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Gradient Descent Optimization

version 1.0.0 (10.5 KB) by John Malik
A MATLAB package for numerous gradient descent optimization methods, such as Adam and RMSProp.


Updated 29 Mar 2019

GitHub view license on GitHub

To test the software, see the included script for a simple multi-layer perceptron.

The following optimization algorithms are implemented: AMSgrad, AdaMax, Adadelta, Adam, Delta-bar Delta, Nadam, and RMSprop.

Cite As

John Malik (2020). Gradient Descent Optimization (, GitHub. Retrieved .

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MATLAB Release Compatibility
Created with R2018b
Compatible with any release
Platform Compatibility
Windows macOS Linux

Inspired: Classic Optimization

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