pytorch-lightning

so-vits-svc fork with realtime support, improved interface and more features.

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

Time series forecasting with PyTorch

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

PyTorch implementation of Pointnet2/Pointnet++

A unified framework for Deep Learning Models on tabular data

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

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 contact@unitary.ai.

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

Metric learning and retrieval pipelines, models and zoo.

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

A minimalist SOTA LaTeX OCR model with only 20M parameters, running in browser. Full training pipeline available for self-reproduction. | 超轻量SOTA LaTeX公式识别模型，仅20M参数量，可在浏览器中运行。训练全流程代码开源，以便自学复现。

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

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

Deep learning with spiking neural networks (SNNs) in PyTorch.

Physics-Informed Neural networks for Advanced modeling

End-To-End Molecular Dynamics (MD) Engine using PyTorch

Blazing fast framework for fine-tuning similarity learning models

✨ 首个CJK（中日韩）字体识别以及样式提取模型 YuzuMarker的字体识别模型与实现 / First-ever CJK (Chinese Japanese Korean) Font Recognition and Style Extractor, side project of YuzuMarker

PyTorch Lightning Optical Flow models, scripts, and pretrained weights.

A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training