aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pandas中文教程

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

Practical Full-Stack Machine Learning

复杂网络研究资源整理和基础知识学习

Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.

Shortest solutions for CS231n 2021-2024

My solution to the book A Collection of Data Science Take-Home Challenges

A concise and easy-to-customize reimplementation of "ChemProp" (Yang et al, 2019) in PyTorch Geometric.

Joo Study

pandas中文教程

12 weeks, 24 lessons, classic Machine Learning for all