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++ 10,977 41,759 5,000+ (43 issues need help) 1,901 Updated Sep 13, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 473 2,250 237 (1 issue needs help) 31 Updated Sep 14, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 231 1,072 96 (12 issues need help) 41 Updated Sep 13, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,699 7,234 298 (73 issues need help) 134 Updated Sep 13, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 2 21 11 (4 issues need help) 4 Updated Sep 13, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 557 2,462 185 (14 issues need help) 41 Updated Sep 13, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 20 95 4 3 Updated Sep 13, 2020

• rfcs

  PyTorch RFCs (experimental)
  4 11 0 3 Updated Sep 13, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 127 101 36 19 Updated Sep 13, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 150 1,211 84 (1 issue needs help) 41 Updated Sep 13, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 153 1,702 26 5 Updated Sep 13, 2020

• benchmark
  Python BSD-3-Clause 48 207 18 12 Updated Sep 13, 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 371 3,028 70 (32 issues need help) 20 Updated Sep 13, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,229 4,219 196 164 Updated Sep 12, 2020

• opacus

  Training PyTorch models with differential privacy

  differential-privacy privacy-preserving-machine-learning dp-sgd
  Python Apache-2.0 65 545 4 4 Updated Sep 12, 2020

• labeler-github-action

  GitHub action for labeling issues and pull requests based on conditions
  TypeScript MIT 2 1 0 6 Updated Sep 12, 2020

• add-annotations-github-action

  A GitHub action to run clang-tidy and annotate failures
  JavaScript MIT 7 9 2 2 Updated Sep 12, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 118 963 12 4 Updated Sep 12, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 50 550 6 2 Updated Sep 12, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python BSD-3-Clause 11 79 39 3 Updated Sep 12, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 154 502 8 10 Updated Sep 11, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 91 132 11 13 Updated Sep 11, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 140 1,007 52 3 Updated Sep 11, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,262 8,885 368 (75 issues need help) 49 Updated Sep 11, 2020

• workshops

  This is a repository for all workshop related materials.
  Java 14 21 0 0 Updated Sep 10, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 12 62 16 10 Updated Sep 10, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 158 644 15 48 Updated Sep 9, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 161 1,725 26 (1 issue needs help) 6 Updated Sep 3, 2020

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 32 7 0 2 Updated Sep 3, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,597 14,085 209 63 Updated Sep 2, 2020