Updated 9 months ago

matsciml • Rank 7.8 • Science 77%

Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lightning, the Deep Graph Library, and PyTorch Geometric.

Updated 9 months ago

torchfl • Rank 5.8 • Science 77%

A Python library for rapid prototyping, experimenting, and logging of federated learning using state-of-the-art models and datasets. Built using PyTorch and PyTorch Lightning.

Updated 9 months ago

finetuning-scheduler • Rank 13.8 • Science 59%

A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.

Updated 9 months ago

sslh • Rank 2.3 • Science 67%

Deep Semi-Supervised Learning with Holistic methods for audio classification.

Updated 9 months ago

dgmr • Rank 14.9 • Science 54%

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

Updated 9 months ago

perceiver-io • Rank 13.1 • Science 54%

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

Updated 9 months ago

detoxify • Rank 21.0 • Science 44%

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.

Updated 9 months ago

satellighte • Rank 9.9 • Science 54%

📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !

Updated 9 months ago

ffcv-pl • Rank 6.8 • Science 57%

[FFCV-PL] manage fast data loading with ffcv and pytorch lightning

Updated 9 months ago

light-side • Rank 7.6 • Science 54%

⚡️PyTorch Lightning Implementations of Recent Low-Light Image Enhancement !

Updated 9 months ago

ima-vae • Rank 4.2 • Science 54%

This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivalent to optimizing the IMA-regularized log-likelihood under certain assumptions (e.g., small decoder variance).

Updated 9 months ago

yuzumarker.fontdetection • Rank 6.2 • Science 41%

✨ 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

Updated 9 months ago

flair-2 • Rank 3.5 • Science 26%

Engage in a semantic segmentation challenge for land cover description using multimodal remote sensing earth observation data, delving into real-world scenarios with a dataset comprising 70,000+ aerial imagery patches and 50,000 Sentinel-2 satellite acquisitions.

Updated 9 months ago

https://github.com/chris-santiago/vime • Rank 1.1 • Science 10%

Reproducing the VIME framework for self- and semi-supervised learning to tabular domain.

Updated 9 months ago

https://github.com/cosmoquester/torch-lightning-template • Science 13%

This repository is template for my pytorch lightning project.

Updated 9 months ago

lcc • Science 67%

Fine-tuning classifier NNs with Latent Cluster Correction

Updated 9 months ago

rapidx • Science 44%

A toolbox that integrates with PyTorch-Lightning which helps in running and managing multiple codebases

Updated 9 months ago

n-mcmc • Science 67%

Autoregressive Neural Networks for accelerating Monte Carlo simulations with quantum data

Updated 9 months ago

2021-dialogue-summary-competition • Science 54%

[2021 훈민정음 한국어 음성•자연어 인공지능 경진대회] 대화요약 부문 알라꿍달라꿍 팀의 대화요약 학습 및 추론 코드를 공유하기 위한 레포입니다.

Updated 9 months ago

2D-VQ-AE-2 • Science 44%

2D Vector-Quantized Auto-Encoder for compression of Whole-Slide Images in Histopathology

Scientific Software
Updated 9 months ago

Lighter — Peer-reviewed • Science 93%

Lighter: Configuration-Driven Deep Learning - Published in JOSS (2025)

Updated 9 months ago

pytorch-lightning-template • Science 23%

Generic template to bootstrap your PyTorch project

Updated 9 months ago

crow-tools • Science 44%

Explore and decode the rich and mysterious world of crow communication using cutting-edge machine learning and audio analysis.

Updated 9 months ago

https://github.com/cbica/brainmage • Science 13%

Brain extraction in presence of abnormalities, using single and multiple MRI modalities

Updated 9 months ago

sgumlp • Science 67%

Pytorch implementation of the SGU-MLP Architecture (mostly) as described in the paper "Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping".

Updated 9 months ago

ts3l • Science 67%

A PyTorch Lightning-based library for self- and semi-supervised learning on tabular data.

Updated 9 months ago

ai-essayist • Science 44%

SKKU AI X Bookathon 4회 [쿠봇] 팀의 레포지토리입니다.

Updated 9 months ago

hate-speech-detection • Science 54%

Developed a hate speech detection model using PyTorch. Applied natural language processing techniques and deep learning algorithms to identify and classify offensive language. Achieved high accuracy in detecting hate speech, contributing to the development of more inclusive online communities.

Updated 9 months ago

vesuvius-challenge • Science 44%

Unveiling the secrets of an ancient library buried by Mount Vesuvius, this Kaggle competition, supported by the Vesuvius Challenge organization, tasked participants with detecting ink from 3D X-ray scans of charred scrolls preserved in a Roman villa in Herculaneum.

Updated 9 months ago

https://github.com/cyberagentailab/webcolor • Science 23%

Official implementation of Generative Colorization of Structured Mobile Web Pages, WACV 2023.