STOCHASTIC GRADIENT-DESCENT FOR MULTIVARIATE REGRESSION

Minimizing the Cost function (mean-square error) using SGD Algorithm

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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 .

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
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