tools for the Waves open source blockchain platform and Web 3.0 application development. (Read more)
awesome-listsblockchaincurated-lists - Awesome Web Accessibility - An awesome list of web accessibility (a11y) tools, standards, and learning materials. (Read more)
accessibilityweb-developmentawesome-lists - Awesome Web Animation - A curated list of libraries, tools, and resources for creating web animations using JavaScript, CSS, SVG, and related technologies. (Read more)
awesome-listswebdesign - Awesome Web Archiving - A curated list of tools, services, and resources for web archiving, supporting efforts to preserve the web for future generations. (Read more)
webawesome-lists - Awesome Web Audio - A curated collection of resources, libraries, and tools for the Web Audio API and web-based audio development. (Read more)
awesome-listsaudioweb-development - Awesome Web Components - A curated awesome list of Web Components libraries, tools, and learning resources. (Read more)
web-componentsweb-developmentawesome-lists - Awesome Web Design - An Awesome list of resources for web and digital designers, including tools, inspiration, and learning materials. (Read more)
awesome-listsdesignweb - Awesome Web Development - A curated awesome-style list of learning material, tools, and resources for web development, organized as a directory for developers. (Read more)
web-developmentdeveloper-resourcescurated-lists - Awesome Web Monetization - A curated Awesome directory of tools, services, and learning resources for the Web Monetization standard, enabling direct browser-based payments. (Read more)
awesome-listswebecommerce - Awesome Web Performance Budget - An awesome list of concepts, tools, and techniques for defining and enforcing web performance budgets. (Read more)
performancewebanalytics - Awesome Web Performance Optimization - A curated awesome list of web performance optimization tools, articles, and resources focused on improving website speed and efficiency. (Read more)
performanceweboptimization - Awesome Web Security - A curated "awesome" list of web security materials and resources, functioning as an awesome-style directory for learning and practicing web security. (Read more)
awesome-listssecurityweb-development - Awesome WebAssembly - A curated awesome list of WebAssembly (Wasm) resources, including tools, libraries, runtimes, and learning materials for the portable binary format that runs code efficiently across platforms. (Read more)
awesome-listswebassemblyperformance - Awesome WebExtensions - A curated list of resources, libraries, and tools for developing cross‑browser WebExtensions (browser extensions). (Read more)
awesome-listswebbrowser - Awesome WebGL - A curated list of WebGL libraries, resources, and tools for 2D and 3D graphics in the browser. (Read more)
awesome-listsweb-developmentcurated-lists - Awesome WebGPU - A curated list of resources, libraries, and demos for WebGPU, the JavaScript API for high-performance GPU rendering and compute in browsers. (Read more)
awesome-listsweb-developmentcurated-lists - Awesome WebXR - Curated Awesome list of libraries, tools, and demos for building WebXR-based VR and AR experiences on the web. (Read more)
awesome-listsweb-developmentcurated-lists - Awesome WezTerm - An awesome collection of configuration snippets, plugins, and resources for the WezTerm terminal emulator. (Read more)
awesome-liststerminaldeveloper-tools - Awesome Whisper - Awesome list of projects, libraries, and resources built on Whisper, OpenAI’s open‑source speech recognition system. (Read more)
awesome-listsaispeech-recognition - Awesome Wicket - A curated list of libraries, components, and resources for the Apache Wicket Java web application framework. (Read more)
awesome-listsweb-developmentcurated-lists - Awesome Windows - A curated "awesome" list of the best applications and tools for Microsoft Windows, part of the broader Awesome ecosystem of community-maintained directories. (Read more)
awesome-listssoftwarecurated-lists - Awesome Windows Exploitation - Curated awesome list of resources focused on Windows exploitation, including research, tools, and learning materials. (Read more)
awesome-listssecurityresearch - Awesome WordPress-Gatsby - An awesome list of resources, starters, plugins, and guides for the WordPress-Gatsby technology stack, using WordPress as a headless CMS and Gatsby as the front end. (Read more)
jamstackweb-developmentcms - Awesome WP-CLI - A curated list of commands, packages, and resources for WP-CLI, the command-line interface for managing WordPress sites. (Read more)
awesome-listsweb-developmentdeveloper-tools - Awesome WPO - A curated awesome list of Web Performance Optimization (WPO) tools, articles, and resources, maintained as an awesome-style directory for improving web performance. (Read more)
awesome-listsweb-developmentcurated-lists - Awesome XAI - An Awesome list of tools, libraries, and papers on explainable AI (XAI), interpretability techniques, and methods for providing insight into machine learning models. (Read more)
awesome-listsairesearch - Awesome Xamarin - A curated collection of awesome Xamarin resources, including IDE plugins, libraries, testing tools, and distribution services for cross‑platform mobile apps. (Read more)
awesome-listsmobiledeveloper-tools - Awesome Yew - An awesome list of libraries, examples, and learning resources for Yew, a Rust framework for multi-threaded WebAssembly frontends. (Read more)
awesome-listsweb-developmentdeveloper-resources - Awesome YouTubers - An awesome list of YouTube channels and creators who produce educational technology and programming content. (Read more)
educationmediaprogramming - Awesome ZeroNet - A curated Awesome directory of tools, resources, and projects for the ZeroNet decentralized, peer-to-peer web-like network. (Read more)
awesome-listsnetworkingdecentralized - Awesome ZSH Plugins - An awesome collection of Zsh plugins, frameworks, and themes to enhance the Z shell experience. (Read more)
awesome-liststerminal - awesome_3DReconstruction_list - An awesome list of papers and resources focused on 3D reconstruction from images, collecting key research and tools in the field. (Read more)
3dcomputer-visionresearch - awesome-actions - awesome-actions is an awesome-list dedicated to curating useful GitHub Actions. It provides a structured directory of reusable actions for CI/CD and automation on GitHub, aligning with the meta-collection of awesome directories. (Read more)
devopsautomationgithub - awesome-ak - An Awesome-style list of websites collected from personal bookmarks, effectively a directory of notable sites with an option to download the bookmark collection. (Read more)
awesome-listsweb-directorycurated-lists - awesome-android-testing - A curated awesome list of Android testing libraries and tools to support testing workflows in Android development. (Read more)
awesome-listsandroidtesting - awesome-android-tools - A curated awesome list of Android development tools, aggregating useful utilities and resources for Android developers. (Read more)
androiddeveloper-toolsmobile - awesome-angular2 - An Awesome-style curated list of Angular 2 resources, libraries, tools, and tutorials, maintained by AngularClass as a developer directory. (Read more)
javascriptframeworkawesome-lists - awesome-apple - An opinionated awesome-list of libraries, tools, and resources for development across Apple platforms such as iOS, macOS, watchOS, and tvOS. (Read more)
awesome-listsapplemobile - awesome-asm - Curated awesome list of assembler (assembly language) resources, tools, and references. (Read more)
assemblyawesome-lists - awesome-cn-cafe - A niche awesome list cataloging notable café places in China, demonstrating the breadth of the awesome-directories concept beyond software. (Read more)
lifestyleweb-directoryawesome-lists - awesome-computational-design - An Awesome list of open source computational design tools, serving as a directory for software used in algorithmic and parametric design workflows. (Read more)
designcomputingawesome-lists - awesome-cpp - A curated awesome list of C and C++ frameworks, libraries, resources, and related tools. It is one of the canonical language-specific entries in the wider "awesome" meta-collection of community directories. (Read more)
cppawesome-lists - awesome-cs2 - An awesome list collecting Counter-Strike 2 (CS2) development resources, including modding frameworks, plugins, and other CS2-related development information. Organized as an awesome-list/awesome-lists style directory for the CS2 ecosystem. (Read more)
awesome-listsgamesmods - awesome-cybersecurity-blueteam - An Awesome list of resources for cybersecurity blue teams, focusing on defense, monitoring, and detection capabilities. (Read more)
securityawesome-listsresources - awesome-dashboard - An awesome-style curated list of dashboard and data visualization tools and resources, serving as a thematic directory in the awesome meta-collection. (Read more)
data-visualizationanalyticsawesome-lists - awesome-dataviz - A curated awesome list of data visualization libraries, tools, and learning resources across languages and platforms. (Read more)
data-visualizationanalyticscurated-lists - awesome-ddd - A curated awesome list focused on Domain-Driven Design (DDD), CQRS, Event Sourcing and related concepts, aggregating tools, articles, and resources. (Read more)
designawesome-lists - Awesome-Diffusion-Models - An Awesome-style collection of resources and research papers on diffusion models, serving as a specialized directory for this machine learning topic. (Read more)
machine-learningdeep-learningresearch - awesome-digital-wellbeing - An awesome-style curated list of resources to improve digital wellbeing and help people live more offline in an online world. (Read more)
healthlifestyleproductivity - awesome-distributed-systems - An awesome list focused on distributed systems, curating educational materials, papers, and tools, and serving as a specialized directory within the Awesome collection. (Read more)
awesome-listsdistributedcomputer-science - awesome-falsehood - A curated awesome-list cataloging common falsehoods that programmers believe about domains like time, names, and geography, with references and explanations. (Read more)
programmingdocumentationawesome-lists - awesome-for-beginners - A curated awesome list of beginner-friendly open source projects, organized by language and technology, helping newcomers find accessible repositories to contribute to. (Read more)
