Statistical-Learning-Method
A repo for managing slides and implementations for the book: statistical learning method.
TOC
- Chapter 1. Introduction
- Chapter 2. Perceptron
- Chapter 3. KNN
- Chapter 4. Naive Bayes
- Chapter 5. DecisionTree
- Chapter 6. Logistic Regression
- Chapter 7. SVM
- Chapter 8. Boosting
- Chapter 9. EM Algorithm
- CHapter 10. HMM