Essence-Linear-Regression
Source code (written in p5.js) for my 3b1b-style Math visualization video series, Essence of Linear Regression. It's estimated to publish in summer 2019. Before I start on the series, I may finish some warmup videos first.
Core Contents
Chapter 1: Simple Linear Regression Formula, Visualized
Chapter 2: Multiple Regression and the Normal Equation
Chapter 3: The Projection Matrix
TBD Contents
Chapter 4: Gram-Schmidt and the QR Factorization
Chapter 5: Ridge and Lasso Regression
Chapter 6: ...