An implementation of some classical machine learning algorithms

This is a Python library implementing some classical machine learning algorithms from scratch using numpy, which was done in Machine Learning Course at HCMUT.

List of algorithms:

• Linear Regression
• Logistic Regression
• Softmax Regression
• Support Vector Machine (SVM)
• Principal Component Analysis (PCA)
• Linear Discriminant Analysis (LDA)
• ID3 Decision Tree
• Hidden Markov Model (HMM)