open-sourceeducationdeveloper-resources - awesome-go - A popular awesome list that curates Go (Golang) frameworks, libraries, and software. It serves as a central directory of high-quality Go ecosystem projects, organized by category for easy discovery. (Read more)
awesome-listsgolangdeveloper-tools - Awesome-Hacker-Search-Engines - An Awesome-style curated list of specialized search engines valuable for penetration testing, vulnerability assessment, red/blue team operations, and bug bounty work. (Read more)
securitysearchhacking - Awesome-Historic_al-Maps - An Awesome-style meta collection of guidance, tools, repositories, databases, and search engines for exploring historical maps. (Read more)
mapshistorygis - awesome-hyprland - A curated awesome list of tools, configs, themes, and resources for the Hyprland Wayland compositor. Part of the broader GitHub awesome/awesome-lists ecosystem, focusing specifically on Hyprland-related projects. (Read more)
awesome-listslinuxdesktop - awesome-images - A curated awesome-list directory of free stock photo and image resources for designers and developers. (Read more)
designmediaawesome-lists - awesome-infosec - A curated awesome list of information security (infosec) courses and training resources, serving as a directory for structured security education. (Read more)
securityawesome-lists - awesome-inspiration - A curated Awesome list of inspirational resources for designers and developers, including landing pages, SaaS examples, components, and UX patterns. (Read more)
designwebcurated-lists - awesome-ios-chart - A curated awesome list of iOS chart libraries written in Objective-C and Swift, collecting charting components for iOS apps. (Read more)
iosdata-visualizationawesome-lists - awesome-iot - A curated awesome directory of Internet of Things (IoT) projects and resources, part of the global awesome-list collection. (Read more)
iotawesome-lists - Awesome-Linux-Software - A curated awesome list of Linux applications, software, tools, and other useful materials for various Linux distributions. (Read more)
linuxsoftwareawesome-lists - awesome-macOS - An Awesome directory of macOS applications, tools, and utilities, collecting high-quality macOS software and "shiny things" in one curated list. (Read more)
awesome-listsmacosapps - awesome-matlab - Awesome curated list of MATLAB frameworks, libraries, and software packages for numerical computing and related tasks. (Read more)
mathscientific-computingawesome-lists - awesome-microsoft-agent-framework - An awesome list of resources related to the Microsoft Agent Framework, curated by webmaxru. It compiles libraries, tutorials, tools, and other materials into an awesome-style directory for developers working with Microsoft’s agent technologies. (Read more)
awesome-listsmicrosoftdeveloper-tools - awesome-nextjs - An awesome curated list of Next.js-based libraries and resources for building small and large-scale applications with Next.js. (Read more)
web-developmentreactawesome-lists - awesome-nlp - An Awesome curated list of Natural Language Processing (NLP) resources, including libraries, datasets, tutorials, and papers. (Read more)
aiawesome-lists - awesome-opensource-documents - Curated awesome list of open source or open‑licensed documents, guides, and books across various technical and non‑technical domains. (Read more)
open-sourcedocumentsresources - awesome-php - awesome-php is a popular awesome-list directory that curates PHP libraries, frameworks, applications, and related resources. It is part of the wider Awesome ecosystem and serves as a central, community-maintained directory for PHP tooling and learning resources. (Read more)
phpawesome-lists - awesome-podcasts - A community-maintained Awesome list collecting high-quality podcasts across various topics, following the Awesome list curation style and format. (Read more)
mediacurated-listsawesome-lists - awesome-postgres - An Awesome-style curated list of PostgreSQL software, libraries, tools, and learning resources, inspired by awesome-mysql and maintained as a dedicated directory for the Postgres ecosystem. (Read more)
databasepostgresqlawesome-lists - awesome-resources - A community-driven Awesome list of helpful resources for developers and learners, aggregating links and tools contributed by the community. (Read more)
developer-resourcescurated-listsawesome-lists - awesome-reversing - An Awesome-style curated list of software reverse-engineering resources, including tools, tutorials, and references for reversing. (Read more)
securityreverse-engineeringeducation - awesome-rnn - A curated awesome list focused on Recurrent Neural Networks (RNNs), collecting papers, code, and educational resources as a specialized deep learning directory. (Read more)
aiawesome-lists - awesome-scalability - A curated awesome list of patterns, principles, and resources for designing scalable, reliable, and performant large-scale systems, focused on system design, distributed systems, architecture, and related interviews. (Read more)
architecturedistributedperformance - awesome-slam - A specialized awesome directory of SLAM tutorials, projects, and communities, extending the awesome ecosystem into robotics and computer vision. (Read more)
awesome-listsroboticscomputer-vision - awesome-software - An Awesome list cataloging various useful software applications, documenting notable tools the author has used. (Read more)
softwarecurated-listsawesome-lists - awesome-software-industry-books - An Awesome-style curated list of books relevant to software developers and the broader software industry, beyond just programming topics. (Read more)
softwarebooksawesome-lists - awesome-solr - An Awesome-style curated list of Apache Solr resources, including tutorials, tools, and related projects. Part of the broader ecosystem of topic-specific awesome directories. (Read more)
awesome-listssearchjava - awesome-startups - Awesome list of curated resources, tools, and references for startups and founders. (Read more)
startupsbusiness-toolsawesome-lists - awesome-teachcode - A curated "awesome" list of resources for teaching code—covering classroom use, code reviews, and creating tutorials or lesson plans. It is an Awesome-style directory focused on programming education materials. (Read more)
educationprogrammingawesome-lists - awesome-torch - A curated awesome-list of Torch ecosystem tutorials, projects, libraries, and community resources. (Read more)
awesome-listsmachine-learningpython - awesome-totally-open-chatgpt - An awesome list of fully open-source alternatives to ChatGPT, aggregating projects that provide open conversational AI systems and interfaces. It functions as a specialized awesome directory within the broader awesome-lists meta-collection. (Read more)
aichatgptawesome-lists - awesome-vscode - A curated awesome list of Visual Studio Code extensions, packages, and learning resources; a popular directory within the wider awesome-list ecosystem. (Read more)
editordeveloper-toolsawesome-lists - awesome-webaudio - Awesome curated list of Web Audio API libraries, packages, and learning resources for web‑based audio. (Read more)
audiojavascriptawesome-lists - awesome-webpack - A curated awesome list of Webpack resources, libraries, and tools to help developers build and optimize Webpack-based workflows. (Read more)
javascriptbuild-toolsdeveloper-resources - AwesomePerfCpp - Awesome list of C/C++ performance optimization resources such as talks, articles, books, libraries, tools, and sites. (Read more)
cppperformanceresources - awsm.fish - An awesome-style collection of packages, prompts, and resources for the friendly interactive shell (fish). (Read more)
terminalshelltools - BasedTools - BasedTools is a curated AI tools directory, listing and categorizing popular and trending AI tools, and is a strong entry for awesome AI-focused directories. (Read more)
ai-toolsdirectorycurated-liststrending - BEM Resources - A curated collection of resources for learning and applying BEM (Block Element Modifier) methodology in front-end development. (Read more)
cssfrontendawesome-lists - BetaList - BetaList is a directory that helps users discover and get early access to upcoming startups, making it a standout startup directory that fits the awesome directories theme. (Read more)
startupsearly-accessdirectorycurated-lists - Billing - An awesome curated list of resources and tools for billing: payments, invoicing, pricing, accounting, marketplaces, fraud detection, and business intelligence. (Read more)
paymentsbusiness-toolsfinancial - Brainomics Localizer - The Brainomics Localizer dataset offers multimodal brain imaging and behavioral data to support research in cognitive neuroscience and neuroimaging methods. (Read more)
datasetsneurosciencehealth - Bruteforce Database - Bruteforce Database is a GitHub-hosted collection related to data challenge resources, likely aggregating datasets or benchmarks for brute-force or security-related data problems. (Read more)
datasetssecuritychallenges - Build your own X - A popular GitHub repository that curates links and resources showing how to build various technologies from scratch (e.g., interpreters, databases, operating systems), effectively serving as an awesome-style meta collection of build-it-yourself tutorials and guides. (Read more)
projectstutorialsprogramming - CAIDA Internet Datasets - Collection of Internet measurement and topology datasets from CAIDA, covering traffic traces, topology, routing, and security data. Frequently referenced in awesome data/networking lists for large-scale Internet research. (Read more)
datasetsnetworkinginternet - christian-bromann/awesome-selenium - A curated list of delightful Selenium resources, acting as a central awesome-style directory for Selenium tools, libraries, and documentation. (Read more)
awesome-liststestingdeveloper-tools - Clean Tech - An awesome curated list of clean technology projects, tools, and resources aimed at fighting climate change with tech. (Read more)
sustainabilitytechnologyenvironment - CLI Workshoppers - An awesome list of interactive, command-line based programming tutorials and workshoppers collected in a GitHub directory. (Read more)
tutorialsclideveloper-tools - ClueWeb09 - Research corpus of about 1 billion web pages collected in 2009 by the Lemur Project, designed for information retrieval and web mining experiments and commonly listed in awesome datasets directories. (Read more)
