My solutions for ZJU_ML assignments

hw1

Bayes Decision Rule
Gaussian Discriminant Analysis and MLE
Text Classification with Naive Bayes

hw2

Linear Models
- Perceptron
- Linear Regression
- Logistic Regression
- Support Vector Machine
Regularization and Cross-Validation

hw3

Neural Networks
K-Nearest Neighbor
K-Means Clustering

hw4

Spectral Clustring
Principal Component Analysis