Basic Machine Learning algorithms: Regression

Linear Regression optimized via Gradient Descent (linear_regression_GD.py)

Linear Regression optimized via Stochastic Gradient Descent (linear_regression_SGD.py)

Usage

Run python3 on any of the files

linear_regression_GD.py
linear_regression_SGD.py

Libraries

numpy, pandas

Author

Anson Wong