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The Top 23 Pytorch Lightning Open Source Projects

Open source projects categorized as Pytorch Lightning
Categories > Pytorch Lightning
So Vits Svc Fork ⭐ 8,080
so-vits-svc fork with realtime support, improved interface and more features.
total releases 146most recent commit 2 months ago
Dreambooth Stable Diffusion ⭐ 7,184
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
most recent commit a year ago
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34most recent commit 3 months agopypi pytorch-forecasting} Downloads
Lightning Hydra Template ⭐ 3,322
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
most recent commit 3 months ago
Nerf_pl ⭐ 2,291
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
most recent commit 9 months ago
Uvadlc_notebooks ⭐ 1,860
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
most recent commit 3 months ago
Labml ⭐ 1,771
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
dependent packages 6total releases 144most recent commit 3 months agopypi labml} Downloads
Lightning Flash ⭐ 1,729
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
dependent packages 3total releases 40most recent commit 6 months agopypi lightning-flash} Downloads
Solo Learn ⭐ 1,318
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
total releases 1most recent commit 3 months ago
Traingenerator ⭐ 1,184
🧙 A web app to generate template code for machine learning
most recent commit 2 years ago
Pytorch_tabular ⭐ 1,138
A standard framework for modelling Deep Learning Models for tabular data
dependent packages 2total releases 11most recent commit 3 months agopypi pytorch-tabular} Downloads
Ngp_pl ⭐ 939
Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)
most recent commit 10 months ago
Pointnet2_pytorch ⭐ 920
PyTorch implementation of Pointnet2/Pointnet++
most recent commit 3 years ago
Pytorch Lightning Template ⭐ 878
An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well. No need to rewrite your config in hydra.
most recent commit 8 months ago
Icevision ⭐ 823
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
dependent packages 6total releases 41most recent commit 10 months agopypi icevision} Downloads
Detoxify ⭐ 774
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].
dependent packages 10total releases 11most recent commit 4 months agopypi detoxify} Downloads
Open Metric Learning ⭐ 699
Library for metric learning pipelines and models.
total releases 52most recent commit 4 months ago
Lightning Transformers ⭐ 606
Flexible components pairing 🤗 Transformers with ⚡ Pytorch Lightning
total releases 11most recent commit a year ago
Nn Template ⭐ 589
Generic template to bootstrap your PyTorch project.
most recent commit 6 months ago
Quaterion ⭐ 580
Blazing fast framework for fine-tuning similarity learning models
total releases 32most recent commit 4 months ago
Norse ⭐ 580
Deep learning with spiking neural networks (SNNs) in PyTorch.
total releases 11most recent commit 3 months ago
Emoca ⭐ 554
Official repository accompanying a CVPR 2022 paper EMOCA: Emotion Driven Monocular Face Capture And Animation. EMOCA takes a single image of a face as input and produces a 3D reconstruction. EMOCA sets the new standard on reconstructing highly emotional images in-the-wild
most recent commit 4 months ago
Torchmd ⭐ 465
End-To-End Molecular Dynamics (MD) Engine using PyTorch
dependent packages 1total releases 5most recent commit 3 months agopypi torchmd} Downloads
The 10 Most Depended On Pytorch Lightning Open Source Projects
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34latest release July 26, 2020most recent commit 3 months agopypi pytorch-forecasting} Downloads
Labml ⭐ 1,771
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
dependent packages 6total releases 144latest release September 10, 2023most recent commit 3 months agopypi labml} Downloads
Icevision ⭐ 823
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
dependent packages 6total releases 41latest release February 10, 2022most recent commit 10 months agopypi icevision} Downloads
Hydra Zen ⭐ 252
Create powerful Hydra applications without the yaml files and boilerplate code.
dependent packages 5total releases 62latest release December 07, 2023most recent commit 3 months agopypi hydra-zen} Downloads
Pytorch_tabular ⭐ 1,138
A standard framework for modelling Deep Learning Models for tabular data
dependent packages 2total releases 11latest release September 01, 2021most recent commit 3 months agopypi pytorch-tabular} Downloads
Skillful_nowcasting ⭐ 171
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
dependent packages 1total releases 13latest release January 06, 2022most recent commit 5 months agopypi skillful-nowcasting} Downloads
Code2seq ⭐ 54
PyTorch's implementation of the code2seq model.
dependent packages 1total releases 11latest release November 15, 2021most recent commit 2 years agopypi code2seq} Downloads
Fastface ⭐ 78
Light Face Detection using PyTorch Lightning
dependent packages 1total releases 6latest release August 15, 2023most recent commit 8 months agopypi fastface} Downloads
The 10 Latest Releases In Pytorch Lightning Open Source Projects
Hydra Zen ⭐ 252
Create powerful Hydra applications without the yaml files and boilerplate code.
dependent packages 5total releases 62latest release December 07, 2023most recent commit 3 months agopypi hydra-zen} Downloads
Rl4co ⭐ 183
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
total releases 17latest release December 07, 2023most recent commit 3 months ago
Lightning Pose ⭐ 202
Accelerated pose estimation and tracking using semi-supervised convolutional networks.
total releases 6latest release November 30, 2023most recent commit 4 months ago
So Vits Svc Fork ⭐ 8,080
so-vits-svc fork with realtime support, improved interface and more features.
total releases 146latest release November 21, 2023most recent commit 2 months ago
Rul Adapt ⭐ 17
A collection of unsupervised domain adaption algorithms for RUL estimation.
total releases 7latest release November 17, 2023most recent commit 3 months ago
S Tsfe Dl ⭐ 44
Time Series Feature Extraction using Deep Learning
total releases 11latest release November 08, 2023most recent commit 5 months ago
Denoisers ⭐ 15
Simple PyTorch Denoisers for Audio and Spectrograms
total releases 5latest release November 03, 2023most recent commit 5 months ago
Open Metric Learning ⭐ 699
Library for metric learning pipelines and models.
total releases 52latest release October 29, 2023most recent commit 4 months ago
Dl_hpc_starter_pack ⭐ 7
pip install the deep learning & HPC starter pack to begin your project.
total releases 13latest release September 27, 2023most recent commit 3 months ago
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