Vanilla Linear Regression Model optimized via Vanilla Gradient Descent Method

A simple demo for Vanilla Linear Regression Model optimized via Vanilla Gradient Descent Method

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This is a very simple demo for Vanilla Linear Regression Model (LRM) optimized via Vanilla Gradient Descent Method (GDM) on 1-D and 2-D data set. NOTE that the multicollinearity case is unexpectedly shown. A More advanced version is expected in the coming future. Anyway, JUST FOR FUN!

Cite As

QiQi Duan (2026). Vanilla Linear Regression Model optimized via Vanilla Gradient Descent Method (https://se.mathworks.com/matlabcentral/fileexchange/54768-vanilla-linear-regression-model-optimized-via-vanilla-gradient-descent-method), MATLAB Central File Exchange. Retrieved .

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.0.0.0