Gradient Descent for Linear Curve Fitting

Gradient Descent method to calculate the optimal linear curve fitting a data.

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Updated 6 Dec 2018

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The Data X and Y should be column vectors. The file Gradient_Descent needs to be run to get the optimal parameters and the plots associated. The user needs to enter the values of X and Y in the space provided. All files need to be in the same folder for the program to run smoothly. The function file grad_desc calculates the optimal parameter values.

Cite As

SObhan Chatterjee (2023). Gradient Descent for Linear Curve Fitting (https://www.mathworks.com/matlabcentral/fileexchange/69643-gradient-descent-for-linear-curve-fitting), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2018a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Version Published Release Notes
1.0.0