Train Keras Models Using the Genetic Algorithm
This tutorial discusses how to train Keras models using PyGAD, an open-source Python library for building the genetic algorithm and training machine learning algorithms.
You can find the full code and run it on a free GPU here: https://bit.ly/3gABFzv
Presented by Machine Learning Researcher Ahmed Gad
/ ahmedfgad
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0:00 Introduction
0:33 Why the genetic algorithm?
1:17 Installing PyGAD
1:36 Installing TensorFlow
1:54 Optimization example
2:33 Optimization using PyGAD
6:00 Optimizing Keras models using PyGAD
10:34 Training a Keras classification model with PyGAD
12:30 Summary