AI Agent Skills

Code Repository for Machine Learning with PyTorch and Scikit-Learn

The "Python Machine Learning (2nd edition)" book code repository and info resource

Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正

The "Python Machine Learning (3rd edition)" book code repository

The "Python Machine Learning (1st edition)" book code repository and info resource

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Machine Learning Systems

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试秘籍。涵盖AIGC、LLM大模型、AI Agent、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、强化学习、大数据挖掘、具身智能、元宇宙、AGI等AI行业面试笔试干货经验与核心知识。

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

Python code for "Probabilistic Machine learning" book by Kevin Murphy

:closed_book: Clarity in the current fast-paced mess of Open Source innovation

The codebase for the book "AI-Powered Search" (Manning Publications, 2025)

Machine Learning Engineering Open Book