DeepLearnPhysics

Deep Neural Network Tools for Physics Analysis

Pinned Repositories

Blog
Language:Jupyter Notebook2 6 21
DeepLearnPhysics.github.io
Group webpage top
Language:HTML3 8 12
dynamic-gcnn
Dynamic Graph Convolutional Neural Network for 3D point cloud semantic segmentation
Language:Python60 6 111
faster-rcnn
Language:Python8 5 13
larcv-tutorial
Tutorial of LArCV data products and interface with tensorflow.
Language:Jupyter Notebook40
larcv2
Language:C++13 9 3016
larcv3
Third version of larcv. This is a complete replacement for larcv2.
Language:C++11 4 226
lartpc_mlreco3d
Language:Python7 7 4532
pytorch-resnet-example
Resnet example that trains on the 5-particle practice data
Language:Jupyter Notebook16 4 018
pytorch-uresnet
PyTorch Implementation of U-ResNet
Language:Jupyter Notebook7 3 04

DeepLearnPhysics's Repositories

DeepLearnPhysics/larcv2
Language:C++13 9 3016
DeepLearnPhysics/larcv3
Third version of larcv. This is a complete replacement for larcv2.
Language:C++11 4 226
DeepLearnPhysics/lartpc_mlreco3d
Language:Python7 7 4532
DeepLearnPhysics/DeepLearnPhysics.github.io
Group webpage top
Language:HTML3 8 12
DeepLearnPhysics/Blog
Language:Jupyter Notebook2 6 21
DeepLearnPhysics/Supera
Language:C++2 6 011
DeepLearnPhysics/DLPGenerator
Language:C++1
DeepLearnPhysics/icarus-summer-2023
Language:Python1 3 01
DeepLearnPhysics/icarus_ml_workshop_2023
Workshop that compiles all the resources needed for the 2023 ICARUS ML Workshop at CSU
Language:Jupyter Notebook19
DeepLearnPhysics/larcv-viewer
Language:Python11
DeepLearnPhysics/lartpc_mlreco3d_tutorials
Jupyter Book introduction to `lartpc_mlreco3d`
Language:TeX1 2 133
DeepLearnPhysics/spine
Scalable Particle Imaging with Neural Embeddings
Language:Python1 3 09
DeepLearnPhysics/flow2supera
Language:Python04
DeepLearnPhysics/ddim_lartpc
Denoising Diffusion Implicit Models for 2D LArTPC images
Language:Python
DeepLearnPhysics/dune-nd-wiki
DeepLearnPhysics/dunend_train_prod
Scripts for data production for training reco3d chain for ND
Language:Python0 01
DeepLearnPhysics/edep2supera
Language:C++5
DeepLearnPhysics/edep2supera_tutorials
Tutorial web contents for edep2supera
Language:Dockerfile2 0
DeepLearnPhysics/larcv2-docker
Dockerfiles for docker containers on docker-hub
Language:Roff
DeepLearnPhysics/larcv3-docs
DeepLearnPhysics/larcv_io_testing
IO Benchmarking scripts for larcv3
Language:Python
DeepLearnPhysics/larnd-sim
Simulation framework for a pixelated Liquid Argon TPC
Language:Python
DeepLearnPhysics/larnd2supera
Language:Python6
DeepLearnPhysics/lartpc_mlreco3d_prod
Production tools for lartpc_mlreco3d
Language:Shell3
DeepLearnPhysics/MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Language:Python
DeepLearnPhysics/photonlib
A tiny photon library
DeepLearnPhysics/siren-optical-propagation
SIREN for Optical Propagation
Language:Python0 0
DeepLearnPhysics/spine_prod
Production tools for SPINE
Language:Shell1
DeepLearnPhysics/spine_workshop_2024
Resources for the 2024 SPINE ML Workshop at Tufts
Language:Jupyter Notebook4
DeepLearnPhysics/SuperaAtomic
Language:C++5