classification

Basic Machine Learning algorithms: Classificattion

• Decision Tree (decision_tree.py)

• K nearest neighbours (knn.py)

• Logistic Regression optimized via Gradient Descent (logistic_regression_GD.py)

Usage

Run python3 on any of the files

• decision_tree.py
• knn.py
• logistic_regression_GD.py

Libraries

• numpy, pandas, sklearn

Author

Anson Wong