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++ 13,101 48,725 5,000+ (23 issues need help) 2,744 Updated Jun 9, 2021

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Python BSD-3-Clause 4,745 9,218 346 (53 issues need help) 132 Updated Jun 9, 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 461 3,580 94 (28 issues need help) 28 Updated Jun 9, 2021

• kineto

  A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
  HTML 29 105 22 6 Updated Jun 9, 2021

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 163 127 60 4 Updated Jun 8, 2021

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 196 643 7 18 Updated Jun 9, 2021

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 554 2,481 257 (2 issues need help) 101 Updated Jun 9, 2021

• serve

  Model Serving on PyTorch
  Java Apache-2.0 312 1,874 99 (3 issues need help) 25 Updated Jun 9, 2021

• hub

  Submission to https://pytorch.org/hub/
  Python 158 1,041 16 2 Updated Jun 9, 2021

• 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 5 5 0 2 Updated Jun 8, 2021

• benchmark
  Python BSD-3-Clause 75 269 54 32 Updated Jun 8, 2021

• pytorch-ci-hud

  Better front page for ci.pytorch.org than Jenkins provides
  JavaScript MIT 19 4 0 0 Updated Jun 9, 2021

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 639 2,784 235 (15 issues need help) 77 Updated Jun 9, 2021

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 74 647 3 1 Updated Jun 9, 2021

• tutorials

  PyTorch tutorials.
  Python BSD-3-Clause 2,831 5,112 219 53 Updated Jun 9, 2021

• xla

  Enabling PyTorch on Google TPU
  C++ 199 1,339 105 11 Updated Jun 8, 2021

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 3,247 12,921 793 (100 issues need help) 70 Updated Jun 9, 2021

• pytorch-probot

  PyTorch GitHub bot written in probot
  TypeScript ISC 5 7 1 3 Updated Jun 8, 2021

• android-demo-app

  PyTorch android examples of usage in applications
  Java 208 454 54 16 Updated Jun 8, 2021

• ort

  Accelerate PyTorch models with ONNX Runtime
  Python MIT 8 15 1 3 Updated Jun 8, 2021

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 323 1,340 119 (11 issues need help) 34 Updated Jun 8, 2021

• nestedtensor

  [Prototype] Tools for the concurrent manipulation of variably sized Tensors.
  Jupyter Notebook BSD-3-Clause 18 137 38 3 Updated Jun 8, 2021

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 11 62 17 (6 issues need help) 7 Updated Jun 8, 2021

• cppdocs

  PyTorch C++ API Documentation
  HTML 28 116 6 3 Updated Jun 8, 2021

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 250 2,414 47 (1 issue needs help) 10 Updated Jun 7, 2021

• botorch

  Bayesian optimization in PyTorch
  Python MIT 205 1,953 39 10 Updated Jun 7, 2021

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 40 126 26 15 Updated Jun 5, 2021

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 125 169 21 18 Updated Jun 5, 2021

• ios-demo-app

  PyTorch iOS examples
  Swift 65 223 11 2 Updated Jun 4, 2021

• ossci-job-dsl

  Jenkins job definitions for OSSCI
  Groovy Apache-2.0 37 7 0 2 Updated Jun 3, 2021