AI Agent Skills

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正

Efficient Deep Learning Systems course materials (HSE, YSDA)

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

A package for the sparse identification of nonlinear dynamical systems from data

SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effor…

Machine Learning Systems

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

A Python scikit for building and analyzing recommender systems

🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design Systems 🖼️ Web · desktop · mobile prototypes · slides · ima…

A toolchain for building scalable, enterprise-ready component systems on top of TypeScript and Web Component standards. Stencil components can be distributed natively to…

《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）

A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.

Unstyled UI components for building accessible web apps and design systems. From the creators of Radix, Floating UI, and Material UI.

Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.