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++ 11,236 43,097 5,000+ (30 issues need help) 1,952 Updated Oct 14, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 245 1,097 106 (12 issues need help) 41 Updated Oct 14, 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 hacktoberfest
  Python BSD-3-Clause 401 3,088 73 (30 issues need help) 24 Updated Oct 14, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,816 7,435 307 (74 issues need help) 123 Updated Oct 14, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 177 1,287 94 (1 issue needs help) 45 Updated Oct 14, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 483 2,273 239 (1 issue needs help) 31 Updated Oct 14, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 167 1,808 27 (1 issue needs help) 7 Updated Oct 14, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 153 512 8 12 Updated Oct 14, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,305 4,299 199 166 Updated Oct 14, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 148 1,059 55 2 Updated Oct 13, 2020

• dr-ci

  Diagnose and remediate CI jobs
  Haskell MIT 1 2 2 1 Updated Oct 13, 2020

• hydra-torch

  Configuration classes enabling type-safe PyTorch configuration for Hydra apps
  Python MIT 0 2 7 0 Updated Oct 14, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 94 133 14 16 Updated Oct 13, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 157 1,731 28 6 Updated Oct 13, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,367 9,204 421 (80 issues need help) 47 Updated Oct 13, 2020

• rfcs

  PyTorch RFCs (experimental)
  4 11 0 4 Updated Oct 13, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 562 2,501 193 (14 issues need help) 53 Updated Oct 13, 2020

• benchmark
  Python BSD-3-Clause 51 209 27 6 Updated Oct 13, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 2 23 11 (4 issues need help) 3 Updated Oct 13, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 20 98 4 3 Updated Oct 13, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 132 104 36 21 Updated Oct 13, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 53 559 7 0 Updated Oct 13, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,704 14,316 209 63 Updated Oct 12, 2020

• opacus

  Training PyTorch models with differential privacy

  differential-privacy privacy-preserving-machine-learning dp-sgd
  Python Apache-2.0 73 593 3 3 Updated Oct 12, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 12 65 19 4 Updated Oct 13, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 122 973 12 4 Updated Oct 10, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 44 33 2 13 Updated Oct 8, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python BSD-3-Clause 11 88 41 3 Updated Oct 7, 2020

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 32 7 0 2 Updated Oct 7, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 159 646 15 48 Updated Oct 7, 2020