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++ 10,756 41,106 4,883 (46 issues need help) 1,764 Updated Aug 19, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 227 1,050 91 (13 issues need help) 36 Updated Aug 19, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,185 8,688 353 (75 issues need help) 47 Updated Aug 19, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 134 1,148 81 (1 issue needs help) 26 Updated Aug 19, 2020

• rfcs

  PyTorch RFCs (experimental)
  2 11 1 5 Updated Aug 19, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 153 495 7 7 Updated Aug 19, 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 363 2,981 56 (22 issues need help) 24 Updated Aug 19, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 111 954 12 4 Updated Aug 19, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 135 969 53 7 Updated Aug 19, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 156 1,662 25 (1 issue needs help) 8 Updated Aug 19, 2020

• workshops

  This is a repository for all workshop related materials.
  Java 9 12 0 0 Updated Aug 19, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 121 101 35 20 Updated Aug 20, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 461 2,230 233 (1 issue needs help) 12 Updated Aug 20, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,629 7,067 283 (72 issues need help) 130 Updated Aug 19, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 550 2,419 181 (14 issues need help) 37 Updated Aug 19, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,178 4,145 194 159 Updated Aug 19, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 18 94 4 3 Updated Aug 19, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 149 1,676 24 5 Updated Aug 19, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 44 543 6 2 Updated Aug 19, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python 8 77 39 2 Updated Aug 19, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 87 126 10 13 Updated Aug 18, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,487 13,917 206 63 Updated Aug 18, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 156 640 15 48 Updated Aug 17, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 10 58 15 5 Updated Aug 13, 2020

• ios-demo-app

  PyTorch iOS examples
  Swift 40 113 7 0 Updated Aug 3, 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 38 34 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 128 418 5 7 Updated Jul 30, 2020

• pytorch-integration-testing

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

• dr-ci

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