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`

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

Field Theory CLI for bookmarks, Library, commands, and agent workflows

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

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices an…

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

Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source

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…