Lagrange duality
总结自 section note 5: Convex Optimization Overview, Part II
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Hidden Markov Models
总结自 Hidden Markov Models
Simplex
概念挺简单，主要是生单词太多了，mark 一下。
ISL: Unsupervised Learning
总结自 Chapter 10, An Introduction to Statistical Learning.
ISL: Support Vector Machines
总结自 Chapter 9, An Introduction to Statistical Learning.
ISL: Tree Based Methods
总结自 Chapter 8, An Introduction to Statistical Learning.
ISL: Moving Beyond Linearity
总结自 Chapter 7, An Introduction to Statistical Learning.
ISL: Linear Model Selection and Regularization - Part 2
总结自 Chapter 6, An Introduction to Statistical Learning.
Bayesian Interpretation for Ridge Regression and the Lasso + Exercise 7
总结自 Bayesian Interpretation for Ridge Regression and the Lasso, Section 6.2.2 The Lasso, An Introduction to Statistical Learning.