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++ 10,524 40,393 4,710 (69 issues need help) 1,596 Updated Jul 23, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 447 2,197 225 (1 issue needs help) 31 Updated Jul 23, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,503 6,847 271 (69 issues need help) 130 Updated Jul 23, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 210 1,020 84 (12 issues need help) 31 Updated Jul 23, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 546 2,379 175 (14 issues need help) 34 Updated Jul 23, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 121 1,051 74 (1 issue needs help) 26 Updated Jul 23, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 10 40 14 6 Updated Jul 23, 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 pytorch
  Python BSD-3-Clause 347 2,949 45 (18 issues need help) 21 Updated Jul 23, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 141 1,654 25 5 Updated Jul 23, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,391 13,658 200 60 Updated Jul 23, 2020

• workshops

  This is a repository for all workshop related materials.
  Jupyter Notebook 6 11 0 2 Updated Jul 23, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 116 99 31 21 Updated Jul 22, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,128 4,061 183 143 Updated Jul 22, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 18 90 4 3 Updated Jul 22, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 143 1,613 22 (1 issue needs help) 9 Updated Jul 22, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 149 488 7 7 Updated Jul 22, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,111 8,508 286 (69 issues need help) 42 Updated Jul 22, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 42 522 6 2 Updated Jul 22, 2020

• dr-ci

  Diagnose and remediate CI jobs
  Haskell MIT 0 2 2 0 Updated Jul 21, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 127 940 52 3 Updated Jul 20, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python 7 70 39 2 Updated Jul 19, 2020

• labeler-github-action

  GitHub action for labeling issues and pull requests based on conditions
  TypeScript MIT 1 1 0 4 Updated Jul 18, 2020

• add-annotations-github-action

  A GitHub action to run clang-tidy and annotate failures
  JavaScript MIT 5 9 2 1 Updated Jul 18, 2020

• pytorch-probot

  PyTorch GitHub bot written in probot
  TypeScript ISC 2 8 1 3 Updated Jul 18, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 150 632 15 48 Updated Jul 18, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 103 949 11 1 Updated Jul 17, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 84 118 9 14 Updated Jul 16, 2020

• rfcs

  PyTorch RFCs (experimental)
  2 11 1 5 Updated Jul 16, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 35 32 2 10 Updated Jul 16, 2020

• pytorch-integration-testing

  Testing downstream libraries using pytorch release candidates
  Dockerfile MIT 1 2 0 1 Updated Jul 16, 2020