datasetswebinformation-retrieval - ClueWeb12 - Large-scale web crawl dataset of 733 million web pages collected in 2012, maintained by the Lemur Project and widely used for IR research; referenced in awesome-style dataset listings. (Read more)
datasetswebinformation-retrieval - Codeface - An awesome-style collection of monospaced fonts specifically for text editors and coding environments, showcasing typefaces optimized for source code. (Read more)
fontsdesigndeveloper-tools - CodeNeuro Datasets - A curated collection of neuroscience datasets maintained by the CodeNeuro community, aimed at facilitating computational neuroscience and machine learning research on neural data. (Read more)
datasetsneurosciencemachine-learning - Collaborative Research in Computational Neuroscience Datasets - The CRCNS data sharing initiative provides a wide range of experimental and computational neuroscience datasets, including electrophysiology, imaging, and behavioral data. (Read more)
datasetsneuroscienceresearch - Colorful - An Awesome-style collection to help choose and explore color schemes, palettes, and related tools. (Read more)
designcssawesome-lists - CommonCrawl Web Data - Open repository of petabyte-scale web crawl data spanning multiple years, offering raw web page and metadata for large-scale analytics. A canonical item in many awesome datasets and web data directories. (Read more)
datasetswebbig-data - Community Writer Programs - An awesome-style GitHub repository that curates a list of developer community writer programs across various platforms and companies, serving as a directory of opportunities for technical writers and developer advocates. (Read more)
writingdeveloper-toolscareer - CRAWDAD - CRAWDAD is a community-maintained archive and directory of real‑world wireless network data, traces, and related datasets (e.g., pcap files). It aggregates and catalogs datasets from multiple contributors, enabling reproducible research in wireless and mobile networking, and exemplifying an awesome-style meta collection focused on wireless data. (Read more)
datasetswirelessnetworking - Critical-Path CSS Tools - A curated list of tools and resources for generating and managing critical-path CSS to optimize page rendering performance. (Read more)
awesome-listscssperformance - CS Courses - "CS Courses" (awesome-courses) is a curated, Awesome-style list of high-quality university computer science courses, providing links to lectures, assignments, and resources across core CS topics. (Read more)
computer-sciencecourseseducation - CSS Protips - A curated collection of tips and best practices to help you write better, more efficient CSS. (Read more)
cssweb-developmentfrontend - DBnomics - An open platform that aggregates hundreds of millions of economic time series from national and international statistical institutions. It is included in the Awesome Public Datasets economics section as a key awesome‑style directory for discovering, querying, and downloading macroeconomic and financial data in a unified way. (Read more)
datasetseconomicsfinance - design-books - design-books is a curated "awesome"-style list of books covering multiple facets of design, including web design, interface design, and broader design theory. Hosted as a GitHub repository, it organizes high-quality design book recommendations as a reference resource, fitting within the broader ecosystem of Awesome/awesome-lists directories. (Read more)
designbooksawesome-lists - Dev Hunt - Dev Hunt is a directory that features new developer tools daily, serving as a hub for discovering dev-focused resources, which aligns with the awesome directories concept. (Read more)
developer-toolsdirectorycurated-listssoftware - Developer-First Products - An awesome-style directory of products designed primarily for developers, cataloging tools where developers are the main users and decision makers. (Read more)
developer-toolsbusiness-toolssaas - Discounts for Student Developers - An awesome list of discounts, free services, and resources specifically for student developers. (Read more)
studentsdeveloper-toolsresources - Dive into Machine Learning - An awesome-style curated guide and list of resources for learning machine learning from practical, modern materials. (Read more)
machine-learningeducationdata-science - DokeyAI - DokeyAI is a directory and showcase of the best AI websites and tools, focusing on the latest AI products, and is relevant as an AI tools directory within awesome directories. (Read more)
ai-toolsdirectorycurated-listsweb-directory - DrivenData Competitions - DrivenData hosts data science competitions focused on social impact, providing curated datasets and challenges addressing public good and non-profit problems. (Read more)
datasetsmachine-learningsocial - Elixir Books - A curated Awesome list of books and long-form resources for the Elixir programming language. (Read more)
elixirbooksprogramming - Empathy in Engineering - An Awesome-style collection of resources for building and promoting more compassionate and empathetic engineering cultures. (Read more)
cultureengineeringcommunity - Engineering Blogs - A curated awesome list of software engineering blogs from companies and developers, covering technology, culture, and practices. (Read more)
engineeringblogsresources - Engineering Strategy - An awesome collection of resources about designing and executing engineering strategies for technology leaders. (Read more)
engineeringstrategyleadership - Engineering Team Management - An awesome list of books, articles, and resources about managing engineering teams and transitioning from software developer to engineering manager. (Read more)
managementengineeringcareer - ES6 Tools - An awesome-style curated list of ES6 (ECMAScript 6) tools, transpilers, polyfills, and resources, maintained on GitHub. (Read more)
javascripttoolspolyfills - Fluorescent Neuronal Cells Dataset - An image dataset of fluorescent neuronal cells intended as a testbed for developing and benchmarking machine learning and image analysis methods in neuroscience. Included in an awesome ML datasets list. (Read more)
datasetsneurosciencecomputer-vision - FOSS for Dev - A curated list of free and open source software for developers, aligning with the awesome list ecosystem. (Read more)
developer-toolsopen-sourceresources - Free for Developers - A widely used awesome list of SaaS, PaaS, and other services that offer free tiers for developers, acting as a major directory in the Awesome ecosystem. (Read more)
saasdeveloper-resourcesfree-tier - Free Music Archive Dataset - An open dataset of audio files and extensive metadata derived from the Free Music Archive, created for music information retrieval and machine learning research. Commonly indexed in awesome lists of ML datasets. (Read more)
datasetsaudiomachine-learning - Free Programming Books - A massive Awesome-style list of freely available programming books, covering many languages and topics, maintained by the EbookFoundation. (Read more)
booksprogrammingeducation - Free-Certifications - Free-Certifications is an awesome-style curated list of free online courses that include certifications, aggregated into a single directory. It follows the awesome-list format and focuses on free learning and exam vouchers, making it a specialized awesome list within the broader awesome ecosystem. (Read more)
educationcertificationsresources - free-domains - A curated directory of free subdomain providers suitable for personal sites, open-source projects, portfolios, and experiments—organized similarly to an Awesome list. (Read more)
domainshostingweb - free-for-dev - A directory of SaaS, PaaS, and IaaS offerings with free tiers, curated for developers. This functions as an extensive directory of free developer resources. (Read more)
developer-toolsfree-tiersaascurated-lists - Frontend Dev Bookmarks - An extensive, awesome‑style collection of frontend development resources, including articles, tools, patterns, and best practices for modern web development. (Read more)
frontendweb-developmentresources - fucking-awesome-actions - An "awesome"-style curated directory of GitHub Actions, collecting and organizing notable workflows with information like stars and forks. It functions as a meta collection to help users discover high-quality actions for CI/CD and workflow automation on GitHub. (Read more)
awesome-listsgithubci/cd - fucking-awesome-for-beginners - An awesome list of beginner-friendly open source projects and tutorials, focused on first-timer and newcomer contributions, with GitHub star and fork metadata for each entry. (Read more)
awesome-listsbeginnersopen-source - fucking-awesome-graphql - A curated awesome list of GraphQL-related projects and resources, including clients, servers, schemas, and APIs, annotated with GitHub star and fork counts. (Read more)
awesome-listsgraphqlapis - fucking-Awesome-Linux-Software - A comprehensive awesome list of applications, software, tools, and other materials for Linux distributions, annotated with GitHub stars and forks. (Read more)
linuxsoftwareapps - fucking-awesome-readme - A curated "awesome"-style directory listing notable GitHub profile READMEs, including metadata such as repository stars and forks. It serves as a meta collection focused on showcasing and discovering high-quality profile README repositories on GitHub. (Read more)
awesome-listsgithubdocumentation - fucking-awesome-swift - A collaborative awesome list of Swift libraries and resources, collecting notable Swift frameworks, extensions, and tools with GitHub stars and forks as reference. (Read more)
awesome-listsswiftlibraries - fucking-quick-look-plugins - A curated awesome-style list of useful Quick Look plugins for developers, including GitHub star and fork counts for each plugin. Focused on macOS Quick Look enhancements and tagged as an awesome-list/awesome-lists collection. (Read more)
macosdeveloper-toolsawesome-lists - Game Datasets (Awesome) - An awesome-style collection of datasets and materials for artificial intelligence and machine learning in games. (Read more)
datasetsgamesmachine-learning - Gapminder World demographic databases - Healthcare-relevant demographic and public health datasets curated by Gapminder, referenced from the Awesome Public Datasets healthcare directory. (Read more)
