pytorch

Repositories

• test-infra

  This repository hosts code that supports the testing infrastructure for the main PyTorch repo. For example, this repo hosts the logic to track disabled tests and slow tests, as well as our continuation integration jobs HUD/dashboard.
  Python 6 7 3 4 Updated Jul 30, 2021

• pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  python machine-learning deep-learning neural-network gpu numpy autograd
  C++ 13,491 49,808 5,000+ (22 issues need help) 2,863 Updated Jul 30, 2021

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Python BSD-3-Clause 4,937 9,524 369 (53 issues need help) 136 Updated Jul 30, 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
  Python BSD-3-Clause 478 3,624 101 (34 issues need help) 28 Updated Jul 30, 2021

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 565 2,554 262 (2 issues need help) 27 Updated Jul 30, 2021

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 653 2,811 245 (15 issues need help) 78 Updated Jul 30, 2021

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 342 1,379 104 (12 issues need help) 38 Updated Jul 30, 2021

• nestedtensor

  [Prototype] Tools for the concurrent manipulation of variably sized Tensors.
  Jupyter Notebook BSD-3-Clause 18 156 39 3 Updated Jul 30, 2021

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 11 64 18 (6 issues need help) 7 Updated Jul 30, 2021

• kineto

  A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
  HTML 40 127 26 7 Updated Jul 30, 2021

• botorch

  Bayesian optimization in PyTorch
  Python MIT 216 2,017 43 9 Updated Jul 30, 2021

• cppdocs

  PyTorch C++ API Documentation
  HTML 28 115 6 3 Updated Jul 30, 2021

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 169 130 64 8 Updated Jul 30, 2021

• ort

  Accelerate PyTorch models with ONNX Runtime
  Python MIT 18 122 5 3 Updated Jul 30, 2021

• xla

  Enabling PyTorch on Google TPU
  C++ 211 1,387 64 13 Updated Jul 30, 2021

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 3,421 13,419 880 (104 issues need help) 21 Updated Jul 30, 2021

• torchx

  TorchX is a library containing standard DSLs for authoring and running PyTorch related components for an E2E production ML pipeline
  Python BSD-3-Clause 9 32 8 5 Updated Jul 30, 2021

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 199 671 10 21 Updated Jul 29, 2021

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 267 2,508 54 (1 issue needs help) 11 Updated Jul 29, 2021

• serve

  Model Serving on PyTorch
  Java Apache-2.0 352 1,983 92 (3 issues need help) 21 Updated Jul 29, 2021

• pytorch-ci-hud

  Better front page for ci.pytorch.org than Jenkins provides
  JavaScript MIT 20 6 5 0 Updated Jul 29, 2021

• tutorials

  PyTorch tutorials.
  Python BSD-3-Clause 2,914 5,267 144 47 Updated Jul 29, 2021

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 80 663 4 2 Updated Jul 29, 2021

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 7,724 16,617 241 76 Updated Jul 28, 2021

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 135 177 23 22 Updated Jul 28, 2021

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 40 134 27 15 Updated Jul 28, 2021

• opacus

  Training PyTorch models with differential privacy

  machine-learning deep-learning neural-network differential-privacy privacy-preserving-machine-learning
  Python Apache-2.0 132 861 13 (3 issues need help) 4 Updated Jul 28, 2021

• java-demo
  Jupyter Notebook 15 71 2 0 Updated Jul 23, 2021

• hub

  Submission to https://pytorch.org/hub/
  Python 159 1,058 18 3 Updated Jul 22, 2021

• cpuinfo

  CPU INFOrmation library (x86/x86-64/ARM/ARM64, Linux/Windows/Android/macOS/iOS)

  cpu cpuid cpu-cache cpu-model instruction-set cpu-topology
  C BSD-2-Clause 165 542 10 9 Updated Jul 20, 2021