Popular GitHub Repositories for Lightning

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.

Distributed Reinforcement Learning accelerated by Lightning Fabric

Network-to-Network Translation with Conditional Invertible Neural Networks

Pytorch implementation of "Genie: Generative Interactive Environments", Bruce et al. (2024).

[GCPR 2023 | CVPR 2023 Workshop] Self-Supervised Representation Learning on Point Clouds

The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends

:dart: Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments

Simple tools to mix and match PyTorch and Jax - Get the best of both worlds!

End-to-end training of Retrieval-Augmented LMs (REALM, RAG)

Music Modeling Kit

PyTorch Lightning template for rapid, scalable and reproducible ML experimentation with best practices.

ChatBot App built using LangChain and Lightning AI

Google collab for testing SoftVC VITS Singing Voice Conversion for AI capable of changing the singer within music files.

Reimplementation of the PLS-Net architecture used for lung lobe segmentation in CT

Pytorch & Lightning based framework for research and ml-pipeline automation.

Demo space for generating, Desktop / Mobile Wallpapers. 16:9 / 9:16 #Dream Wallpaper by Stable Wallpaper [ stable diffusion xl ]

4th Place solution for SenNet + HOA - Hacking the Human Vasculature in 3D competition

TorcHood is a user-friendly wrapper for PyTorch & PyTorch lightning that makes neural network training effortless. It provides features such as LR finder, grad cam, and training history. It also supports sample models and datasets for rapid prototyping.

An efficient framework for establishing baselines in standard and adversarial machine learning training projects