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++ 10,903 41,541 4,985 (43 issues need help) 1,858 Updated Sep 4, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 555 2,452 181 (14 issues need help) 40 Updated Sep 4, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 2 14 10 (4 issues need help) 4 Updated Sep 4, 2020

• benchmark
  Python BSD-3-Clause 48 199 10 5 Updated Sep 4, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 11 62 14 6 Updated Sep 4, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,231 8,822 365 (75 issues need help) 47 Updated Sep 4, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,680 7,177 293 (73 issues need help) 125 Updated Sep 4, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 227 1,066 96 (12 issues need help) 38 Updated Sep 4, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,212 4,185 196 164 Updated Sep 4, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 144 1,195 82 (1 issue needs help) 39 Updated Sep 4, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 127 102 36 21 Updated Sep 4, 2020

• cppdocs

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

• botorch

  Bayesian optimization in PyTorch
  Python MIT 150 1,693 26 4 Updated Sep 4, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 470 2,245 235 (1 issue needs help) 22 Updated Sep 4, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 154 497 8 10 Updated Sep 4, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 48 546 6 2 Updated Sep 4, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 117 963 12 4 Updated Sep 3, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python 9 79 39 3 Updated Sep 3, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 91 131 11 13 Updated Sep 4, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 138 998 51 2 Updated Sep 3, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 159 1,703 23 (1 issue needs help) 7 Updated Sep 4, 2020

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 32 7 0 2 Updated Sep 3, 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 367 3,014 65 (25 issues need help) 23 Updated Sep 3, 2020

• opacus

  Training PyTorch models with differential privacy

  differential-privacy privacy-preserving-machine-learning dp-sgd
  Python Apache-2.0 55 425 4 3 Updated Sep 2, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,576 14,021 208 63 Updated Sep 2, 2020

• rfcs

  PyTorch RFCs (experimental)
  4 11 0 2 Updated Aug 31, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 39 35 2 12 Updated Aug 21, 2020

• workshops

  This is a repository for all workshop related materials.
  Java 14 21 0 0 Updated Aug 19, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 158 642 15 48 Updated Aug 17, 2020

• ios-demo-app

  PyTorch iOS examples
  Swift 41 123 7 0 Updated Aug 3, 2020