Index

A

accuracy_error() (in module deatf.auxiliary_functions) add_layer() (deatf.network.CNNDescriptor method) (deatf.network.MLPDescriptor method) (deatf.network.RNNDescriptor method) (deatf.network.TCNNDescriptor method) ae_eval() (in module auto_encoder)

apply_mutation() (deatf.mutation.Mutation method) apply_random_mutation() (deatf.mutation.Mutation method) auto_encoder module aux_functions_testing module

B

balanced_accuracy() (in module deatf.auxiliary_functions) batch() (in module deatf.auxiliary_functions) building() (deatf.network.CNN method) (deatf.network.MLP method) (deatf.network.RNN method) (deatf.network.TCNN method) (single_skip.SkipCNN method)

C

calculate_CNN_shape() (in module deatf.network) calculate_TCNN_shape() (in module deatf.network) change_activation() (deatf.network.NetworkDescriptor method) change_batch_norm() (deatf.network.NetworkDescriptor method) change_bidirectional() (deatf.network.RNNDescriptor method) change_dropout() (deatf.network.NetworkDescriptor method) change_dropout_prob() (deatf.network.NetworkDescriptor method) change_filters() (deatf.network.CNNDescriptor method) (deatf.network.TCNNDescriptor method) change_layer_dimension() (deatf.network.MLPDescriptor method) change_layer_type() (deatf.network.RNNDescriptor method) change_stride() (deatf.network.CNNDescriptor method) (deatf.network.TCNNDescriptor method) change_units() (deatf.network.RNNDescriptor method)

change_weight_init() (deatf.network.NetworkDescriptor method) CNN (class in deatf.network) cnn_ae module cnn_class module CNN_Mutation (class in deatf.mutation) CNNDescriptor (class in deatf.network) codify_components() (deatf.network.CNNDescriptor method) (deatf.network.MLPDescriptor method) (deatf.network.RNNDescriptor method) (deatf.network.TCNNDescriptor method) complex_eval() (deatf.evolution.Evolving method) cross() (in module deatf.evolution)

D

data_save() (deatf.evolution.Evolving method) deatf.auxiliary_functions module deatf.evolution module deatf.mutation module

deatf.network module define_evaluation() (deatf.evolution.Evolving method) define_evolving() (deatf.evolution.Evolving method) define_selection() (deatf.evolution.Evolving method) DescriptorContainer (class in deatf.evolution) discriminator_loss() (in module gan)

E

eval_cnn() (in module cnn_class) (in module single_skip) (in module test_cnn) eval_cnn_ae() (in module cnn_ae) eval_gan() (in module gan) eval_individual() (deatf.evolution.Evolving method)

eval_rnn() (in module rnn) (in module test_rnn) eval_sequential() (in module sequential) eval_wann() (in module wann) evaluation() (in module multi) evolve() (deatf.evolution.Evolving method) Evolving (class in deatf.evolution)

G

gan module

generator_loss() (in module gan)

H

hand_made_np_mse() (in module auto_encoder)

hand_made_tf_mse() (in module auto_encoder)

I

init_individual() (deatf.evolution.Evolving method)

initialize_deap() (deatf.evolution.Evolving method) is_complex() (deatf.evolution.Evolving method)

L

load_air_quality() (in module aux_functions_testing) load_CNN() (in module aux_functions_testing) load_csv() (in module aux_functions_testing) load_dataset() (in module aux_functions_testing) load_estambul_values() (in module aux_functions_testing)

load_fashion() (in module deatf.auxiliary_functions) load_forest_fires() (in module aux_functions_testing) load_forest_types() (in module aux_functions_testing) load_mnist() (in module deatf.auxiliary_functions) load_mushrooms() (in module aux_functions_testing) load_parkinsons() (in module aux_functions_testing)

M

methods() (deatf.mutation.Mutation method) MLP (class in deatf.network) MLP_Mutation (class in deatf.mutation) MLPDescriptor (class in deatf.network) module auto_encoder aux_functions_testing cnn_ae cnn_class deatf.auxiliary_functions deatf.evolution deatf.mutation deatf.network gan multi rnn sequential simple single_skip test_cnn test_mlp test_rnn wann mse() (in module deatf.auxiliary_functions) multi module

mut_activation() (deatf.mutation.CNN_Mutation method) (deatf.mutation.Mutation method) mut_add_conv_layer() (deatf.mutation.CNN_Mutation method) mut_add_deconv_layer() (deatf.mutation.TCNN_Mutation method) mut_add_layer() (deatf.mutation.MLP_Mutation method) mut_add_rnn_layer() (deatf.mutation.RNN_Mutation method) mut_batch_norm() (deatf.mutation.Mutation method) mut_change_bidirectional() (deatf.mutation.RNN_Mutation method) mut_change_layer_type() (deatf.mutation.RNN_Mutation method) mut_change_units() (deatf.mutation.RNN_Mutation method) mut_dimension() (deatf.mutation.MLP_Mutation method) mut_dropout() (deatf.mutation.Mutation method) mut_dropout_prob() (deatf.mutation.Mutation method) mut_filter_conv() (deatf.mutation.CNN_Mutation method) mut_filter_deconv() (deatf.mutation.TCNN_Mutation method) mut_hyper() (deatf.mutation.Mutation method) mut_remove_conv_layer() (deatf.mutation.CNN_Mutation method) mut_remove_deconv_layer() (deatf.mutation.TCNN_Mutation method) mut_remove_layer() (deatf.mutation.MLP_Mutation method) mut_remove_rnn_layer() (deatf.mutation.RNN_Mutation method) mut_stride_conv() (deatf.mutation.CNN_Mutation method) mut_stride_deconv() (deatf.mutation.TCNN_Mutation method) mut_weight_init() (deatf.mutation.CNN_Mutation method) (deatf.mutation.Mutation method) Mutation (class in deatf.mutation) mutations() (in module deatf.evolution)

N

Network (class in deatf.network)

NetworkDescriptor (class in deatf.network)

P

print_components() (deatf.network.NetworkDescriptor method)

R

random_init() (deatf.network.CNNDescriptor method) (deatf.network.MLPDescriptor method) (deatf.network.RNNDescriptor method) (deatf.network.TCNNDescriptor method) remove_layer() (deatf.network.CNNDescriptor method) (deatf.network.MLPDescriptor method) (deatf.network.NetworkDescriptor method) (deatf.network.RNNDescriptor method) (deatf.network.TCNNDescriptor method)

remove_random_layer() (deatf.network.NetworkDescriptor method) rnn module RNN (class in deatf.network) RNN_Mutation (class in deatf.mutation) RNNDescriptor (class in deatf.network)

S

select_evaluation() (in module aux_functions_testing) sequential module simple module

simple_eval() (deatf.evolution.Evolving method) single_skip module SkipCNN (class in single_skip)

T

TCNN (class in deatf.network) TCNN_Mutation (class in deatf.mutation) TCNNDescriptor (class in deatf.network) test() (in module aux_functions_testing) test_cnn module test_CNN() (in module test_cnn) test_CNN_all_datasets() (in module test_cnn)

test_mlp module test_MLP() (in module test_mlp) test_MLP_all_datasets() (in module test_mlp) test_rnn module test_RNN() (in module test_rnn) test_RNN_all_datasets() (in module test_rnn) transform_to_time_series() (in module aux_functions_testing)

W

wann module