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++ 10,408 40,108 4,548 (17 issues need help) 1,560 Updated Jul 12, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 115 99 29 22 Updated Jul 12, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 18 89 4 3 Updated Jul 12, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,453 6,731 259 (70 issues need help) 117 Updated Jul 12, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 205 1,010 81 (12 issues need help) 26 Updated Jul 12, 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 341 2,929 45 (18 issues need help) 23 Updated Jul 12, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 547 2,365 174 (14 issues need help) 35 Updated Jul 12, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 138 1,564 22 (1 issue needs help) 10 Updated Jul 12, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,069 8,420 282 (69 issues need help) 46 Updated Jul 12, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 127 929 61 6 Updated Jul 11, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 440 2,181 227 (1 issue needs help) 15 Updated Jul 11, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python 7 67 39 4 Updated Jul 11, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 115 1,011 79 (1 issue needs help) 42 Updated Jul 11, 2020

• workshops

  This is a repository for all workshop related materials.
  Jupyter Notebook 5 8 0 3 Updated Jul 10, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,103 4,017 182 139 Updated Jul 11, 2020

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 30 6 0 2 Updated Jul 10, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 8 37 14 7 Updated Jul 10, 2020

• rfcs

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

• pytorch-integration-testing

  Testing downstream libraries using pytorch release candidates
  Dockerfile MIT 1 2 0 1 Updated Jul 9, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 83 116 9 12 Updated Jul 9, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 139 1,643 20 5 Updated Jul 9, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,334 13,566 200 60 Updated Jul 8, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 42 473 5 2 Updated Jul 9, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 151 632 15 48 Updated Jul 8, 2020

• android-demo-app

  PyTorch android examples of usage in applications
  Java 88 208 20 5 Updated Jul 8, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 148 486 7 3 Updated Jul 3, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 101 946 11 0 Updated Jul 1, 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 2 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 125 409 5 6 Updated Jun 12, 2020