pytorch

Repositories

• serve

  Model Serving on PyTorch
  Java Apache-2.0 212 1,455 83 (1 issue needs help) 33 Updated Dec 22, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 500 2,339 243 (2 issues need help) 44 Updated Dec 22, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 589 2,595 210 (15 issues need help) 58 Updated Dec 22, 2020

• pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  python machine-learning deep-learning neural-network gpu numpy autograd
  C++ 11,895 44,936 5,000+ (21 issues need help) 2,202 Updated Dec 22, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 47 37 2 14 Updated Dec 22, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 171 1,786 31 10 Updated Dec 22, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,712 10,757 535 (90 issues need help) 45 Updated Dec 22, 2020

• opacus

  Training PyTorch models with differential privacy

  differential-privacy privacy-preserving-machine-learning dp-sgd
  Python Apache-2.0 89 685 4 (1 issue needs help) 3 Updated Dec 22, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 197 2,001 45 (1 issue needs help) 10 Updated Dec 22, 2020

• hydra-torch

  Configuration classes enabling type-safe PyTorch configuration for Hydra apps
  Python MIT 2 60 13 5 Updated Dec 22, 2020

• add-annotations-github-action

  A GitHub action to run clang-tidy and annotate failures
  JavaScript MIT 7 8 2 1 Updated Dec 22, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 269 1,164 110 (12 issues need help) 50 Updated Dec 22, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 137 108 38 9 Updated Dec 21, 2020

• benchmark
  Python BSD-3-Clause 55 225 34 10 Updated Dec 21, 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 metrics pytorch closember
  Python BSD-3-Clause 414 3,193 77 (27 issues need help) 23 Updated Dec 21, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 164 1,142 58 10 Updated Dec 21, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 130 992 13 3 Updated Dec 21, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,486 4,523 226 182 Updated Dec 21, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Python BSD-3-Clause 4,132 7,996 341 (65 issues need help) 120 Updated Dec 21, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 105 150 16 21 Updated Dec 21, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 6 36 13 (6 issues need help) 8 Updated Dec 21, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 20 108 5 3 Updated Dec 21, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 7,049 15,031 219 67 Updated Dec 21, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 57 582 5 0 Updated Dec 19, 2020

• nestedtensor

  [Prototype] Tools for the concurrent manipulation of variably sized Tensors.
  Jupyter Notebook BSD-3-Clause 14 101 41 6 Updated Dec 18, 2020

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 33 7 0 2 Updated Dec 18, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 21 84 23 6 Updated Dec 18, 2020

• kineto

  A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
  C++ BSD-3-Clause 4 14 1 3 Updated Dec 18, 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 145 455 6 7 Updated Dec 18, 2020

• java-demo
  Jupyter Notebook 9 56 3 2 Updated Dec 17, 2020