datasetshealthdemographics - Getty Vocabularies - The Getty vocabularies (AAT, TGN, ULAN, etc.) accessible via an online service, providing authoritative art and cultural heritage controlled vocabularies, listed in the Museums section of Awesome Public Datasets. (Read more)
culturedatasetsresearch - Git Cheat Sheet & Git Flow - A Git cheat sheet repository documenting common commands and Git Flow practices, widely referenced in awesome development resources. (Read more)
gitdeveloper-toolsdocumentation - Git Tips - A collection of useful Git tips and tricks, organized as concise examples and commands, often linked from awesome Git-related lists. (Read more)
gitdeveloper-toolstips - GitHub Cheat Sheet - A community-driven cheat sheet of GitHub tips, features, and best practices, maintained in an awesome-list style repository. (Read more)
githubdeveloper-toolsdocumentation - Go Books - A curated list of Go programming language books, many of them free, organized in an Awesome-list style. (Read more)
gobooksprogramming-languages - GoBooks - An awesome-style curated directory of Golang books and learning resources, including reading roadmaps and categorized references for Go developers. (Read more)
golangbookseducation - Guides - An awesome-style collection of design and development guides, coding standards, and best practices across languages and tools. (Read more)
best-practicesdeveloper-toolsdocumentation - h4cker - An extensive awesome-style curated repository of thousands of resources for ethical hacking, penetration testing, AI security, vulnerability research, DFIR, exploit development, and related cybersecurity topics, maintained by Omar Santos. (Read more)
securityhackingresources - HelloGitHub - A curated collection that regularly shares interesting, entry-level open source projects on GitHub. While not branded as a traditional awesome-list, it serves as an awesome-style discovery directory for noteworthy GitHub repositories, especially for beginners. (Read more)
githubopen-sourcedeveloper-resources - Higgs Twitter Dataset - A Twitter network dataset from the SNAP collection related to the spread of information about the Higgs boson, referenced by the Awesome Data Project as a major social network dataset. (Read more)
socialdatasetsresearch - ICWSM Data Challenge - The ICWSM Data Challenge, running since 2009, provides large-scale social media and web datasets for annual research competitions associated with the AAAI ICWSM conference. (Read more)
socialchallengesdatasets - IMDb Database Interfaces - Machine-readable access (plain text data files) to the Internet Movie Database, covering movies, TV, ratings, and people, widely used as a benchmark dataset in recommendation and ML research and listed in awesome dataset directories. (Read more)
datasetsmediarecommendation - Indie - An awesome collection of resources for independent developers building and running their own businesses. (Read more)
startupsindiebusiness-tools - Indonesian Data Portal - An APD meta-collection item that links to Indonesia’s official open data portal, offering public sector datasets from Indonesian government agencies. (Read more)
datasetsopen-datagovernment - INFORUM - An economics research group at the University of Maryland that provides interindustry and macroeconomic models along with associated datasets and documentation. It is referenced in the Awesome Public Datasets economics section as a specialized data resource and directory for interindustry forecasting data. (Read more)
economicsmodelsdatasets - Inspire - A curated collection of design and development inspiration resources, sites, and tools. (Read more)
designinspirationweb - International Trade Statistics – World Bank Data - The World Bank trade topic page provides a directory interface to international trade statistics with filtering, download, and API access to multiple trade‑related indicators. It is included in the Awesome Public Datasets economics section as a central, curated access point for global trade data. (Read more)
datasetseconomicstrade - Internet Product Code Database - An open, community‑driven database of Universal Product Codes (UPCs) and product information. Listed in the Awesome Public Datasets economics section as a directory‑style resource for product‑level identifiers that can be linked with retail, trade, and pricing datasets. (Read more)
datasetsecommerceidentifiers - Internet-Wide Scan Data Repository - Repository of large-scale Internet-wide scan data (e.g., ZMap, ZGrab outputs) covering many protocols and ports, supporting security and measurement research and commonly referenced in awesome networking datasets lists. (Read more)
datasetssecuritynetworking - Ionic Liquids Database - ILThermo - ILThermo is a NIST-hosted ionic liquids database providing thermodynamic and thermophysical property data for ionic liquids and related compounds. It is referenced as part of an awesome-style meta collection for chemistry-related data resources. (Read more)
datasetschemistryscience - ios_top_1000 - A curated list of 1,000 notable iOS libraries, effectively functioning as an Awesome-style directory for the iOS ecosystem. (Read more)
ioslibrariesmobile - java-design-patterns - A popular GitHub repository that implements classic design patterns in Java and is tagged as an awesome-list/snippets-collection, making it a reusable reference collection for learning and applying design patterns. (Read more)
javadesignpatterns - Joint External Debt Data Hub - A joint data portal providing a unified view of external debt statistics compiled by major international financial institutions. It is referenced in the Awesome Public Datasets economics list as a centralized, awesome‑style hub for sovereign and external debt data across countries. (Read more)
datasetseconomicsfinance - jQuery Tips Everyone Should Know - A curated collection of practical jQuery tips and patterns to improve everyday jQuery development. (Read more)
javascriptjquerydevelopment - JS Must Watch - A curated list of must-watch JavaScript talks, maintained as part of the Awesome-style collections. (Read more)
javascriptvideosresources - JS Tips - An awesome list of JavaScript tips and tricks, curated in the style of Awesome directories. (Read more)
javascripttipsdeveloper-tools - JustServerless/awesome-serverless - A curated list of resources related to the Serverless project and ecosystem, providing an awesome-style directory for serverless tooling and references. (Read more)
awesome-listsserverlessdeveloper-resources - Kaggle Competition Data - Kaggle is a leading platform for data science competitions, providing an extensive catalog of public competition datasets and leaderboards for machine learning practitioners. (Read more)
datasetsmachine-learningchallenges - KONECT Koblenz Network Collection - KONECT is a comprehensive collection of network datasets from diverse domains (social, hyperlink, authorship, interaction networks and more), presented with statistics, plots, and formats suitable for research and often cited in awesome network-data directories. (Read more)
graphdatasetsanalytics - Latin America KLEMS - A regional KLEMS‑style database project providing detailed productivity, output, and factor input accounts for Latin American countries. It is part of the Awesome Public Datasets economics section as a structured data resource and directory of downloadable productivity statistics for the region. (Read more)
datasetsproductivityeconomics - LAW Network Datasets - The Laboratory for Web Algorithmics (LAW) at the University of Milan provides a structured collection of large‑scale web and hyperlink graph datasets. This page acts as a directory of web graph and network datasets suitable for experiments in web mining, graph algorithms, and network analysis, aligning with "awesome"-type meta-lists of reusable data resources. (Read more)
webgraphdatasets - Learn to Program - An awesome-style curated list of resources for learning to program, organized as a GitHub directory. (Read more)
educationprogrammingresources - Leetcode Patterns - A curated GitHub repository that organizes LeetCode programming problems by common patterns, providing a structured way to practice coding interview questions. While not an "awesome" list itself, it serves as a pattern-based directory of LeetCode problems. (Read more)
algorithmsinterviewprogramming - LIGO Open Science Center - The LIGO Open Science Center provides public access to gravitational‑wave data from the LIGO Hanford and Livingston observatories, referenced in an awesome list of physics data resources. (Read more)
datasetsphysicsspace - List-Of-Open-Source-Internships-Programs - A curated GitHub list of open-source internships and programs, functioning as an awesome-style directory of opportunities for contributors interested in open-source career paths. (Read more)
open-sourcecareeropportunities - LLVIP Dataset - The LLVIP dataset contains 30,976 visible and infrared image pairs (15,488 pairs), mostly from nighttime scenes, for research in low-light visible and infrared person detection and related ML tasks. Cataloged in awesome ML dataset directories. (Read more)
datasetscomputer-visioninfrared - Long-Term Productivity Database - A research database offering long‑run series on productivity, output, and related macroeconomic variables for multiple countries. Listed within the Awesome Public Datasets economics collection as a specialized directory for historical productivity data with bulk download options. (Read more)
datasetsproductivityeconomics - Machine Learning Tutorials - An awesome collection of machine learning tutorials and educational resources. (Read more)
machine-learningeducationawesome-lists - Machine Learning Tutorials (Awesome) - An Awesome-style collection of tutorials and educational resources for learning machine learning concepts and practice. (Read more)
machine-learningeducationresources - Machine Learning with Ruby - An Awesome list of resources for learning, implementing, and applying machine learning using the Ruby programming language. (Read more)
rubymachine-learningawesome-lists - Maintenance Modules - An Awesome-style list of Node.js and npm maintenance-related modules and tools. (Read more)
nodejsnpmdeveloper-tools - Medicare Coverage Database - The U.S. Medicare Coverage Database providing structured information on national and local coverage determinations, referenced by the Awesome Public Datasets healthcare list. (Read more)
