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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 63 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
  • spine Public

    Scalable Particle Imaging with Neural Embeddings

    DeepLearnPhysics/spine’s past year of commit activity
    Python 3 12 3 2 Updated Feb 3, 2025
  • PoLAr-MAE Public

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

    DeepLearnPhysics/PoLAr-MAE’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 3, 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
  • spine_prod Public

    Production tools for SPINE

    DeepLearnPhysics/spine_prod’s past year of commit activity
    Shell 1 2 0 0 Updated Jan 18, 2025
  • Supera Public
    DeepLearnPhysics/Supera’s past year of commit activity
    C++ 2 11 4 1 Updated Dec 3, 2024
  • spine_workshop_2024 Public

    Resources for the 2024 SPINE ML Workshop at Tufts

    DeepLearnPhysics/spine_workshop_2024’s past year of commit activity
    Jupyter Notebook 1 5 1 0 Updated Nov 22, 2024
  • larcv2 Public
    DeepLearnPhysics/larcv2’s past year of commit activity
    C++ 13 MIT 16 18 2 Updated Nov 13, 2024
  • flow2supera Public
    DeepLearnPhysics/flow2supera’s past year of commit activity
    Python 0 MIT 4 2 0 Updated Nov 6, 2024
  • icarus_signalproc Public
    DeepLearnPhysics/icarus_signalproc’s past year of commit activity
    Python 0 1 0 0 Updated Oct 23, 2024
  • 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 3, 2024
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