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Title: Update pygad.py by tfarrag2000 · Pull Request #1 · tfarrag2000/GeneticAlgorithmPython · GitHub

Open Graph Title: Update pygad.py by tfarrag2000 · Pull Request #1 · tfarrag2000/GeneticAlgorithmPython

X Title: Update pygad.py by tfarrag2000 · Pull Request #1 · tfarrag2000/GeneticAlgorithmPython

Description: I hope to thank you very much This my first contribution to a project in GitHub. so, in advance, I'm sorry for any mistake. I add an option for the mutation types called "random_dict". I add genes_range_dict variable and random_dict_mutation & initialize_population_dict functions. This update adds more power to this wonderful project. It enables PyGad to work in discrete optimization problems for example : to optimize a deep nn network architecture I use this genes_range_dict ={"stacked_layers_num": [1, 3, 5], "Dense_neurons_n1": [0, 32, 64, 256, 512], "Dense_neurons_n2": [8, 32, 64, 256, 512], "Dropout": [0, 0.2, 0.5, 0.8], "optimizer": ['SGD', 'RMSprop', 'Adagrad', 'Adadelta', 'Adam', 'Adamax', 'Nadam'] }

Open Graph Description: I hope to thank you very much This my first contribution to a project in GitHub. so, in advance, I'm sorry for any mistake. I add an option for the mutation types called "random_dict"...

X Description: I hope to thank you very much This my first contribution to a project in GitHub. so, in advance, I'm sorry for any mistake. I add an option for the mutation types called "random_di...

Opengraph URL: https://github.com/tfarrag2000/GeneticAlgorithmPython/pull/1

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