datasetshealthgovernment - Medicare Data Engine - The official Medicare Open Data portal (data.medicare.gov) providing access to multiple Medicare-related public datasets; cataloged in the Awesome Public Datasets healthcare directory. (Read more)
datasetshealthopen-data - Medicare Data File - A specific downloadable Medicare data file resource from CMS, linked as a distinct entry in the Awesome Public Datasets healthcare category. (Read more)
datasetshealthgovernment - Metropolitan Museum of Art Collection API - The Metropolitan Museum of Art’s public Collection API that exposes metadata and images for artworks in The Met collection, referenced as a museum dataset/API in the Awesome Public Datasets list. (Read more)
datasetsapisart - Mind Expanding Books - A curated Awesome-style list of books that broaden perspectives and challenge conventional thinking for developers and learners. (Read more)
bookseducationresources - Minneapolis Institute of Arts metadata - A public GitHub repository providing structured metadata about the Minneapolis Institute of Art’s collection, listed under the Museums section of Awesome Public Datasets. (Read more)
datasetsartgithub - Multi-View Region of Interest Prediction Dataset for Autonomous Driving - A multi-view ROI prediction dataset for autonomous driving containing 16 driving sequences. It is catalogued in an awesome data directory under image processing datasets, contributing to the meta-collection of Awesome resources. (Read more)
datasetsautonomous-drivingcomputer-vision - Must-Watch CSS (Awesome List) - A curated list of must-watch CSS talks and presentations for front-end developers and designers. (Read more)
cssfrontendvideos - My Personal Model Picks - A curated showcase of small, on-premise machine learning models with strong practical utility—organized as an Awesome-style list focused on privacy-friendly, bio-inspired applications. (Read more)
machine-learningmodelsprivacy - NASA Exoplanet Archive - A NASA-hosted, open database of confirmed exoplanets and related observational data, part of an awesome curated collection of physics and space science datasets. (Read more)
datasetsspacephysics - National Transfer Accounts – Browse Database - An international research project that maintains standardized National Transfer Accounts, quantifying how people at different ages produce, consume, and share economic resources. The browse database interface is listed in the Awesome Public Datasets economics section as a directory for age‑structured economic accounts data across countries. (Read more)
datasetsdemographicseconomics - NDAR (NIMH Data Archive) - The National Database for Autism Research, now part of the NIMH Data Archive, is a large-scale repository for data related to autism spectrum disorder and related conditions. (Read more)
datasetshealthneuroscience - Nencki-Symfonia EEG/ERP Dataset - A high-density EEG/ERP dataset hosted on GigaDB, providing detailed electrophysiological recordings for research on brain responses and cognitive processes. (Read more)
neurosciencedatasetsresearch - Network Repository - A large, curated collection of complex network datasets (social, biological, infrastructure, citation, etc.) combined with online tools for interactive visualization, analysis, and comparison of graphs. Commonly referenced in “awesome” and curated data directories as a central hub for network datasets. (Read more)
graphdatasetsresearch - NeuroData - An open-source, cloud-based platform providing access to large-scale neuroscience datasets, tools, and services for managing, visualizing, and analyzing brain data. (Read more)
datasetsneurosciencecloud - Nightingale Open Science - An open science platform providing de-identified, richly structured clinical datasets for machine learning and health research, listed within the Awesome Public Datasets healthcare section. (Read more)
datasetshealthmachine-learning - NIMH Data Archive - A centralized repository for mental health-related research data, including neuroimaging, behavioral, and clinical datasets supported by the U.S. National Institute of Mental Health. (Read more)
datasetshealthresearch - NLP with Ruby - An Awesome list collecting libraries, tools, and resources for performing natural language processing using Ruby. (Read more)
awesome-listsrubymachine-learning - NSSDC Spacecraft Data - NASA’s National Space Science Data Center archive providing data for hundreds of spacecraft, included in an awesome-style list of physics and space mission datasets. (Read more)
datasetsspacephysics - OANDA - An Awesome Public Datasets finance listing that points to OANDA, a provider of currency exchange rate data and related financial information. It is part of the meta-collection of public financial and FX datasets. (Read more)
datasetsfinancialawesome-lists - OKR Methodology - An awesome list focused on OKR (Objectives and Key Results) methodology, aggregating resources and best practices for goal setting and communication in organizations. (Read more)
managementbusiness-toolsproductivity - OONI Open Observatory of Network Interference Data - Open data portal from OONI (part of the Tor Project) providing Internet censorship and network interference measurements from around the world, a staple entry in awesome lists of Internet measurement and censorship datasets. (Read more)
networkingcensorshipopen-data - Open Cognitive Science Data - An open repository of publicly available behavioral datasets from across cognitive science, designed to facilitate data sharing and reuse. It is cataloged in the awesomedata / apd-core Awesome Data directories under Psychology and Cognition. (Read more)
datasetscognitive-scienceresearch - Open Images Dataset - A large-scale image dataset from Google with millions of images and segmentation masks, widely used in computer vision. It is part of the awesome-style curated list of image processing datasets, contributing to the Awesome meta-directory. (Read more)
datasetscomputer-visionimages - Open Source macOS Apps - A curated list of open source applications for macOS, organized in an awesome‑style directory. (Read more)
macosopen-sourceapps - Open Source Society University - Computer Science - An open-source, self-taught computer science curriculum organized as an awesome-style list of courses and learning resources. (Read more)
computer-scienceeducationcourses - Open-ODS - Open-ODS provides open data about the organizational structure of the UK National Health Service (NHS), cataloged in the Awesome Public Datasets healthcare directory. (Read more)
datasetshealthopen-data - OpenCorporates - The OpenCorporates database provides a global, open company registry that aggregates official company data from many jurisdictions. It appears in the Awesome Public Datasets economics list as a major directory‑style resource for corporate and firm‑level information that can be programmatically accessed and linked with other economic datasets. (Read more)
datasetsbusinessopen-data - OpenPaymentsData - The U.S. Open Payments Data portal exposing healthcare financial relationship data between providers and industry, referenced as a healthcare data resource in the Awesome Public Datasets collection. (Read more)
datasetshealthcareopen-data - OSSU Computer Science - An awesome-list–style, community-maintained curriculum that curates a complete path to a free, self-taught computer science education. It aggregates and organizes high-quality open courses and learning resources into a structured, university-level program. (Read more)
computer-scienceeducationcourses - Our World in Data - A large, open-access data and research project that compiles and maintains many topic‑based datasets and visualizations on global development, economics, and social indicators. Listed within the Awesome Public Datasets economics section as an awesome‑style, centralized directory for curated, downloadable economic and societal data. (Read more)
datasetseconomicsdata-visualization - Oxford-IIIT Pet Dataset - A dataset of images of cats and dogs with pixel-level segmentation and breed labels, from Oxford and IIIT. Included in an awesome data/image-processing collection, it forms part of the Awesome meta-collection of datasets. (Read more)
computer-visionimagesdatasets - Papers We Love - An Awesome-style community-driven repository of academic computer science papers, organized by topic and institution. (Read more)
computer-scienceresearchpapers - phillipadsmith/awesome-github - A curated list of GitHub-related tools, tips, and resources, collecting GitHub’s "awesomeness" in a single directory-style repository. (Read more)
awesome-listsgithubdeveloper-tools - Places to Post Your Startup - An awesome-style curated directory of sites, communities, and platforms where founders can post and promote their startups. (Read more)
startupsmarketingpromotion - Progressive Enhancement Resources - An awesome-style curated collection of articles, tools, and references focused on progressive enhancement in web development. (Read more)
web-developmentaccessibilityresources - Project Based Learning - An awesome-style curated list of project-based tutorials across languages and domains, helping learners build skills through hands-on projects. (Read more)
educationtutorialsprojects - Prostate-Fused-MRI-Pathology - A curated prostate cancer imaging dataset that fuses MRI with pathology data, part of an Awesome Data / Awesome Public Datasets–style directory of prostate cancer resources. The collection provides aligned imaging and pathology for research and benchmarking. (Read more)
healthmedical-imagingdatasets - Prostate-MRI - An MRI-based prostate cancer imaging collection listed within the Awesome Public Datasets ecosystem. It offers prostate MRI scans suitable for medical imaging research, model development, and evaluation. (Read more)
datasetsmedical-imaginghealth - Prostate-R - A classic prostate cancer dataset distributed with the R package ElemStatLearn and included in the Awesome Public Datasets directory. It contains clinical and biomarker variables frequently used for statistics and machine learning examples. (Read more)
datasetshealthstatistics - QIN-PROSTATE - A Quantitative Imaging Network (QIN) prostate collection of imaging data cataloged within the Awesome Public Datasets directory. It is aimed at quantitative imaging research and algorithm development for prostate cancer. (Read more)
