Finance Forecaster

Finance Forecaster is a web application that allows users to input their past expenditures and view future predictions of their spending habits, making budget planning a more efficient process.

Prerequisites

Before you begin, ensure you have met the following requirements:

• Python
• Flask
• Numpy
• TensorFlow
• Keras
• Sklearn
• NodeJS
• npm
• MongoDB

Installation

1. Clone the repo

git clone https://github.com/anushasaha16/finance-forecaster.git

2. Install NPM Packages

npm i
cd server
npm i
cd ../client
npm i

Run

ML Model API

cd api
python api.py

Server

cd server
nodemon index.js

Client

cd client
npm start

Open http://localhost:3000 to view it in the browser.

Usage

Users must sign in using their Google accounts. Upon logging in, users can input new expenses and have access to a visualization of their past monthly expenditures and a forecast of their monthly expenditures for the next 3 months. They can specifically choose which spending category they're inputing an expense for and which spending category they're viewing a visualization for.

Built With

• Python
• TensorFlow
• Flask
• JavaScript
• Node.js
• Express
• React.js
• MongoDB