pytorch

Repositories

• botorch

  Bayesian optimization in PyTorch
  Python MIT 213 2,004 42 5 Updated Jul 21, 2021

• pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  python machine-learning deep-learning neural-network gpu numpy autograd
  C++ 13,437 49,614 5,000+ (22 issues need help) 2,810 Updated Jul 21, 2021

• kineto

  A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
  HTML 37 122 26 5 Updated Jul 21, 2021

• cppdocs

  PyTorch C++ API Documentation
  HTML 28 115 6 3 Updated Jul 21, 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 479 3,613 99 (33 issues need help) 28 Updated Jul 21, 2021

• pytorch-ci-hud

  Better front page for ci.pytorch.org than Jenkins provides
  JavaScript MIT 20 6 2 1 Updated Jul 21, 2021

• pytorch.github.io

  The website for PyTorch
  Jupyter Notebook BSD-3-Clause 167 130 63 7 Updated Jul 21, 2021

• glow

  Compiler for Neural Network hardware accelerators
  C++ Apache-2.0 563 2,544 260 (2 issues need help) 20 Updated Jul 21, 2021

• vision

  Datasets, Transforms and Models specific to Computer Vision

  machine-learning computer-vision
  Python BSD-3-Clause 4,894 9,470 363 (52 issues need help) 129 Updated Jul 21, 2021

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 3,388 13,350 865 (102 issues need help) 22 Updated Jul 21, 2021

• builder

  Continuous builder and binary build scripts for pytorch
  Shell BSD-2-Clause 133 176 23 22 Updated Jul 21, 2021

• xla

  Enabling PyTorch on Google TPU
  C++ 210 1,375 64 11 Updated Jul 21, 2021

• tutorials

  PyTorch tutorials.
  Python BSD-3-Clause 2,900 5,245 158 52 Updated Jul 21, 2021

• FBGEMM

  FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
  C++ 198 664 10 18 Updated Jul 21, 2021

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 338 1,371 109 (12 issues need help) 40 Updated Jul 21, 2021

• ort

  Accelerate PyTorch models with ONNX Runtime
  Python MIT 16 103 5 2 Updated Jul 21, 2021

• opacus

  Training PyTorch models with differential privacy

  machine-learning deep-learning neural-network differential-privacy privacy-preserving-machine-learning
  Python Apache-2.0 131 851 13 (3 issues need help) 2 Updated Jul 20, 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 6 5 1 1 Updated Jul 20, 2021

• tensorpipe

  A tensor-aware point-to-point communication primitive for machine learning
  C++ 40 134 27 15 Updated Jul 20, 2021

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 650 2,801 242 (15 issues need help) 78 Updated Jul 20, 2021

• nestedtensor

  [Prototype] Tools for the concurrent manipulation of variably sized Tensors.
  Jupyter Notebook BSD-3-Clause 18 153 39 3 Updated Jul 20, 2021

• csprng

  Cryptographically secure pseudorandom number generators for PyTorch
  Batchfile BSD-3-Clause 11 64 17 (6 issues need help) 7 Updated Jul 20, 2021

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 79 661 4 1 Updated Jul 20, 2021

• cpuinfo

  CPU INFOrmation library (x86/x86-64/ARM/ARM64, Linux/Windows/Android/macOS/iOS)

  cpu cpuid cpu-cache cpu-model instruction-set cpu-topology
  C BSD-2-Clause 163 536 10 9 Updated Jul 20, 2021

• android-demo-app

  PyTorch android examples of usage in applications
  Java 249 562 68 16 Updated Jul 19, 2021

• java-demo
  Jupyter Notebook 15 70 2 0 Updated Jul 19, 2021

• serve

  Model Serving on PyTorch
  Java Apache-2.0 342 1,963 96 (3 issues need help) 21 Updated Jul 16, 2021

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 265 2,498 53 (1 issue needs help) 10 Updated Jul 16, 2021

• torchx

  TorchX is a library containing standard DSLs for authoring and running PyTorch related components for an E2E production ML pipeline
  Python BSD-3-Clause 7 25 7 0 Updated Jul 16, 2021

• benchmark
  Python BSD-3-Clause 82 302 54 32 Updated Jul 14, 2021