Pytorch Lightning

Repositories

• pytorch-lightning

  The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

  python data-science machine-learning ai deep-learning pytorch artificial-intelligence
  Python Apache-2.0 1,632 13,794 236 (205 issues need help) 75 Updated Jun 8, 2021

• lightning-flash

  Collection of tasks for fast prototyping, baselining, finetuning and solving problems with deep learning.

  nlp machine-learning computer-vision deep-learning tabular-data pytorch classification
  Python Apache-2.0 59 733 31 (25 issues need help) 12 Updated Jun 8, 2021

• lightning-tutorials

  Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.

  machine-learning deep-learning jupyter-notebook tutorials
  Python Apache-2.0 3 22 6 (6 issues need help) 4 Updated Jun 7, 2021

• metrics

  Machine learning metrics for distributed, scalable PyTorch applications.

  python data-science machine-learning deep-learning metrics pytorch analyses
  Python Apache-2.0 54 328 28 (26 issues need help) 9 Updated Jun 3, 2021

• lightning-bolts

  Toolbox of models, callbacks, and datasets for AI/ML researchers.

  machine-learning natural-language-processing ai image-processing pytorch gan supervised-learning
  Python Apache-2.0 178 980 62 (42 issues need help) 19 Updated Jun 3, 2021

• lightning-transformers

  Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.

  transformers pytorch hydra pytorch-lightning
  Python Apache-2.0 20 262 27 (18 issues need help) 1 Updated May 27, 2021

• lightning_sphinx_theme

  Forked from pytorch/pytorch_sphinx_theme

  PyTorch Lightning Sphinx Theme
  CSS MIT 61 4 1 0 Updated May 18, 2021

• awesome-python

  Forked from vinta/awesome-python

  A curated list of awesome Python frameworks, libraries, software and resources
  Python 19,221 2 0 0 Updated May 16, 2021

• simple-icons

  Forked from simple-icons/simple-icons

  SVG icons for popular brands
  JavaScript CC0-1.0 1,474 1 0 0 Updated May 14, 2021

• pytorch-lightning-feedstock

  Forked from conda-forge/pytorch-lightning-feedstock

  A conda-smithy repository for pytorch-lightning.
  BSD-3-Clause 3 1 0 0 Updated May 8, 2021

• ODSC

  tutorial for converting PyTorch to Lightning
  Jupyter Notebook 2 3 0 0 Updated Apr 1, 2021

• jsonargparse

  Forked from omni-us/jsonargparse

  Parsing of command line options, yaml/jsonnet config files and/or environment variables based on argparse
  Python MIT 7 1 0 0 Updated Mar 30, 2021

• torchmetrics-feedstock

  Forked from conda-forge/torchmetrics-feedstock

  A conda-smithy repository for torchmetrics.
  BSD-3-Clause 2 1 0 0 Updated Mar 16, 2021

• staged-recipes

  Forked from conda-forge/staged-recipes

  A place to submit conda recipes before they become fully fledged conda-forge feedstocks
  Python BSD-3-Clause 2,518 1 0 0 Updated Mar 15, 2021

• fairscale

  Forked from facebookresearch/fairscale

  PyTorch extensions for high performance and large scale training.
  Python 85 5 0 0 Updated Feb 17, 2021

• deep-learning-project-template

  Pytorch Lightning code guideline for conferences
  Python Apache-2.0 149 636 6 2 Updated Dec 8, 2020

• lightning-Covid19

  Classification for covid-19 chest X-ray images using Lightning

  pytorch medical-imaging classification xray covid-19
  Python MIT 18 53 10 (2 issues need help) 1 Updated Jun 26, 2020