Implementing models without from scratch. No libraries allowed.
Models implemented:
- Simple OLS regression
- Great video showing derivation: https://www.youtube.com/watch?v=EL-tayJzK7M
- R^2
- t stat for slope coefficient
TO DO:
- Rewrite with numpy
- Multiple linear regression
- Support vector machine
- Decision tree