global-optimization

List of Computer Science courses with video lectures.

100 Days of ML Coding

坚持分享 GitHub 上高质量、有趣实用的开源技术教程、开发者工具、编程网站、技术资讯。A list cool, interesting projects of GitHub.

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

? Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

A complete daily plan for studying to become a machine learning engineer.

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.