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++ 10,365 40,010 4,528 (17 issues need help) 1,573 Updated Jul 7, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 114 94 31 20 Updated Jul 7, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,057 8,379 277 (68 issues need help) 46 Updated Jul 7, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 205 1,000 81 (12 issues need help) 28 Updated Jul 7, 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 339 2,920 49 (20 issues need help) 23 Updated Jul 7, 2020

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 30 6 0 3 Updated Jul 7, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 439 2,176 224 (1 issue needs help) 16 Updated Jul 7, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 18 88 4 3 Updated Jul 7, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 110 998 76 (1 issue needs help) 34 Updated Jul 7, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 126 923 61 5 Updated Jul 7, 2020

• workshops

  This is a repository for all workshop related materials.
  5 5 0 3 Updated Jul 7, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,094 3,998 182 137 Updated Jul 7, 2020

• pytorch-integration-testing

  Testing downstream libraries using pytorch release candidates
  Dockerfile MIT 1 1 0 0 Updated Jul 7, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 138 1,640 20 6 Updated Jul 7, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,428 6,690 255 (69 issues need help) 113 Updated Jul 7, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 544 2,361 170 (14 issues need help) 37 Updated Jul 7, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 137 1,551 22 (1 issue needs help) 7 Updated Jul 7, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 83 116 9 13 Updated Jul 7, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 42 472 5 2 Updated Jul 7, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,312 13,473 200 59 Updated Jul 6, 2020

• rfcs

  PyTorch RFCs (experimental)
  2 10 1 5 Updated Jul 6, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 148 483 6 3 Updated Jul 3, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 8 37 13 6 Updated Jul 1, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 101 947 11 0 Updated Jul 1, 2020

• android-demo-app

  PyTorch android examples of usage in applications
  Java 87 204 19 5 Updated Jun 27, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 149 631 15 48 Updated Jun 23, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python 7 66 39 3 Updated Jun 18, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 35 32 2 9 Updated Jun 18, 2020

• dr-ci

  Diagnose and remediate CI jobs
  Haskell MIT 0 1 2 0 Updated Jun 16, 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 126 407 5 6 Updated Jun 12, 2020