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++ 11,459 43,620 5,000+ (23 issues need help) 2,059 Updated Nov 5, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,914 7,607 313 (68 issues need help) 131 Updated Nov 5, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 96 137 15 18 Updated Nov 5, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,521 10,165 452 (83 issues need help) 43 Updated Nov 5, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 490 2,297 241 (1 issue needs help) 44 Updated Nov 5, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,372 4,357 205 170 Updated Nov 5, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 162 1,743 31 6 Updated Nov 4, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 152 1,084 56 5 Updated Nov 4, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 132 105 38 5 Updated Nov 4, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 573 2,530 197 (14 issues need help) 60 Updated Nov 4, 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 3,125 79 (25 issues need help) 24 Updated Nov 4, 2020

• ios-demo-app

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

• nestedtensor

  [Prototype] Tools for the concurrent manipulation of variably sized Tensors.
  Python BSD-3-Clause 12 91 40 5 Updated Nov 4, 2020

• pytorch_sphinx_theme

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

• serve

  Model Serving on PyTorch
  Java Apache-2.0 186 1,331 97 (1 issue needs help) 45 Updated Nov 4, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 248 1,118 104 (13 issues need help) 42 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

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 4 28 12 (4 issues need help) 3 Updated Nov 4, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 21 101 4 3 Updated Nov 4, 2020

• opacus

  Training PyTorch models with differential privacy

  differential-privacy privacy-preserving-machine-learning dp-sgd
  Python Apache-2.0 78 626 3 5 Updated Nov 4, 2020

• android-demo-app

  PyTorch android examples of usage in applications
  Java 115 253 28 8 Updated Nov 4, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 155 529 8 9 Updated Nov 3, 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 6,792 14,509 213 62 Updated Nov 1, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 174 1,848 33 (1 issue needs help) 10 Updated Oct 31, 2020

• rfcs

  PyTorch RFCs (experimental)
  4 12 0 4 Updated Oct 31, 2020

• benchmark
  Python BSD-3-Clause 51 212 30 6 Updated Oct 30, 2020

• pytorch-integration-testing

  Testing downstream libraries using pytorch release candidates
  Makefile MIT 3 3 0 1 Updated Oct 26, 2020