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++ 10,693 40,914 4,797 (49 issues need help) 1,699 Updated Aug 11, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 549 2,410 175 (14 issues need help) 35 Updated Aug 11, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,165 4,125 192 155 Updated Aug 11, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 122 101 34 25 Updated Aug 11, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 226 1,045 92 (13 issues need help) 32 Updated Aug 11, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 457 2,219 232 (1 issue needs help) 15 Updated Aug 11, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,591 7,008 282 (72 issues need help) 121 Updated Aug 11, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 132 1,121 74 (1 issue needs help) 25 Updated Aug 11, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,167 8,641 342 (73 issues need help) 48 Updated Aug 11, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 152 494 7 7 Updated Aug 11, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 18 93 4 3 Updated Aug 11, 2020

• rfcs

  PyTorch RFCs (experimental)
  2 11 1 5 Updated Aug 11, 2020

• workshops

  This is a repository for all workshop related materials.
  8 11 0 2 Updated Aug 11, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python 7 77 39 2 Updated Aug 11, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 153 1,642 22 (1 issue needs help) 4 Updated Aug 11, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 87 126 10 13 Updated Aug 10, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 107 954 11 3 Updated Aug 11, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 133 960 47 4 Updated Aug 10, 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 358 2,973 53 (18 issues need help) 23 Updated Aug 10, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 147 1,667 26 6 Updated Aug 9, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,462 13,856 204 63 Updated Aug 8, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 10 57 14 4 Updated Aug 8, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 154 640 15 48 Updated Aug 5, 2020

• ios-demo-app

  PyTorch iOS examples
  Swift 40 113 7 0 Updated Aug 4, 2020

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 30 7 0 2 Updated Aug 3, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 36 33 2 11 Updated Jul 30, 2020

• cpuinfo

  CPU INFOrmation library (x86/x86-64/ARM/ARM64, Linux/Windows/Android/macOS/iOS)

  cpu cpuid cpu-cache cpu-model instruction-set cpu-topology
  Objective-C BSD-2-Clause 128 415 5 6 Updated Jul 30, 2020

• pytorch-integration-testing

  Testing downstream libraries using pytorch release candidates
  Dockerfile MIT 1 2 0 0 Updated Jul 25, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 44 536 5 2 Updated Jul 22, 2020

• dr-ci

  Diagnose and remediate CI jobs
  Haskell MIT 0 2 2 0 Updated Jul 21, 2020