pytorch

Repositories

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 276 1,219 107 (13 issues need help) 48 Updated Feb 7, 2021

• pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  python machine-learning deep-learning neural-network gpu numpy autograd
  C++ 12,225 46,043 5,000+ (22 issues need help) 2,296 Updated Feb 7, 2021

• benchmark
  Python BSD-3-Clause 60 233 39 18 Updated Feb 7, 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 427 3,243 74 (23 issues need help) 26 Updated Feb 6, 2021

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 600 2,638 213 (15 issues need help) 63 Updated Feb 6, 2021

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Python BSD-3-Clause 4,306 8,317 333 (61 issues need help) 122 Updated Feb 6, 2021

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,826 11,173 597 (93 issues need help) 46 Updated Feb 6, 2021

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 215 2,122 41 (1 issue needs help) 7 Updated Feb 6, 2021

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 6 40 15 (6 issues need help) 6 Updated Feb 6, 2021

• xla

  Enabling PyTorch on Google TPU
  C++ 173 1,194 58 5 Updated Feb 6, 2021

• cppdocs

  PyTorch C++ API Documentation
  HTML 21 109 5 3 Updated Feb 6, 2021

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 143 117 41 7 Updated Feb 6, 2021

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 107 155 16 22 Updated Feb 6, 2021

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 170 577 8 22 Updated Feb 6, 2021

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 508 2,379 248 (2 issues need help) 54 Updated Feb 6, 2021

• botorch

  Bayesian optimization in PyTorch
  Python MIT 181 1,831 37 10 Updated Feb 6, 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 95 731 7 (3 issues need help) 6 Updated Feb 6, 2021

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 7,211 15,418 229 74 Updated Feb 6, 2021

• kineto

  A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
  HTML 10 28 2 4 Updated Feb 5, 2021

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,556 4,690 239 198 Updated Feb 5, 2021

• rfcs

  PyTorch RFCs (experimental)
  8 24 0 8 Updated Feb 5, 2021

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 61 602 6 0 Updated Feb 5, 2021

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 24 98 25 12 Updated Feb 5, 2021

• ossci-job-dsl

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

• ios-demo-app

  PyTorch iOS examples
  Swift 52 153 10 1 Updated Feb 2, 2021

• workshops

  This is a repository for all workshop related materials.
  Jupyter Notebook 28 57 1 0 Updated Jan 31, 2021

• serve

  Model Serving on PyTorch
  Java Apache-2.0 236 1,560 89 (2 issues need help) 45 Updated Jan 29, 2021

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 47 37 4 13 Updated Jan 30, 2021

• android-demo-app

  PyTorch android examples of usage in applications
  Java 138 288 28 9 Updated Jan 28, 2021

• hub

  Submission to https://pytorch.org/hub/
  Python 133 1,005 14 1 Updated Jan 28, 2021