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++ 12,358 46,457 5,000+ (18 issues need help) 2,373 Updated Feb 27, 2021

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Python BSD-3-Clause 4,354 8,453 322 (56 issues need help) 135 Updated Feb 27, 2021

• cppdocs

  PyTorch C++ API Documentation
  HTML 21 109 5 3 Updated Feb 27, 2021

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 142 118 42 4 Updated Feb 27, 2021

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 107 158 16 20 Updated Feb 27, 2021

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,606 4,750 241 187 Updated Feb 27, 2021

• serve

  Model Serving on PyTorch
  Java Apache-2.0 243 1,596 92 (2 issues need help) 52 Updated Feb 27, 2021

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 510 2,393 248 (2 issues need help) 77 Updated Feb 27, 2021

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 615 2,652 216 (15 issues need help) 66 Updated Feb 27, 2021

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,888 11,340 614 (96 issues need help) 49 Updated Feb 27, 2021

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 281 1,237 108 (13 issues need help) 42 Updated Feb 27, 2021

• xla

  Enabling PyTorch on Google TPU
  C++ 176 1,219 63 6 Updated Feb 27, 2021

• kineto

  A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
  HTML 13 31 6 6 Updated Feb 27, 2021

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 173 586 8 21 Updated Feb 27, 2021

• botorch

  Bayesian optimization in PyTorch
  Python MIT 185 1,845 29 9 Updated Feb 27, 2021

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 7 41 15 (6 issues need help) 7 Updated Feb 26, 2021

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 25 104 27 9 Updated Feb 26, 2021

• benchmark
  Python BSD-3-Clause 63 234 38 22 Updated Feb 26, 2021

• ignite

  High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

  python machine-learning deep-learning neural-network metrics pytorch closember
  Python BSD-3-Clause 439 3,283 78 (25 issues need help) 30 Updated Feb 26, 2021

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 220 2,169 40 (1 issue needs help) 7 Updated Feb 26, 2021

• opacus

  Training PyTorch models with differential privacy

  machine-learning deep-learning neural-network differential-privacy privacy-preserving-machine-learning
  Jupyter Notebook Apache-2.0 102 740 7 (1 issue needs help) 3 Updated Feb 25, 2021

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 50 37 4 4 Updated Feb 26, 2021

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 63 611 6 0 Updated Feb 24, 2021

• android-demo-app

  PyTorch android examples of usage in applications
  Java 143 301 29 10 Updated Feb 24, 2021

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 7,267 15,534 230 73 Updated Feb 23, 2021

• pytorch-integration-testing

  Testing downstream libraries using pytorch release candidates
  Makefile MIT 3 3 0 0 Updated Feb 22, 2021

• hub

  Submission to https://pytorch.org/hub/
  Python 137 1,009 14 2 Updated Feb 20, 2021

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 33 7 0 2 Updated Feb 17, 2021

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 172 679 10 16 Updated Feb 15, 2021

• ios-demo-app

  PyTorch iOS examples
  Swift 52 164 10 0 Updated Feb 11, 2021