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 1,516 12,924 249 (215 issues need help) 68 Updated Apr 11, 2021

• metrics

  Machine learning metrics for distributed, scalable PyTorch applications.

  python data-science machine-learning deep-learning metrics pytorch analyses
  Python Apache-2.0 30 246 32 (32 issues need help) 11 Updated Apr 10, 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-2.0 161 875 65 (46 issues need help) 16 Updated Apr 10, 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 43 607 39 (34 issues need help) 11 Updated Apr 9, 2021

• cifar5

  Forked from williamFalcon/cifar5
  Python Apache-2.0 1 1 0 0 Updated Apr 7, 2021

• simple-icons

  Forked from simple-icons/simple-icons

  SVG icons for popular brands
  JavaScript CC0-1.0 1,408 1 0 0 Updated Apr 6, 2021

• lightning_sphinx_theme

  Forked from pytorch/pytorch_sphinx_theme

  PyTorch Lightning Sphinx Theme
  CSS MIT 55 3 1 0 Updated Apr 2, 2021

• ODSC

  tutorial for converting PyTorch to Lightning
  Jupyter Notebook 1 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 6 1 0 0 Updated Mar 30, 2021

• torchmetrics-feedstock

  Forked from conda-forge/torchmetrics-feedstock

  A conda-smithy repository for torchmetrics.
  BSD-3-Clause 1 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 2,408 1 0 0 Updated Mar 15, 2021

• fairscale

  Forked from facebookresearch/fairscale

  PyTorch extensions for high performance and large scale training.
  Python 72 5 0 0 Updated Feb 17, 2021

• calculator

  Forked from actionsdemos/calculator

  A node.js demo application
  JavaScript MIT 3,802 1 0 0 Updated Jan 26, 2021

• deep-learning-project-template

  Pytorch Lightning code guideline for conferences
  Python Apache-2.0 130 572 6 3 Updated Dec 9, 2020

• 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 Oct 21, 2020

• lightning-Covid19

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

  pytorch medical-imaging classification xray covid-19
  Python MIT 17 50 10 (2 issues need help) 1 Updated Jun 26, 2020

• wheat

  Forked from Erlemar/wheat

  Wheat Detection challenge on Kaggle
  Python 7 35 0 0 Updated May 16, 2020

• neuraltexture

  Forked from henzler/neuraltexture

  Learning a Neural 3D Texture Space from 2D Exemplars [CVPR, 2020]
  Python MIT 14 10 0 0 Updated Mar 5, 2020

• Fast-AgingGAN

  Forked from harsha-sharechat-account/Fast-AgingGAN

  A small and light deep learning model to age human faces, runs at 30 fps on an iPhoneX, even faster on a computer.
  Python 4 8 0 0 Updated Mar 2, 2020

• attentive-neural-processes

  Forked from 3springs/attentive-neural-processes

  implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)
  Jupyter Notebook 14 24 0 0 Updated Mar 1, 2020

• lightning-text-classification

  Forked from ricardorei/lightning-text-classification

  Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.
  Python 25 8 0 0 Updated Mar 1, 2020

• emotion_transformer

  Forked from juliusberner/emotion_transformer

  Contextual Emotion Detection in Text (DoubleDistilBert Model)
  Jupyter Notebook Apache-2.0 5 16 0 0 Updated Feb 27, 2020

• speech-transformer-pytorch_lightning

  Forked from tongjinle123/speech-transformer-pytorch_lightning

  ASR project with pytorch-lightning
  Python 7 22 0 0 Updated Feb 26, 2020

• Siamese-Neural-Networks

  Forked from bhiziroglu/Siamese-Neural-Networks

  Implementation of the Siamese Neural Networks in PyTorch using MNIST dataset
  Python 9 17 0 0 Updated Feb 2, 2020