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++ 10,875 41,441 4,980 (44 issues need help) 1,843 Updated Aug 31, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 1 8 10 (5 issues need help) 5 Updated Aug 31, 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 366 2,999 62 (25 issues need help) 23 Updated Aug 31, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 468 2,243 234 (1 issue needs help) 23 Updated Aug 31, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 140 1,183 81 (1 issue needs help) 35 Updated Aug 31, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 12 61 15 5 Updated Aug 31, 2020

• rfcs

  PyTorch RFCs (experimental)
  4 11 0 3 Updated Aug 31, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 227 1,060 95 (12 issues need help) 38 Updated Aug 31, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Jupyter Notebook BSD-3-Clause 3,666 7,137 295 (74 issues need help) 125 Updated Aug 31, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 554 2,448 180 (14 issues need help) 40 Updated Aug 31, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 20 95 4 3 Updated Aug 31, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 125 102 36 19 Updated Aug 31, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 154 496 7 9 Updated Aug 31, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 137 993 54 4 Updated Aug 31, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python 9 79 39 2 Updated Aug 31, 2020

• opacus

  Training PyTorch models with differential privacy
  Python Apache-2.0 37 197 5 2 Updated Aug 31, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 151 1,688 26 4 Updated Aug 30, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 48 546 6 3 Updated Aug 29, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,222 8,790 360 (74 issues need help) 44 Updated Aug 29, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,206 4,170 196 164 Updated Aug 29, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 116 962 12 6 Updated Aug 29, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 90 130 11 14 Updated Aug 29, 2020

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 31 7 0 3 Updated Aug 26, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 160 1,696 23 (1 issue needs help) 7 Updated Aug 27, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 38 35 2 12 Updated Aug 21, 2020

• workshops

  This is a repository for all workshop related materials.
  Java 14 20 0 0 Updated Aug 19, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,549 13,986 208 63 Updated Aug 18, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 158 642 15 48 Updated Aug 17, 2020

• ios-demo-app

  PyTorch iOS examples
  Swift 41 121 7 0 Updated Aug 4, 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 130 422 5 7 Updated Jul 30, 2020