datasetsmedical-imaginghealth - QIN-PROSTATE-Repeatability - A prostate cancer imaging dataset focused on test–retest repeatability, listed under the Awesome Public Datasets meta-collection. It supports quantitative imaging and robustness studies in prostate MRI. (Read more)
datasetsmedical-imagingresearch - Quandl - A finance-focused Awesome Public Datasets listing for Quandl, a platform offering a wide variety of financial, economic, and alternative datasets. This entry is part of the Awesome-style meta-directory of public data sources. (Read more)
datasetsfinancialawesome-lists - Quick Look Plugins - An awesome-curated list of Quick Look plugins for macOS, collecting tools that extend the native Quick Look preview functionality for developers and power users. (Read more)
macospluginstools - R Books (Awesome R Books) - An Awesome-style curated list of books and reading material for the R programming language. (Read more)
rbooksprogramming - React Projects - A GitHub repository that collects multiple example projects built with the React library, providing a curated set of project ideas and code samples that can fit into awesome-style listings for React learning resources. (Read more)
reactprojectsfrontend - Reddit COVID Dataset - A curated Reddit dataset focused on COVID-19 discussions, made available via SocialGrep and indexed by the Awesome Data Project for social media and pandemic-related research. (Read more)
socialhealthdatasets - Rijksmuseum Historical Art Collection API - The Rijksmuseum’s public API providing access to metadata and images of its historical art collection, featured as a museum dataset/API in the Awesome Public Datasets directory. (Read more)
datasetsapisart - RuFa Arabic Font Dataset - RuFa is a dataset containing images of Arabic text written in Ruqaa and Nastaliq fonts, hosted on GitHub. It is registered in an awesome data/image-processing collection, aligning it with the Awesome family of curated datasets. (Read more)
datasetscomputer-visionfonts - SaaSHub - SaaSHub is a software alternatives and startups directory, offering curated listings for SaaS products and alternatives, fitting well within the awesome directories landscape. (Read more)
saassoftware-alternativesstartupsdirectory - Scalable CSS Reading List - A curated reading list of articles and resources about writing scalable, maintainable CSS architectures. (Read more)
cssweb-developmentawesome-lists - Search Engine Optimization (SEO) - An Awesome list of Search Engine Optimization (SEO) guidelines, tools, and resources for improving website visibility. (Read more)
seomarketingweb - SEC EDGAR - An Awesome Public Datasets finance entry referencing the SEC EDGAR system, which provides public access to U.S. corporate filings and disclosure data. It is cataloged in the APD core repository as part of the Awesome-style directory of financial datasets. (Read more)
datasetsfinancialregulation - Services Engineering - An awesome-style curated collection of resources for services engineering, covering design, deployment, and operation of network services. (Read more)
servicesarchitecturedevops - Small Network Data - A curated set of small real-world and synthetic network datasets maintained by M. E. J. Newman, frequently referenced in awesome network and graph data lists for teaching, experimentation, and algorithm prototyping. (Read more)
graphdatasetseducation - SNAP Stanford Large Network Dataset Collection - The SNAP Stanford Large Network Dataset Collection is a widely used repository of large real-world network datasets (social networks, web graphs, communication, citation networks, etc.), frequently linked from awesome-style lists of complex network and graph resources. (Read more)
graphdatasetsresearch - sobolevn/awesome-cryptography - A curated list of cryptography resources and links, compiling learning materials, libraries, and tools in an awesome-style directory. (Read more)
awesome-listscryptographysecurity - Social Enterprise - An awesome collection of resources for building social enterprises—organizations focused on social impact and at least partially self-funded. (Read more)
socialstartupssustainability - Space Apps Challenge - The NASA Space Apps Challenge is a global hackathon that provides open datasets and challenges related to space and Earth sciences for developers and data scientists. (Read more)
hackathonspaceopen-data - St. Louis Federal FRED - A finance section entry in the Awesome Public Datasets meta-collection that links to the St. Louis Federal Reserve’s FRED database, providing macroeconomic and financial time series. The Awesome listing offers a curated reference and metadata for this resource. (Read more)
datasetsfinancialtime-series - Stanford Dogs Dataset - A fine-grained image dataset of dog breeds from Stanford, commonly used in classification research. It is part of an awesome-style curated list of image processing datasets, supporting the Awesome meta-directory theme. (Read more)
datasetscomputer-visionimages - Stanford GraphBase - Donald Knuth’s Stanford GraphBase is a classic collection of combinatorial datasets and graph instances designed for experiments with graph algorithms, often listed in curated and awesome-style graph and network collections. (Read more)
datasetsgraphalgorithms - Static Analysis & Code Quality - A popular awesome-style curated list of static analysis tools and code quality resources for various programming languages and ecosystems. (Read more)
testingcode-qualitydeveloper-tools - StumbleUponAwesome - A browser-extension-based tool that surfaces random pages from the Awesome dataset, helping users discover new Awesome lists and entries. (Read more)
browsersearchdiscoverability - Sublime Text Bookmarks - A curated "awesome"-style collection of resources, plugins, and tips for the Sublime Text editor, maintained as a GitHub list of bookmarks specifically for enhancing and extending Sublime Text. (Read more)
editordeveloper-toolssublime-text - SUN Database - The Scene UNderstanding (SUN) database from MIT is a large-scale scene recognition dataset. It is referenced in an awesome data image-processing directory, fitting into the Awesome meta-collection of computer vision datasets. (Read more)
datasetscomputer-visionimages - Tate Collection metadata - A GitHub repository exposing metadata for the Tate art collections, included as a museum data resource in the Awesome Public Datasets project. (Read more)
datasetsartmetadata - Telegram OSINT - A curated list of awesome Telegram OSINT (open-source intelligence) resources, formatted as an Awesome-style directory for investigators and security researchers. (Read more)
securityosinttelegram - Terminals Are Sexy - A curated list of terminal resources, tools, and themes, often referenced alongside awesome terminal-related lists. (Read more)
terminalclideveloper-tools - The Cancer Genome Atlas via GDC Portal - The Cancer Genome Atlas project’s genomic and clinical cancer datasets accessible through the NCI Genomic Data Commons portal, cataloged within the Awesome Public Datasets healthcare section. (Read more)
genomicshealthdatasets - The Cancer Imaging Archive - A large archive of medical images of cancer (radiology and related modalities) for public download, widely used in research and listed by Awesome Public Datasets under healthcare. (Read more)
healthmedical-imagingdatasets - the-book-of-secret-knowledge - A large, GitHub-hosted awesome-style collection of curated lists, manuals, cheatsheets, blogs, hacks, CLI/web tools, and resources focused on Linux, security, DevOps, hacking, and system operations. It functions as a meta resource bringing together many practical references and tools for sysadmins, pentesters, and security researchers. (Read more)
securitylinuxdevops - thibmaek/awesome-raspberry-pi - A curated list of awesome Raspberry Pi tools, projects, images, and resources, serving as a comprehensive directory for Raspberry Pi enthusiasts and developers. (Read more)
awesome-listsraspberry-pihardware - Toolio - Toolio is a directory platform that lists business and productivity tools, making it a relevant addition to the awesome directories meta collection. (Read more)
business-toolsproductivitydirectorycurated-lists - Toolnav - Toolnav.ai is a directory listing site focused on AI tools, representing a specialized directory and contributing to the meta collection of awesome directories. (Read more)
ai-toolsdirectorycurated-listsweb-directory - Tools for Activism - An Awesome-style list of digital tools and resources for activism and organizing. (Read more)
activismtoolsawesome-lists - Tools of the Trade - An awesome-style list of tools and services used by companies frequently discussed on Hacker News, serving as a meta-directory of popular developer and business tools. (Read more)
business-toolsdeveloper-toolscurated-lists - TunedIT Challenges - TunedIT is a platform for data mining and machine learning that hosts datasets, algorithms, and challenge competitions for benchmarking and research. (Read more)
machine-learningchallengesdatasets - Twitter Ego Datasets - Twitter ego-network datasets from the SNAP collection, cataloged in the Awesome Data Project as social network graph data for user-centric analysis. (Read more)
datasetssocialgraph - Typedb Awesome - An Awesome-style collection of resources, drivers, and tooling around TypeDB, a logical database for complex networks of data. (Read more)
databasegraphdeveloper-resources - Typography (Awesome Web Typography) - A curated list of web typography tools, articles, and resources for better type on the web. (Read more)
typographywebdesign - UCI Network Data Repository - The UCI Network Data Repository is an organized catalog of network and graph datasets spanning domains like social, biological, and technological networks. It is designed as a central, browsable directory of network data resources for research and teaching, matching the meta-collection spirit of awesome-style lists. (Read more)
graphdatasetsresearch - UFL Sparse Matrix Collection - The UFL Sparse Matrix Collection is a long‑standing, curated repository of sparse matrices from real applications, widely used for benchmarking numerical algorithms and linear algebra software. It functions as a well‑structured directory of reusable numerical datasets, similar in role to an awesome-style collection but focused on sparse matrices. (Read more)
