pytorch

Repositories

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,673 7,148 294 (74 issues need help) 124 Updated Sep 2, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,223 8,800 366 (75 issues need help) 45 Updated Sep 2, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 11 61 15 6 Updated Sep 2, 2020

• pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  python machine-learning deep-learning neural-network gpu numpy autograd
  C++ 10,892 41,496 4,973 (43 issues need help) 1,852 Updated Sep 2, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 20 95 4 3 Updated Sep 2, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 126 102 36 21 Updated Sep 2, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 143 1,187 82 (1 issue needs help) 38 Updated Sep 2, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 470 2,244 235 (1 issue needs help) 22 Updated Sep 2, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 90 130 11 15 Updated Sep 2, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 116 962 13 4 Updated Sep 2, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 138 994 51 5 Updated Sep 2, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,208 4,176 197 163 Updated Sep 2, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 154 496 7 12 Updated Sep 2, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 555 2,452 179 (14 issues need help) 40 Updated Sep 2, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 48 546 6 2 Updated Sep 1, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,559 14,000 208 63 Updated Sep 2, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 160 1,698 23 (1 issue needs help) 8 Updated Sep 2, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python 9 79 39 4 Updated Sep 1, 2020

• opacus

  Training PyTorch models with differential privacy
  Python Apache-2.0 54 369 4 4 Updated Sep 1, 2020

• benchmark
  Python BSD-3-Clause 46 199 6 4 Updated Sep 2, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 227 1,062 95 (12 issues need help) 39 Updated Sep 1, 2020

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 31 7 0 2 Updated Sep 1, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 2 13 10 (4 issues need help) 4 Updated Sep 1, 2020

• rfcs

  PyTorch RFCs (experimental)
  4 11 0 2 Updated Aug 31, 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 366 3,008 63 (25 issues need help) 23 Updated Aug 31, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 151 1,689 27 4 Updated Aug 30, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 38 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 41 121 7 0 Updated Aug 3, 2020