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++ 11,538 43,863 5,000+ (24 issues need help) 2,091 Updated Nov 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 closember
  Python BSD-3-Clause 411 3,135 80 (26 issues need help) 24 Updated Nov 14, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 253 1,126 107 (13 issues need help) 42 Updated Nov 14, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,966 7,687 315 (67 issues need help) 132 Updated Nov 14, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 575 2,546 200 (15 issues need help) 61 Updated Nov 14, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 5 31 13 (4 issues need help) 4 Updated Nov 14, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,559 10,286 466 (85 issues need help) 48 Updated Nov 14, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 21 104 4 3 Updated Nov 14, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 133 107 36 7 Updated Nov 14, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 166 1,753 32 9 Updated Nov 14, 2020

• opacus

  Training PyTorch models with differential privacy

  differential-privacy privacy-preserving-machine-learning dp-sgd
  Python Apache-2.0 82 647 5 4 Updated Nov 13, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 494 2,310 241 (2 issues need help) 48 Updated Nov 14, 2020

• nestedtensor

  [Prototype] Tools for the concurrent manipulation of variably sized Tensors.
  Python BSD-3-Clause 12 94 40 6 Updated Nov 14, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 180 1,885 37 (1 issue needs help) 8 Updated Nov 13, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,405 4,392 212 174 Updated Nov 13, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 191 1,348 96 (1 issue needs help) 44 Updated Nov 13, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 154 1,095 58 4 Updated Nov 13, 2020

• kineto

  A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
  C++ BSD-3-Clause 0 4 0 3 Updated Nov 13, 2020

• hydra-torch

  Configuration classes enabling type-safe PyTorch configuration for Hydra apps
  Python MIT 1 24 8 3 Updated Nov 13, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 157 533 10 10 Updated Nov 13, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 13 77 20 5 Updated Nov 13, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 100 140 16 21 Updated Nov 14, 2020

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 33 7 0 2 Updated Nov 13, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 54 567 5 1 Updated Nov 13, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,849 14,615 213 63 Updated Nov 13, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 127 979 12 3 Updated Nov 12, 2020

• android-demo-app

  PyTorch android examples of usage in applications
  Java 115 256 29 7 Updated Nov 11, 2020

• ios-demo-app

  PyTorch iOS examples
  Swift 45 134 9 0 Updated Nov 11, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 163 655 10 17 Updated Nov 11, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 45 34 2 14 Updated Nov 9, 2020