Machine Learning Systems
邱锡鹏《神经网络与深度学习》（蒲公英书）理论书 v2 与通识版
Bug-tracking for Jeff's algorithms book, notes, etc.
《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）
Literature for the self-taught AI practitioner! 📚
Mission: To provide a high-quality open content data structures textbook that is both mathematically rigorous and provides complete implementations.
《动手学 Pi》：沿 15 个真实 checkpoint 从零构建 Pi-style Agent
XML sources of SICP and SICP JS, and support for generating Interactive SICP JS, PDF, e-book and comparison editions
Open sourece medical books in LaTeX. LaTeX写的中文开源医学书籍
Probability and Statistics for Data Science: A self-contained introduction to probability and statistics for data science, including a free pdf, 103 Python notebooks using 23 real-world datasets, 118 videos with slides, and solutions to 200 exercises
📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
PreTeXt: an authoring and publishing system for scholarly documents
📚 An open-source textbook written at the college level. OpenIntro also offers a second college-level intro stat textbook and also a high school variant.
A curated list of awesome machine learning frameworks, libraries, courses, books and many more.
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
A free online interactive resource/textbook for high school students learning about computer science.
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