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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Updated 6 Jan 2016

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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://www.mathworks.com/matlabcentral/fileexchange/54768-vanilla-linear-regression-model-optimized-via-vanilla-gradient-descent-method), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2013a
Compatible with any release
Platform Compatibility
Windows macOS Linux
Categories
Find more on Linear and Nonlinear Regression in Help Center and MATLAB Answers
Version Published Release Notes
1.0.0.0