머신러닝 · GitHub

WebApps in pure Python. No JavaScript, HTML and CSS needed

• Modern, declarative UI framework
• 100% Python - Zero HTML, CSS, or JavaScript required

DeepLabv3+ built in TensorFlow

CKA (Centered Kernel Alignment) implemented in PyTorch

The Incredible PyTorch: PyTorch 관련 튜토리얼, 논문, 프로젝트, 커뮤니티 등을 엄선한 목록입니다.

[NeurIPS 23] Official repository for NeurIPS 2023 paper "Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction"

Forecast where tracked objects will move next. A lightweight extension to Ultralytics YOLO that adds Kalman-filtered trajectory prediction; stable, low-jitter, and efficient for real-time systems.

YOLOv7 Object Tracking Using PyTorch, OpenCV and Sort Tracking

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

Minimal and Clean Reinforcement Learning Examples

Pytorch Library for Relational Table Learning with LLMs.

• LLM-friendly: Modular interface designed for LLM-oriented applications, integrating smoothly with LangChain and Hugging Face transformers.
• One-Fit-All Potential: Processes various graphs (like Social/Citation/E-commerce Networks) by treating them as multiple tables linked by foreigner keys.

A collection of boosting algorithms written in Rust 🦀

AI Productivity Tool - Free and open source, improve user productivity, and protect privacy and data security. Including but not limited to: built-in local exclusive ChatGPT, DeepSeek, Phi, Qwen and other models, one-click batch intelligent processing of pictures, videos, audio, etc.

• Free and open source: free to use, open source code, users can check and modify it by themselves.
• Privacy protection: local deployment, all data is processed locally to ensure user privacy and data security.

Train a stacked hourglass deep neural network for human pose estimation on the COCO 2017 dataset.