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DeepLearnPhysics

Deep Neural Network Tools for Physics Analysis

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  1. dynamic-gcnn dynamic-gcnn Public

    Dynamic Graph Convolutional Neural Network for 3D point cloud semantic segmentation

    Python 66 11

  2. pytorch-resnet-example pytorch-resnet-example Public

    Resnet example that trains on the 5-particle practice data

    Jupyter Notebook 14 18

  3. larcv2 larcv2 Public

    C++ 13 15

  4. lartpc_mlreco3d lartpc_mlreco3d Public

    Python 11 32

  5. larcv3 larcv3 Public

    Third version of larcv. This is a complete replacement for larcv2.

    C++ 11 5

  6. faster-rcnn faster-rcnn Public

    Python 8 3

Repositories

Showing 10 of 63 repositories
  • spine Public

    Scalable Particle Imaging with Neural Embeddings

    DeepLearnPhysics/spine’s past year of commit activity
    Python 4 MIT 14 6 5 Updated Dec 31, 2025
  • particle-imaging-models Public

    Particle imaging models - Foundation model research for time projection chambers

    DeepLearnPhysics/particle-imaging-models’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Dec 30, 2025
  • Panda Public

    Repository for "Panda: Self-distillation of Reusable Sensor-level Representations for High Energy Physics"

    DeepLearnPhysics/Panda’s past year of commit activity
    Jupyter Notebook 4 Apache-2.0 0 0 0 Updated Dec 24, 2025
  • Supera Public
    DeepLearnPhysics/Supera’s past year of commit activity
    C++ 2 14 4 0 Updated Dec 22, 2025
  • spine-prod Public

    Production tools for SPINE

    DeepLearnPhysics/spine-prod’s past year of commit activity
    Shell 1 5 1 1 Updated Dec 19, 2025
  • flow2supera Public
    DeepLearnPhysics/flow2supera’s past year of commit activity
    Python 0 MIT 5 4 0 Updated Dec 9, 2025
  • spinal-tap Public

    SPINE Reconstruction Visualization Tool

    DeepLearnPhysics/spinal-tap’s past year of commit activity
    Python 1 0 0 0 Updated Nov 25, 2025
  • spine_workshop_2025 Public

    Resources for the 2025 SPINE ML Workshop at Nevis

    DeepLearnPhysics/spine_workshop_2025’s past year of commit activity
    Jupyter Notebook 0 4 0 0 Updated Oct 14, 2025
  • dunend_train_prod Public Forked from drinkingkazu/dunend_train_prod

    Scripts for data production for training reco3d chain for ND

    DeepLearnPhysics/dunend_train_prod’s past year of commit activity
    Python 0 3 0 0 Updated Sep 23, 2025
  • PoLAr-MAE Public

    Repository for "Particle Trajectory Representation Learning with Masked Point Modeling"

    DeepLearnPhysics/PoLAr-MAE’s past year of commit activity
    Jupyter Notebook 4 MIT 4 0 0 Updated Sep 20, 2025
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