EvolutionaryDeepLearning

Code and notebook repository for the book Evolutionary Deep Learning by Micheal Lanham

Name		Name	Last commit message	Last commit date
Latest commit History 70 Commits
MEAP		MEAP
.gitignore		.gitignore
EDL_10_1_NEAT_XOR.ipynb		EDL_10_1_NEAT_XOR.ipynb
EDL_10_2_NEAT_XOR_Visualized.ipynb		EDL_10_2_NEAT_XOR_Visualized.ipynb
EDL_10_3_NEAT_Circles.ipynb		EDL_10_3_NEAT_Circles.ipynb
EDL_10_4_NEAT_Images.ipynb		EDL_10_4_NEAT_Images.ipynb
EDL_10_5_NEAT_Speciation.ipynb		EDL_10_5_NEAT_Speciation.ipynb
EDL_11_1_FrozenLake.ipynb		EDL_11_1_FrozenLake.ipynb
EDL_11_2_NEAT_GYMs.ipynb		EDL_11_2_NEAT_GYMs.ipynb
EDL_11_3_NEAT_GYMs.ipynb		EDL_11_3_NEAT_GYMs.ipynb
EDL_11_4_NEAT_LunarLander.ipynb		EDL_11_4_NEAT_LunarLander.ipynb
EDL_11_5_DQN_GYMs.ipynb		EDL_11_5_DQN_GYMs.ipynb
EDL_12_1_GEPPY.ipynb		EDL_12_1_GEPPY.ipynb
EDL_12_2_GEPPY_Gym.ipynb		EDL_12_2_GEPPY_Gym.ipynb
EDL_12_3_GEPPY_Generalize.ipynb		EDL_12_3_GEPPY_Generalize.ipynb
EDL_12_4_DEAP_Ant.ipynb		EDL_12_4_DEAP_Ant.ipynb
EDL_12_5_Genetic_Plasticity.ipynb		EDL_12_5_Genetic_Plasticity.ipynb
EDL_12_6_Instinctual_DQN_GYMs.ipynb		EDL_12_6_Instinctual_DQN_GYMs.ipynb
EDL_2_1_Conways_Game_of_Life.ipynb		EDL_2_1_Conways_Game_of_Life.ipynb
EDL_2_2_Simulating_Life.ipynb		EDL_2_2_Simulating_Life.ipynb
EDL_2_3_Simulating_Life.ipynb		EDL_2_3_Simulating_Life.ipynb
EDL_2_4_Simulating_Evolution.ipynb		EDL_2_4_Simulating_Evolution.ipynb
EDL_2_5_Genetic_Algorithms.ipynb		EDL_2_5_Genetic_Algorithms.ipynb
EDL_2_6_Genetic_Algorithms.ipynb		EDL_2_6_Genetic_Algorithms.ipynb
EDL_3_1_OneMax_DEAP.ipynb		EDL_3_1_OneMax_DEAP.ipynb
EDL_3_2_QueensGambit.ipynb		EDL_3_2_QueensGambit.ipynb
EDL_3_3_TSP.ipynb		EDL_3_3_TSP.ipynb
EDL_3_4_TSP_Operators.ipynb		EDL_3_4_TSP_Operators.ipynb
EDL_3_5_EvoLisa_GA.ipynb		EDL_3_5_EvoLisa_GA.ipynb
EDL_4_1_GP_Regression.ipynb		EDL_4_1_GP_Regression.ipynb
EDL_4_2_PSO.ipynb		EDL_4_2_PSO.ipynb
EDL_4_3_COEV_Regression.ipynb		EDL_4_3_COEV_Regression.ipynb
EDL_4_4_ES.ipynb		EDL_4_4_ES.ipynb
EDL_4_4_EvoLisa_ES.ipynb		EDL_4_4_EvoLisa_ES.ipynb
EDL_4_5_DE.ipynb		EDL_4_5_DE.ipynb
EDL_5_1_Hyperparameter_Tuning.ipynb		EDL_5_1_Hyperparameter_Tuning.ipynb
EDL_5_2_RS_HPO.ipynb		EDL_5_2_RS_HPO.ipynb
EDL_5_3_GS_HPO.ipynb		EDL_5_3_GS_HPO.ipynb
EDL_5_4_PSO_HPO.ipynb		EDL_5_4_PSO_HPO.ipynb
EDL_5_4_PSO_HPO_PCA.ipynb		EDL_5_4_PSO_HPO_PCA.ipynb
EDL_5_5_ES_HPO.ipynb		EDL_5_5_ES_HPO.ipynb
EDL_5_5_ES_HPO_PCA.ipynb		EDL_5_5_ES_HPO_PCA.ipynb
EDL_5_6_DE_HPO_PCA.ipynb		EDL_5_6_DE_HPO_PCA.ipynb
EDL_6_1_MLP_NumPy.ipynb		EDL_6_1_MLP_NumPy.ipynb
EDL_6_2_MLP_GA.ipynb		EDL_6_2_MLP_GA.ipynb
EDL_6_3_MLP_DE.ipynb		EDL_6_3_MLP_DE.ipynb
EDL_6_3_MLP_ES.ipynb		EDL_6_3_MLP_ES.ipynb
EDL_6_4_Keras_GA.ipynb		EDL_6_4_Keras_GA.ipynb
EDL_6_5_Keras_GA.ipynb		EDL_6_5_Keras_GA.ipynb
EDL_7_1_Keras_CNN.ipynb		EDL_7_1_Keras_CNN.ipynb
EDL_7_2_Encoding_CNN.ipynb		EDL_7_2_Encoding_CNN.ipynb
EDL_7_3_Crossover_CNN.ipynb		EDL_7_3_Crossover_CNN.ipynb
EDL_7_4_Mutation_CNN.ipynb		EDL_7_4_Mutation_CNN.ipynb
EDL_7_5_Evo_CNN.ipynb		EDL_7_5_Evo_CNN.ipynb
EDL_8_1_Autoencoder.ipynb		EDL_8_1_Autoencoder.ipynb
EDL_8_2_Evo_Autoencoder_Encoding.ipynb		EDL_8_2_Evo_Autoencoder_Encoding.ipynb
EDL_8_3_EvoAutoencoder.ipynb		EDL_8_3_EvoAutoencoder.ipynb
EDL_8_4_EvoAutoencoder.ipynb		EDL_8_4_EvoAutoencoder.ipynb
EDL_8_5_VAE.ipynb		EDL_8_5_VAE.ipynb
EDL_9_1_GAN.ipynb		EDL_9_1_GAN.ipynb
EDL_9_2_GAN_Optimization.ipynb		EDL_9_2_GAN_Optimization.ipynb
EDL_9_3_WGAN.ipynb		EDL_9_3_WGAN.ipynb
EDL_9_4_DCGAN_Encoder.ipynb		EDL_9_4_DCGAN_Encoder.ipynb
EDL_9_5_EVO_DCGAN.ipynb		EDL_9_5_EVO_DCGAN.ipynb
EDL_B_Hyperparameters.ipynb		EDL_B_Hyperparameters.ipynb
EDL_B_PyTorchBasics.ipynb		EDL_B_PyTorchBasics.ipynb
LICENSE		LICENSE
README.md		README.md

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