STOCHASTIC GRADIENT-DESCENT FOR MULTIVARIATE REGRESSION

Version 1.1.3 (3.63 KB) by Arshad Afzal
Minimizing the Cost function (mean-square error) using SGD Algorithm
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Updated 7 Jul 2020

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-Multivariate Regression using Stochastic Gradient Descent, Gradient Descent with Momentum, and Nesterov Accelerated Graident
-Exact Line Search (Adaptive Learning Rate)

Cite As

Arshad Afzal (2026). STOCHASTIC GRADIENT-DESCENT FOR MULTIVARIATE REGRESSION (https://www.mathworks.com/matlabcentral/fileexchange/72579-stochastic-gradient-descent-for-multivariate-regression), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2016a
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.1.3

Function File.
Gradient Descent With Momentum and Nesterov Accelerated Gradient Added.
1.1.2

-
1.1.1

Exact Line Search (Adaptive Learning Rate)
1.1.0

Cover Image
1.0.0