SmirkCao/Lihang
A collection of Python implementations and study notes for the Chinese machine learning textbook 'Statistical Learning Methods' (统计学习方法) by Li Hang.
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This repository provides code implementations, Jupyter notebooks, mathematical notation references, and errata for the well-known machine learning textbook. It covers supervised and unsupervised learning algorithms including perceptron, SVM, decision trees, boosting, and hidden Markov models, with implementations written in Python.
Frequently asked
- What is SmirkCao/Lihang?
- A collection of Python implementations and study notes for the Chinese machine learning textbook 'Statistical Learning Methods' (统计学习方法) by Li Hang.
- Is Lihang open source?
- Yes — SmirkCao/Lihang is an open-source project tracked on heatdrop.
- What language is Lihang written in?
- SmirkCao/Lihang is primarily written in Python.
- How popular is Lihang?
- SmirkCao/Lihang has 6.3k stars on GitHub.
- Where can I find Lihang?
- SmirkCao/Lihang is on GitHub at https://github.com/SmirkCao/Lihang.