pytorch

Repositories

• 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 hacktoberfest
  Python BSD-3-Clause 402 3,104 71 (28 issues need help) 22 Updated Oct 23, 2020

• elastic

  PyTorch elastic training
  Python BSD-3-Clause 53 559 7 0 Updated Oct 23, 2020

• fairseq

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

  python pytorch artificial-intelligence
  Python MIT 2,449 9,837 428 (81 issues need help) 43 Updated Oct 23, 2020

• translate

  Translate - a PyTorch Language Library

  machine-learning pytorch artificial-intelligence onnx
  Python BSD-3-Clause 161 648 15 48 Updated Oct 22, 2020

• captum

  Model interpretability and understanding for PyTorch

  interpretability feature-importance interpretable-ai interpretable-ml feature-attribution
  Python BSD-3-Clause 170 1,826 30 (1 issue needs help) 9 Updated Oct 23, 2020

• text

  Data loaders and abstractions for text and NLP

  nlp deep-learning pytorch dataset data-loader
  Python BSD-3-Clause 569 2,516 193 (14 issues need help) 56 Updated Oct 23, 2020

• audio

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

  audio python mp3 speech wav io
  Python BSD-2-Clause 249 1,105 104 (12 issues need help) 50 Updated Oct 23, 2020

• botorch

  Bayesian optimization in PyTorch
  Python MIT 158 1,733 30 4 Updated Oct 23, 2020

• benchmark
  Python BSD-3-Clause 51 208 29 7 Updated Oct 21, 2020

• extension-cpp

  C++ extensions in PyTorch
  Python 103 597 25 3 Updated Oct 21, 2020

• nestedtensor

  [EXPERIMENTAL] Tools for the concurrent manipulation of variably sized Tensors.
  Python BSD-3-Clause 12 89 40 4 Updated Oct 23, 2020

• opacus

  Training PyTorch models with differential privacy

  differential-privacy privacy-preserving-machine-learning dp-sgd
  Python Apache-2.0 77 609 2 4 Updated Oct 23, 2020

• hydra-torch

  Configuration classes enabling type-safe PyTorch configuration for Hydra apps
  Python MIT 1 7 7 2 Updated Oct 22, 2020

• examples

  A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
  Python BSD-3-Clause 6,740 14,389 211 63 Updated Oct 12, 2020

• hub

  Submission to https://pytorch.org/hub/
  Python 124 975 12 4 Updated Oct 10, 2020

• extension-script

  Example repository for custom C++/CUDA operators for TorchScript

  cpp cuda pytorch
  Python 10 79 4 2 Updated Apr 17, 2020

• contrib

  Implementations of ideas from recent papers
  Python 38 361 16 6 Updated Feb 3, 2020

• tnt

  Simple tools for logging and visualizing, loading and training

  python machine-learning reinforcement-learning deep-learning neural-network pytorch visdom
  Python BSD-3-Clause 177 1,235 24 (1 issue needs help) 6 Updated Jan 15, 2020

• extension-ffi

  Examples of C extensions for PyTorch
  Python 68 233 10 2 Updated Jan 15, 2020