User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Cartopy - a cartographic python library with matplotlib support

Simple Python GNSS processing library

Python Toolkit for GNSS Data

A PyTorch-based Speech Toolkit

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

A simple and efficient Mamba implementation in pure PyTorch and MLX.

Curated tutorials and resources for Large Language Models, AI Painting, and more.

InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥

Code and hyperparameters for the paper "Generative Adversarial Networks"

Meta-Transformer for Unified Multimodal Learning

A Library for Advanced Deep Time Series Models.

Reading list for research topics in multimodal machine learning

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.

An Autonomous LLM Agent for Complex Task Solving

A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets

Diffusion model papers, survey, and taxonomy

This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems With Applications.

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

Yolo X, v7, v8 and several Multi-Object Tracker(SORT, DeepSORT, ByteTrack, BoT-SORT, etc.) in MOT17 and VisDrone2019 Dataset. It uses a unified style and integrated tracker for easy embedding in yo…

Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

The official implementation for ALOFT (CVPR 2023).

智能计算系统 AI Computing Systems 陈云霁

Two-Stream Squeeze-and-Excitation Network for Multi-modal Sleep Staging

A list of papers for sleep stages classification using machine learning/deep learning.

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…