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Agent Skills 终极指南：快速入门、资源推荐、精选技能与实用工具 ｜The Ultimate Guide to Agent Skills: QuickStart, Resources, Features&Toolkit
🔥 LeetCode for PyTorch — practice implementing softmax, attention, GPT-2 and more from scratch with instant auto-grading. Jupyter-based, self-hosted or try online.
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
The fastai book, published as Jupyter Notebooks
Neural Networks: Zero to Hero
The simplest, fastest repository for training/finetuning medium-sized GPTs.
A self-learning tutorail for CUDA High Performance Programing.
FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI…
A vector search SQLite extension that runs anywhere!
🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
Golang implementation of the Raft consensus protocol
A high-throughput and memory-efficient inference and serving engine for LLMs
Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.
DLRover: An Automatic Distributed Deep Learning System
Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)
My chapter-wise notes for Database Internals by Alex Petrov.
A tiny deep learning training framework implemented from scratch in C++ that follows PyTorch's API.
Qwen-Image is a powerful image generation foundation model capable of complex text rendering and precise image editing.
Projects for an undergraduate OS course
🚀🚀 「大模型」2小时完全从0训练64M的小参数GPT！🌏 Train a 64M-parameter GPT from scratch in just 2h!
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Apache Paimon is a lake format that enables building a Realtime Lakehouse Architecture with Flink and Spark for both streaming and batch operations.
🎬 卡卡字幕助手 | VideoCaptioner - 基于 LLM 的智能字幕助手 - 视频字幕生成、断句、校正、字幕翻译全流程处理！- A powered tool for easy and efficient video subtitling.