Machine-Learning

The report of each lab is in each folder, saved in the format of a jupyter notebook (.ipynb extension)

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
HW1 (LSE Regression, Newton's Method)		HW1 (LSE Regression, Newton's Method)
HW2 (Multinomial Naive-Bayes, Beta-Binomial online learning)		HW2 (Multinomial Naive-Bayes, Beta-Binomial online learning)
HW3 (Bayesian Linear Regression)		HW3 (Bayesian Linear Regression)
HW4 (Logistic Regression)		HW4 (Logistic Regression)
HW5 (SVM)		HW5 (SVM)
HW6 (k-means, kernel k-means, and spectral clustering)		HW6 (k-means, kernel k-means, and spectral clustering)
HW7 (PCA,LDA)		HW7 (PCA,LDA)
HW8 (SNE,t-SNE)		HW8 (SNE,t-SNE)
README.md		README.md

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