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