machine_-learning

machine learning code and algorithm based on cs229 and prml

1. Linear Regression notes ,code

• Linear regression
• Lasso/Ridge Regression
• Locally Weighted Linear Regression

2. Linear Classification notes

• Linear Discriminant Analysis
• Perceptron
• Logistic regression
• Gaussian Discriminant Analysis
• Naïve Bayes

3. SVM notes

• hard-margin SVM
• soft-margin SVM
• Kernel SVM