datasetsmathscientific-computing - UN Human Development Reports - An Awesome Public Datasets meta entry linking to the UN Human Development Reports, which provide open data on human development indices, socio-economic indicators, and related metrics worldwide. (Read more)
datasetseconomicsresearch - Urban and Regional Planning Resources - An awesome-style curated list of resources for urban and regional planning focused on the built environment and communities. (Read more)
gisplanningresources - Vanilla Web Projects - A GitHub repository by Brad Traversy featuring multiple mini projects created with plain HTML5, CSS, and JavaScript (no frameworks), functioning as a curated collection of vanilla web development examples suitable for awesome-style directories. (Read more)
web-developmentprojectsjavascript - Vert.x Awesome - A curated collection of Vert.x modules, examples, and resources for building reactive applications on the JVM. (Read more)
jvmframeworkawesome-lists - Vim Galore - An extensive "awesome"-style collection of Vim tips, tricks, and resources, serving as a comprehensive directory for learning and mastering Vim. (Read more)
vimeditorresources - Vim Galore - Awesome Vim - An extensive, awesome-style compendium of Vim tips, tricks, and resources that serves as a comprehensive guide and reference for Vim users. (Read more)
editorvimdeveloper-tools - Violent-Flows Dataset - The Violent-Flows dataset is a crowd violence/non-violence video database and benchmark used for violence detection research. It is registered within an awesome-style list of image processing datasets, making it part of the Awesome meta-directory ecosystem. (Read more)
datasetsvideocomputer-vision - Wardley Maps - An awesome directory of resources about Wardley Maps, a strategic mapping technique for improving situational awareness and decision-making. (Read more)
strategymanagementresources - Web Tools (Awesome List) - A curated collection of useful web-related tools and utilities presented in an awesome-list format. (Read more)
web-developmentdeveloper-toolsawesome-lists - WSU Graph Database - The WSU Graph Database is a collection of graph datasets maintained by Washington State University, providing a directory of network and graph instances used for research in data mining, pattern recognition, and graph algorithms. It serves as a centralized listing of reusable graph data resources. (Read more)
datasetsgraphresearch
- Challenges in Machine Learning - ChaLearn organizes the Challenges in Machine Learning series, providing recurring ML competitions and associated datasets for the research community. (Read more)
machine-learningdatasetschallenges - CrowdANALYTIX dataX - CrowdANALYTIX dataX is a competition platform offering data science and analytics challenges with real-world datasets for practitioners and enterprises. (Read more)
data-sciencechallengesdatasets - D4D Challenge of Orange - The D4D (Data for Development) Challenge by Orange is a series of data challenges using anonymized telecom data to support research and development initiatives, especially in developing regions. (Read more)
telecomdatasetschallenges - KDD Cup 2012 - The KDD Cup 2012, organized with Tencent, is a major data mining competition that released large-scale datasets for tasks such as user behavior prediction and recommendation. (Read more)
data-miningmachine-learningchallenges - Localytics Data Visualization Challenge - The Localytics Data Visualization Challenge is a GitHub-hosted competition centered on visual analytics using Localytics-provided datasets. (Read more)
data-visualizationdatasetschallenges - Telecom Italia Big Data Challenge - The Telecom Italia Big Data Challenge offers large-scale telecom and urban data for open data mining competitions focused on smart cities and innovation. (Read more)
big-datasmart-citieschallenges
- 53.5B Web Clicks of 100K Users in Indiana University - Clickstream dataset with 53.5 billion web clicks from 100,000 anonymized users at Indiana University, useful for studying browsing behavior, recommendation, and network traffic patterns; included in an awesome curated datasets list. (Read more)
datasetsinternetbig-data - B3FD - Biometrically Filtered Famous Figure Dataset for Age Estimation - A facial age and gender estimation dataset with approximately 375k images of famous figures, biometrically filtered to improve label quality. Indexed within an awesome machine learning datasets collection. (Read more)
datasetsmachine-learningcomputer-vision - Brain Catalogue - An open resource providing high-resolution 3D reconstructions and anatomical data of brains from multiple species for comparative neuroanatomy and neuroscience research. (Read more)
datasetsneuroscience3d - Canada Science and Technology Museums Corporation Open Data - An open data portal from the Canada Science and Technology Museums Corporation, listing machine‑readable datasets about the collections and activities of Canadian science and technology museums, cataloged within the Awesome Public Datasets museums section. (Read more)
datasetsmuseumsopen-data - CERN Open Data Portal - A curated portal by CERN providing open access to data from LHC experiments and related high‑energy physics research, referenced within an awesome-style curated list of physics data resources. (Read more)
datasetsphysicsopen-data - Context-aware data sets from five domains - A set of context-aware recommendation datasets across five domains, distributed with CARSKit, for research in context-aware recommender systems and machine learning. Part of an awesome public datasets listing. (Read more)
datasetsrecommendationmachine-learning - Cooper-Hewitt Collection Database - An open collection database from the Cooper Hewitt, Smithsonian Design Museum, providing programmatic access to object metadata and images, included as a museum entry in the Awesome Public Datasets directory. (Read more)
datasetsmuseumsapis - Criteo Click-Through Rate Dataset - Public click-through and display advertising dataset released by Criteo for CTR prediction research, widely used in machine learning benchmarks and included in awesome advertising/clickstream datasets lists. (Read more)
datasetsadvertisingmachine-learning - Crystallography Open Database - An open-access collection of crystal structure data, included in an awesome directory of physics-related open datasets. (Read more)
datasetsphysicschemistry - Delve Datasets for classification and regression - A collection of standardized datasets for classification and regression tasks maintained by the University of Toronto’s DELVE project, widely used for benchmarking machine learning algorithms and referenced in awesome dataset directories. (Read more)
datasetsmachine-learningbenchmark - Discogs Monthly Data - Regularly published dumps of the Discogs music database, including releases, artists, and labels, suitable for recommendation, graph, and other machine learning research. Listed within an awesome public datasets compilation. (Read more)
datasetsmusicopen-data - FCP-INDI - The Functional Connectomes Project and International Neuroimaging Data-sharing Initiative (FCP-INDI) hosts large-scale open-access neuroimaging datasets focused on resting-state and task-based fMRI. (Read more)
datasetsneurosciencemedical-imaging - Foursquare Dataset from UMN/Sarwat (2013) - A 2013 Foursquare check-in dataset released by the University of Minnesota/Sarwat group, cataloged within the Awesome Data Project (APD) social networks collection for use in research on location-based social networks. (Read more)
datasetssociallocation - GitHub Collaboration Archive - An archive of public GitHub events capturing collaboration activity across repositories and users, referenced in the Awesome Data Project as a key social network / developer activity dataset. (Read more)
datasetsdeveloper-toolssocial - Google Scholar Citation Relations - A research dataset of citation relationships extracted from Google Scholar, listed in the Awesome Data Project social networks section for citation network and bibliometric analysis. (Read more)
datasetsresearchscience - High-Resolution Contact Networks from Wearable Sensors - A collection of high-resolution temporal contact network datasets collected via wearable proximity sensors, included in the Awesome Data Project social networks category for studying human contact patterns. (Read more)
datasetshealthcaresocial - Human Connectome Project - A major neuroimaging initiative that provides high-quality MRI, behavioral, and genetic data to map human brain connectivity. (Read more)
datasetsneurosciencemedical-imaging - IceCube Neutrino Observatory Data - Open data from the IceCube Neutrino Observatory at the South Pole, listed in an awesome collection of physics datasets. (Read more)
datasetsphysicsspace - Indie Map - Indie Map provides a social graph and crawl data of prominent IndieWeb sites, cataloged in the Awesome Data Project as a specialized social network dataset for IndieWeb communities. (Read more)
datasetssocialweb - Iranis - A large-scale dataset of Farsi and Arabic license plate characters for character recognition and license plate recognition research, registered within an awesome public machine learning datasets collection. (Read more)
datasetscomputer-visiontransportation - Labeled Faces in the Wild - A classic benchmark dataset of thousands of labeled face images collected from the web, designed for unconstrained face recognition research and commonly featured in awesome machine learning dataset collections. (Read more)
datasetscomputer-visionmachine-learning - Maddison Project Database - A historical dataset providing comparative economic performance indicators, especially GDP per capita and population, spanning centuries for many countries. Included in the Awesome Public Datasets economics list as a foundational, long‑run macroeconomic data resource with versioned releases and documentation. (Read more)
datasetseconomicshistory - Massive Visual Memory Stimuli - A large collection of visual stimuli from MIT designed for visual memory experiments. Listed as an image-processing dataset inside an awesome-style data collection, it forms part of the Awesome meta-directory of datasets. (Read more)
datasetscomputer-visionresearch - MeDAL - MeDAL (Medical Abbreviation Disambiguation Library) is a large medical text dataset curated for abbreviation disambiguation tasks, included in the Awesome Public Datasets healthcare collection. (Read more)
