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++ 11,670 44,215 5,000+ (25 issues need help) 2,173 Updated Nov 26, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,927 14,728 214 66 Updated Nov 26, 2020

• nestedtensor

  [Prototype] Tools for the concurrent manipulation of variably sized Tensors.
  Python BSD-3-Clause 13 97 41 5 Updated Nov 26, 2020

• serve

  Model Serving on PyTorch
  Java Apache-2.0 197 1,382 94 (1 issue needs help) 32 Updated Nov 26, 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 3,153 78 (26 issues need help) 27 Updated Nov 25, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 183 1,919 36 (1 issue needs help) 11 Updated Nov 25, 2020

• kineto

  A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
  C++ BSD-3-Clause 1 7 0 5 Updated Nov 25, 2020

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 493 2,318 240 (2 issues need help) 48 Updated Nov 25, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 257 1,134 107 (13 issues need help) 47 Updated Nov 25, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 579 2,558 199 (15 issues need help) 57 Updated Nov 25, 2020

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 5 32 14 (4 issues need help) 6 Updated Nov 25, 2020

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Python BSD-3-Clause 4,021 7,786 324 (66 issues need help) 134 Updated Nov 25, 2020

• cppdocs

  PyTorch C++ API Documentation
  HTML 20 105 4 3 Updated Nov 25, 2020

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 134 107 37 6 Updated Nov 25, 2020

• opacus

  Training PyTorch models with differential privacy

  differential-privacy privacy-preserving-machine-learning dp-sgd
  Python Apache-2.0 84 654 5 4 Updated Nov 25, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 170 1,762 31 12 Updated Nov 25, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,624 10,446 484 (88 issues need help) 45 Updated Nov 24, 2020

• xla

  Enabling PyTorch on Google TPU
  C++ 156 1,113 61 2 Updated Nov 24, 2020

• tutorials

  PyTorch tutorials.
  Jupyter Notebook BSD-3-Clause 2,431 4,437 215 182 Updated Nov 23, 2020

• pytorch_sphinx_theme

  PyTorch Sphinx Theme
  CSS MIT 44 36 2 15 Updated Nov 23, 2020

• benchmark
  Python BSD-3-Clause 54 217 35 9 Updated Nov 23, 2020

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 16 80 23 5 Updated Nov 22, 2020

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 103 142 15 22 Updated Nov 22, 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 138 446 6 7 Updated Nov 21, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 128 979 12 3 Updated Nov 21, 2020

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 158 536 10 9 Updated Nov 19, 2020

• hydra-torch

  Configuration classes enabling type-safe PyTorch configuration for Hydra apps
  Python MIT 2 27 9 3 Updated Nov 19, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 163 654 10 17 Updated Nov 16, 2020

• workshops

  This is a repository for all workshop related materials.
  Jupyter Notebook 23 50 1 0 Updated Nov 14, 2020

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 33 7 0 2 Updated Nov 14, 2020