pytorch

Repositories

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 157 1,678 23 (1 issue needs help) 8 Updated Aug 25, 2020

• pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  python machine-learning deep-learning neural-network gpu numpy autograd
  C++ 10,821 41,309 4,931 (44 issues need help) 1,784 Updated Aug 25, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 115 957 12 3 Updated Aug 25, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 123 102 36 21 Updated Aug 25, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 136 984 53 5 Updated Aug 25, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 87 127 10 13 Updated Aug 25, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 153 497 7 12 Updated Aug 25, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 139 1,163 82 (1 issue needs help) 34 Updated Aug 25, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 465 2,238 234 (1 issue needs help) 17 Updated Aug 25, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,192 4,155 195 165 Updated Aug 25, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,644 7,097 289 (72 issues need help) 126 Updated Aug 25, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,204 8,743 351 (75 issues need help) 44 Updated Aug 25, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python 8 78 39 2 Updated Aug 25, 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 362 2,992 59 (23 issues need help) 23 Updated Aug 25, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 0 5 9 3 Updated Aug 25, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 227 1,054 92 (12 issues need help) 34 Updated Aug 25, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 553 2,437 181 (14 issues need help) 39 Updated Aug 25, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 18 92 4 3 Updated Aug 25, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 150 1,679 25 4 Updated Aug 25, 2020

• rfcs

  PyTorch RFCs (experimental)
  2 11 1 5 Updated Aug 21, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 47 543 6 2 Updated Aug 22, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 37 34 2 12 Updated Aug 21, 2020

• workshops

  This is a repository for all workshop related materials.
  Java 12 17 0 0 Updated Aug 19, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,513 13,955 207 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 61 15 5 Updated Aug 12, 2020

• ios-demo-app

  PyTorch iOS examples
  Swift 40 118 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

• 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 129 420 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