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The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
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
Data science interview questions and answers
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 ;)