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++ 11,378 43,397 5,000+ (30 issues need help) 2,002 Updated Oct 27, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 487 2,283 237 (1 issue needs help) 44 Updated Oct 27, 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 406 3,109 74 (26 issues need help) 22 Updated Oct 27, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,343 4,332 204 173 Updated Oct 27, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 170 1,831 30 (1 issue needs help) 11 Updated Oct 27, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,874 7,533 305 (69 issues need help) 131 Updated Oct 27, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 12 68 20 7 Updated Oct 27, 2020

• android-demo-app

  PyTorch android examples of usage in applications
  Java 112 251 27 8 Updated Oct 27, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 185 1,312 98 (1 issue needs help) 40 Updated Oct 27, 2020

• benchmark
  Python BSD-3-Clause 51 209 29 8 Updated Oct 26, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 53 560 7 1 Updated Oct 26, 2020

• hydra-torch

  Configuration classes enabling type-safe PyTorch configuration for Hydra apps
  Python MIT 1 8 9 2 Updated Oct 26, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 249 1,111 107 (12 issues need help) 45 Updated Oct 27, 2020

• opacus

  Training PyTorch models with differential privacy

  differential-privacy privacy-preserving-machine-learning dp-sgd
  Python Apache-2.0 77 614 3 4 Updated Oct 26, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python BSD-3-Clause 12 90 39 5 Updated Oct 26, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 125 975 13 5 Updated Oct 26, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 570 2,519 193 (14 issues need help) 55 Updated Oct 26, 2020

• pytorch-integration-testing

  Testing downstream libraries using pytorch release candidates
  Makefile MIT 3 2 0 1 Updated Oct 26, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,475 9,978 437 (83 issues need help) 46 Updated Oct 26, 2020

• ios-demo-app

  PyTorch iOS examples
  Swift 44 132 8 1 Updated Oct 26, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 132 104 37 24 Updated Oct 26, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 21 99 4 3 Updated Oct 26, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 95 134 14 18 Updated Oct 26, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 3 26 11 (4 issues need help) 3 Updated Oct 26, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 160 1,735 31 5 Updated Oct 26, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 155 519 8 11 Updated Oct 24, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 149 1,075 53 2 Updated Oct 23, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 161 650 15 48 Updated Oct 23, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 44 33 2 14 Updated Oct 21, 2020

• extension-cpp

  C++ extensions in PyTorch
  Python 104 596 25 3 Updated Oct 21, 2020