pytorch

Repositories

• pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  python machine-learning deep-learning neural-network gpu numpy autograd
  C++ 11,071 42,327 5,000+ (40 issues need help) 1,947 Updated Sep 23, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,745 7,292 296 (76 issues need help) 130 Updated Sep 23, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python BSD-3-Clause 11 81 40 3 Updated Sep 23, 2020

• workshops

  This is a repository for all workshop related materials.
  Jupyter Notebook 18 32 0 0 Updated Sep 23, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 160 1,239 84 (1 issue needs help) 40 Updated Sep 23, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 558 2,474 188 (14 issues need help) 49 Updated Sep 23, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 52 551 6 2 Updated Sep 23, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 475 2,253 233 (1 issue needs help) 27 Updated Sep 23, 2020

• audio

  Data manipulation and transformation for audio signal processing, powered by PyTorch

  audio python mp3 speech wav io
  Python BSD-2-Clause 238 1,086 97 (12 issues need help) 44 Updated Sep 23, 2020

• opacus

  Training PyTorch models with differential privacy

  differential-privacy privacy-preserving-machine-learning dp-sgd
  Python Apache-2.0 70 567 3 4 Updated Sep 23, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 12 63 19 4 Updated Sep 23, 2020

• benchmark
  Python BSD-3-Clause 50 208 17 7 Updated Sep 22, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 93 133 11 17 Updated Sep 22, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 164 1,763 26 (1 issue needs help) 5 Updated Sep 23, 2020

• fairseq

  Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

  python pytorch artificial-intelligence
  Python MIT 2,285 8,956 392 (77 issues need help) 49 Updated Sep 22, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,637 14,153 208 62 Updated Sep 22, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,253 4,240 196 162 Updated Sep 23, 2020

• pytorch-integration-testing

  Testing downstream libraries using pytorch release candidates
  Makefile MIT 4 2 0 1 Updated Sep 22, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 143 1,022 48 2 Updated Sep 22, 2020

• ignite

  High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

  python machine-learning deep-learning neural-network metrics pytorch hacktoberfest
  Python BSD-3-Clause 379 3,049 75 (31 issues need help) 18 Updated Sep 22, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 118 968 12 2 Updated Sep 22, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 2 22 10 (4 issues need help) 3 Updated Sep 22, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 20 95 4 3 Updated Sep 22, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 130 101 35 19 Updated Sep 22, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 155 1,716 27 9 Updated Sep 22, 2020

• rfcs

  PyTorch RFCs (experimental)
  4 11 0 3 Updated Sep 16, 2020

• java-demo
  Jupyter Notebook 7 49 2 1 Updated Sep 14, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 154 507 8 9 Updated Sep 15, 2020

• labeler-github-action

  GitHub action for labeling issues and pull requests based on conditions
  TypeScript MIT 2 1 0 6 Updated Sep 12, 2020

• add-annotations-github-action

  A GitHub action to run clang-tidy and annotate failures
  JavaScript MIT 6 9 2 2 Updated Sep 12, 2020