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 1,423 12,289 244 (200 issues need help) 71 Updated Feb 28, 2021

• lightning-flash

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

  machine-learning deep-learning pytorch pytorch-lightning
  Python Apache-2.0 37 564 25 (19 issues need help) 11 Updated Feb 28, 2021

• pytorch-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-2.0 132 785 70 (45 issues need help) 19 Updated Feb 24, 2021

• fairscale

  Forked from facebookresearch/fairscale

  PyTorch extensions for high performance and large scale training.
  Python 64 5 0 0 Updated Feb 17, 2021

• calculator

  Forked from actionsdemos/calculator

  A node.js demo application
  JavaScript MIT 3,320 1 0 0 Updated Jan 26, 2021

• deep-learning-project-template

  Pytorch Lightning code guideline for conferences
  Python Apache-2.0 109 502 6 3 Updated Dec 9, 2020

• lightning_sphinx_theme

  Forked from pytorch/pytorch_sphinx_theme

  PyTorch Lightning Sphinx Theme
  CSS MIT 50 3 0 0 Updated Oct 30, 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 49 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 13 9 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 3 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 12 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 21 7 0 0 Updated Feb 29, 2020

• emotion_transformer

  Forked from juliusberner/emotion_transformer

  Contextual Emotion Detection in Text (DoubleDistilBert Model)
  Jupyter Notebook Apache-2.0 4 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 7 16 0 0 Updated Feb 1, 2020