linear models

Logistic Regression with Numpy

How to fit a Logistic Regression from scratch.

Gradient Descent Linear Regression

How to fit a Linear Regression using Gradient Descent.

Linear Regression from scratch (analytical solution)

How to fit a Linear Regression from scratch with the normal equation.