Mealpy Tutorials

How to use Mealpy library to find global point for optimization problem

Introduction to Mealpy

Github link: https://github.com/thieu1995/mealpy

Some avatar:

There are several available figures that can generated from Mealpy as follows:

Mealpy Part 1

Mealpy Part 2

Mealpy Full version

How to use Mealpy with Neural Network

Gradient Descent Replacement

  • Metaheuristic Algorithm in general can replace the Gradient Descent optimization to train the neural network.

Optimize ANN Hyper-parameter

  • Metaheuristic Algorithm also can optimize Hyper-parameter of Neural Network.