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++ 10,338 39,945 4,522 (17 issues need help) 1,584 Updated Jul 4, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,086 3,990 181 135 Updated Jul 4, 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 338 2,912 50 (20 issues need help) 22 Updated Jul 4, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 205 996 78 (12 issues need help) 29 Updated Jul 4, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,412 6,670 257 (70 issues need help) 116 Updated Jul 4, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 543 2,353 170 (14 issues need help) 40 Updated Jul 4, 2020

• rfcs

  PyTorch RFCs (experimental)
  2 10 1 5 Updated Jul 4, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 138 1,638 20 7 Updated Jul 4, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 18 87 4 3 Updated Jul 4, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 113 94 30 20 Updated Jul 4, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 438 2,169 221 (1 issue needs help) 23 Updated Jul 4, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 126 917 58 4 Updated Jul 4, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 110 990 78 (1 issue needs help) 36 Updated Jul 3, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 137 1,542 21 (1 issue needs help) 6 Updated Jul 3, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 147 482 6 3 Updated Jul 3, 2020

• pytorch-integration-testing

  Testing downstream libraries using pytorch release candidates
  Makefile MIT 1 1 0 1 Updated Jul 3, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,293 13,414 199 59 Updated Jul 2, 2020

• tensorpipe

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

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 41 471 6 3 Updated Jul 2, 2020

• hub

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

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,044 8,344 276 (68 issues need help) 45 Updated Jun 30, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 83 116 9 12 Updated Jun 30, 2020

• android-demo-app

  PyTorch android examples of usage in applications
  Java 86 202 19 5 Updated Jun 26, 2020

• workshops

  This is a repository for all workshop related materials.
  4 5 0 2 Updated Jun 25, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 148 631 15 48 Updated Jun 23, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python 7 65 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

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 30 6 0 2 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 124 405 5 6 Updated Jun 12, 2020