pytorch

Repositories

• serve

  Model Serving on PyTorch
  Java Apache-2.0 187 1,333 97 (1 issue needs help) 43 Updated Nov 6, 2020

• pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  python machine-learning deep-learning neural-network gpu numpy autograd
  C++ 11,476 43,657 5,000+ (23 issues need help) 2,058 Updated Nov 6, 2020

• opacus

  Training PyTorch models with differential privacy

  differential-privacy privacy-preserving-machine-learning dp-sgd
  Python Apache-2.0 79 629 3 6 Updated Nov 6, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 490 2,297 241 (1 issue needs help) 43 Updated Nov 6, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,528 10,189 457 (83 issues need help) 43 Updated Nov 6, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,376 4,360 205 171 Updated Nov 6, 2020

• nestedtensor

  [Prototype] Tools for the concurrent manipulation of variably sized Tensors.
  Python BSD-3-Clause 12 91 40 6 Updated Nov 6, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 97 137 15 20 Updated Nov 6, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,923 7,613 313 (68 issues need help) 133 Updated Nov 6, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 175 1,850 34 (1 issue needs help) 11 Updated Nov 5, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 162 1,745 31 7 Updated Nov 5, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 249 1,118 106 (15 issues need help) 41 Updated Nov 5, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 155 529 10 11 Updated Nov 5, 2020

• add-annotations-github-action

  A GitHub action to run clang-tidy and annotate failures
  JavaScript MIT 6 9 2 0 Updated Nov 5, 2020

• android-demo-app

  PyTorch android examples of usage in applications
  Java 115 254 28 8 Updated Nov 5, 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 409 3,126 78 (25 issues need help) 24 Updated Nov 5, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 152 1,084 58 4 Updated Nov 5, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 4 29 12 (4 issues need help) 3 Updated Nov 5, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 573 2,532 197 (14 issues need help) 60 Updated Nov 5, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 21 102 4 3 Updated Nov 5, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 132 105 38 5 Updated Nov 5, 2020

• ios-demo-app

  PyTorch iOS examples
  Swift 44 135 9 1 Updated Nov 4, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 45 33 2 13 Updated Nov 4, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 13 72 20 7 Updated Nov 4, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 53 564 6 0 Updated Nov 3, 2020

• hydra-torch

  Configuration classes enabling type-safe PyTorch configuration for Hydra apps
  Python MIT 1 19 8 2 Updated Nov 2, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 126 978 12 3 Updated Nov 1, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,799 14,522 213 62 Updated Oct 31, 2020

• rfcs

  PyTorch RFCs (experimental)
  4 12 0 4 Updated Oct 30, 2020

• benchmark
  Python BSD-3-Clause 52 213 31 6 Updated Oct 30, 2020