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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 64 11

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

    Resnet example that trains on the 5-particle practice data

    Jupyter Notebook 15 18

  3. larcv2 larcv2 Public

    C++ 13 16

  4. larcv3 larcv3 Public

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

    C++ 11 6

  5. lartpc_mlreco3d lartpc_mlreco3d Public

    Python 9 32

  6. faster-rcnn faster-rcnn Public

    Python 8 3

Repositories

Showing 10 of 58 repositories
  • Supera Public
    DeepLearnPhysics/Supera’s past year of commit activity
    C++ 2 11 4 1 Updated Feb 18, 2025
  • spine Public

    Scalable Particle Imaging with Neural Embeddings

    DeepLearnPhysics/spine’s past year of commit activity
    Python 3 12 5 2 Updated Feb 18, 2025
  • Blog Public
    DeepLearnPhysics/Blog’s past year of commit activity
    Jupyter Notebook 2 MIT 1 0 0 Updated Feb 17, 2025
  • larcv2-docker Public

    Dockerfiles for docker containers on docker-hub

    DeepLearnPhysics/larcv2-docker’s past year of commit activity
    Roff 0 0 0 0 Updated Feb 17, 2025
  • MinkowskiEngine Public Forked from NVIDIA/MinkowskiEngine

    Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

    DeepLearnPhysics/MinkowskiEngine’s past year of commit activity
    Python 0 377 0 0 Updated Feb 17, 2025
  • DeepLearnPhysics.github.io Public

    Group webpage top

    DeepLearnPhysics/DeepLearnPhysics.github.io’s past year of commit activity
    HTML 3 MIT 1 0 0 Updated Feb 17, 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 1 MIT 1 1 0 Updated Feb 16, 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 Feb 13, 2025
  • flow2supera Public
    DeepLearnPhysics/flow2supera’s past year of commit activity
    Python 0 MIT 4 2 0 Updated Feb 12, 2025
  • spinal_tap Public

    SPINE Reconstruction Visualization Tool

    DeepLearnPhysics/spinal_tap’s past year of commit activity
    Python 0 0 0 0 Updated Jan 28, 2025
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