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