datasetshealthcarenlp - Merklemap DNS Records Dataset - Commercial-scale DNS records database from Merklemap containing over 4 billion DNS records across 700 million unique domains, used for Internet measurement, security, and enrichment, listed among awesome DNS/networking datasets. (Read more)
datasetsdnssecurity - MeSH Filelist - The official file list for MeSH (Medical Subject Headings), the controlled vocabulary thesaurus used for indexing and organizing biomedical literature in PubMed; linked from the Awesome Public Datasets healthcare section. (Read more)
datasetshealthcarenlp - MIRAGE-2019 - Human-generated mobile traffic analysis dataset (MIRAGE-2019) from the COMICS group at University of Napoli, providing labeled mobile network traffic traces for research in classification and behavior analysis; curated in awesome networking datasets directories. (Read more)
datasetsnetworkingtraffic-analysis - MNIST database of handwritten digits - A classic benchmark dataset of handwritten digits curated by Yann LeCun, widely used in machine learning and computer vision research. It is included as one of the image processing entries in an awesome-style data directory, making it part of the broader Awesome ecosystem of curated datasets. (Read more)
datasetscomputer-visionmachine-learning - Mobile Social Networks from UMASS - A set of mobile social network datasets from UMass, covering mobility and interaction patterns and listed in the Awesome Data Project social networks collection. (Read more)
datasetsmobilesocial - Natural History Museum London Data Portal - The Natural History Museum London’s data portal offering open access to specimen, biodiversity, and research datasets, curated in the Museums category of Awesome Public Datasets. (Read more)
datasetsmuseumsopen-data - Netflix Prize Data - The Netflix Prize dataset, hosted on Kaggle, contains anonymized movie rating data released for the famous recommendation system competition aimed at improving Netflix’s recommendation accuracy. (Read more)
datasetsrecommendationmachine-learning - Neuroelectro - A database that organizes and standardizes electrophysiological properties of neurons from published literature, enabling quantitative comparison across neuron types. (Read more)
datasetsneurosciencebiosignals - NeuroMorpho.Org - A centrally curated, open-access repository of digitally reconstructed neuronal morphologies from the scientific literature, supporting data sharing and reuse in neuroscience. (Read more)
datasetsneuroscienceopen-data - Newspaper Navigator Dataset - A dataset containing extracted visual content for over 16 million newspaper pages, provided by the Library of Congress. It is indexed in an awesome data/image-processing directory, supporting the Awesome meta-collection of datasets. (Read more)
datasetscomputer-visionhistory - Number of Ebola Cases and Deaths in Affected Countries (2014) - A humanitarian dataset on Ebola cases and deaths during the 2014 outbreak, hosted on HDX and linked from the Awesome Public Datasets healthcare list. (Read more)
datasetshealthcareepidemiology - OASIS Brains - Open Access Series of Imaging Studies (OASIS) provides freely available MRI datasets for the study of normal aging and Alzheimer’s disease. (Read more)
datasetsneurosciencemedical-imaging - OpenfMRI - An open database of task-based and resting-state fMRI datasets designed to promote data sharing and reuse in cognitive and clinical neuroscience. (Read more)
datasetsneurosciencemedical-imaging - OpenNeuro - An open repository for sharing, curating, and accessing BIDS-compliant neuroimaging datasets, supporting reproducible research in human neuroscience. (Read more)
datasetsneuroscienceopen-data - OSU Cognitive Modeling Repository Datasets - A collection of publicly accessible behavioral datasets hosted by the Ohio State University Cognitive Modeling Repository, curated for use in cognitive psychology and cognitive modeling research. It is indexed within the awesomedata / apd-core Awesome Data directories under Psychology and Cognition. (Read more)
datasetspsychologycognitive-science - Penn World Table - A widely used database of national accounts that provides comparable measures of real GDP, output, productivity, and price levels across countries and over time. It is part of the Awesome Public Datasets economics collection as a core macroeconomic reference dataset with downloadable tables and documentation. (Read more)
datasetsmacroeconomicseconomics - PhysioBank Databases - A large and growing archive of physiologic signal databases (ECG, EEG, and related biosignals) provided via PhysioNet, included in the Awesome Public Datasets healthcare list. (Read more)
datasetshealthcarebiosignals - Quantum Simulations of an Electron in a 2D Potential Well Dataset - Open research data associated with quantum simulations of an electron in a two-dimensional potential well, linked via DOI from an awesome physics data directory. (Read more)
datasetsphysicsquantum-computing - Reddit Comments - A large-scale archive of Reddit comments hosted by Pushshift, indexed in the Awesome Data Project as a key social media conversation dataset. (Read more)
datasetssocialbig-data - SEER-YR2005.LO_2ND_HALF - July–December 2005 Louisiana diagnoses (a special subset of SEER data) included in the SEER November 2017 release and cataloged within Awesome Public Datasets. Useful as a focused regional cancer dataset, including prostate cases, for temporal or registry-specific analyses. (Read more)
datasetshealthcareepidemiology - Shape-from-Silhouette 3D Model Repository - A collection of several shape-from-silhouette datasets for 3D reconstruction tasks. Listed in an awesome data/image-processing directory, it contributes to the Awesome meta-collection of vision resources. (Read more)
datasets3dcomputer-vision - Shopper Intent Prediction from Clickstream E‑Commerce Data - GitHub repository and dataset from Coveo for predicting shopper intent based on minimal e‑commerce clickstream data, used as a benchmark in recommendation and behavior modeling and cataloged in awesome dataset collections. (Read more)
datasetsecommercemachine-learning - Skytrax Air Travel Reviews Dataset - A dataset of airline and airport reviews scraped from Skytrax and published on GitHub, referenced by the Awesome Data Project in the social networks / user reviews category. (Read more)
datasetstransportationreviews - Sloan Digital Sky Survey - The SDSS project’s public data releases of astronomical imaging and spectra, referenced in an awesome curated list of physics and astronomy datasets. (Read more)
datasetsastronomyphysics - SourceForge.net Research Data - A collection of SourceForge project and activity datasets from the University of Notre Dame, listed in the Awesome Data Project as an open-source software development social network resource. (Read more)
datasetsopen-sourcedeveloper-tools - Spanish Flu Dataset (1918–1920) - A historical dataset on the 1918–1920 Spanish Flu pandemic, including case and mortality information, hosted on Kaggle and indexed in the Awesome Public Datasets healthcare category. (Read more)
datasetshealthcarehistory - Study Forrest - A rich neuroimaging dataset collection acquired while participants watched the movie "Forrest Gump," enabling research on naturalistic stimulation and brain function. (Read more)
datasetsneurosciencecognitive-science - SVIRO – Synthetic Vehicle Interior Rear Seat Occupancy Dataset - SVIRO is a synthetic dataset with 25,000 vehicle interior scenes across multiple vehicles, designed for tasks such as occupancy detection and classification. It is indexed within an awesome-style list of image processing datasets. (Read more)
datasetscomputer-visionautonomous-driving - TCGA-PRAD-US - The TCGA Prostate Adenocarcinoma (PRAD) cohort (499 samples) available in cBioPortal and indexed in the Awesome Public Datasets collection. It provides genomic and clinical data for prostate adenocarcinoma, widely used for cancer genomics research and benchmarking pipelines. (Read more)
datasetsgenomicshealthcare - Transfermarkt Datasets - A clean, structured, and automatically updated collection of football (soccer) data extracted from Transfermarkt, included as part of the Awesome Public Datasets (Awesome Data) directory under the Sports category. (Read more)
datasetssportsanalytics - TravisTorrent Dataset - MSR 2017 Mining Challenge - The TravisTorrent dataset underpins the MSR 2017 mining challenge, providing combined GitHub and Travis CI data for empirical software engineering and mining software repositories research. (Read more)
datasetssoftware-engineeringgithub - Twitch Top Streamer's Data - A Kaggle dataset containing statistics about top Twitch streamers, referenced by the Awesome Data Project as a social network / streaming platform dataset. (Read more)
datasetssocialstreaming - Twitter Data for Online Reputation Management - A Twitter dataset released for the RepLab 2013 online reputation management evaluation campaign, included in the Awesome Data Project as a benchmark social media dataset. (Read more)
datasetssocialnlp - USA Soccer Teams and Locations - An open dataset and repository listing USA soccer teams and their locations across MLS, NWSL, and USL, curated within the Awesome Public Datasets (Awesome Data) sports section. (Read more)
datasetssportsgis
- Directory Scout - A curated resource to help users discover templates, themes, plugins, and platforms specifically for launching and growing web directories. Highly relevant for those seeking to build or find web directories. (Read more)
directory-buildertemplatesthemesweb-development
- SubmitDirs - SubmitDirs is a service that submits websites to a curated list of directories, useful for those looking to promote their directory listings or discover quality directories for backlinking. (Read more)
directory-submissionseopromotionweb-directory
- FAVZ - FAVZ is a categorized directory of websites, making it a relevant example of an awesome directory site. (Read more)
web-directorycurated-listscategorizedwebsites
- mcp-servers - A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. (Read more)
MCPserverai
- time-tracking - Time Tracking - Software, Methodologies and Practices. (Read more)
time-trackingAppdesktopweb
- vector-databases - A curated list of vector database solutions, libraries, and resources for AI applications. (Read more)
databaseVectorserverai
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