Index

A

Ackley (class in thefittest.benchmarks)

B

BanknoteDataset (class in thefittest.benchmarks) best_1() (in module thefittest.utils.mutations) best_2() (in module thefittest.utils.mutations) binary_string_population() (thefittest.optimizers.GeneticAlgorithm static method) (thefittest.optimizers.SHAGA static method)

binomial() (in module thefittest.utils.crossovers) binomialGA() (in module thefittest.utils.crossovers) bit_to_gray() (thefittest.utils.transformations.GrayCode static method) bit_to_int() (thefittest.utils.transformations.SamplingGrid static method) BreastCancerDataset (class in thefittest.benchmarks)

C

cauchy_distribution() (in module thefittest.utils.random) check_random_state() (in module thefittest.utils.random) concat() (thefittest.base.Tree method) copy() (thefittest.base.Net method) (thefittest.base.Tree method)

CreditRiskDataset (class in thefittest.benchmarks) current_to_best_1() (in module thefittest.utils.mutations) current_to_pbest_1_archive() (in module thefittest.utils.mutations) current_to_pbest_1_archive_p_min() (in module thefittest.utils.mutations) current_to_rand_1() (in module thefittest.utils.mutations)

D

DifferentialEvolution (class in thefittest.optimizers)

DigitsDataset (class in thefittest.benchmarks)

E

empty_crossover() (in module thefittest.utils.crossovers)

empty_crossoverGP() (in module thefittest.utils.crossovers) EphemeralNode (class in thefittest.base)

F

f() (thefittest.benchmarks.Ackley method) (thefittest.benchmarks.Griewank method) (thefittest.benchmarks.HighConditionedElliptic method) (thefittest.benchmarks.OneMax method) (thefittest.benchmarks.Rastrigin method) (thefittest.benchmarks.Rosenbrock method) (thefittest.benchmarks.Schwefe1_2 method) (thefittest.benchmarks.Sphere method) (thefittest.benchmarks.Weierstrass method)

fit() (thefittest.utils.transformations.SamplingGrid method) flip_coin() (in module thefittest.utils.random) flip_mutation() (in module thefittest.utils.mutations) float_population() (thefittest.optimizers.DifferentialEvolution static method) forward() (thefittest.base.Net method) full_growing_method() (thefittest.base.Tree class method) FunctionalNode (class in thefittest.base)

G

generator1() (in module thefittest.utils.random) generator2() (in module thefittest.utils.random) GeneticAlgorithm (class in thefittest.optimizers) GeneticProgramming (class in thefittest.optimizers) GeneticProgrammingClassifier (class in thefittest.classifiers) GeneticProgrammingNeuralNetClassifier (class in thefittest.classifiers) GeneticProgrammingNeuralNetRegressor (class in thefittest.regressors) get_args_id() (thefittest.base.Tree method) get_bits_per_variable() (thefittest.utils.transformations.SamplingGrid method) get_common_region() (thefittest.base.Tree method) get_graph() (thefittest.base.Net method) (thefittest.base.Tree method)

get_h_per_variable() (thefittest.utils.transformations.SamplingGrid method) get_left_border() (thefittest.utils.transformations.SamplingGrid method) get_levels() (thefittest.base.Tree method) get_max_level() (thefittest.base.Tree method) get_num_variables() (thefittest.utils.transformations.SamplingGrid method) get_right_border() (thefittest.utils.transformations.SamplingGrid method) gray_to_bit() (thefittest.utils.transformations.GrayCode static method) GrayCode (class in thefittest.utils.transformations) Griewank (class in thefittest.benchmarks) growing_method() (thefittest.base.Tree class method) growing_mutation() (in module thefittest.utils.mutations)

H

half_and_half() (thefittest.optimizers.GeneticProgramming static method)

HighConditionedElliptic (class in thefittest.benchmarks)

I

init_symbolic_regression_uniset() (in module thefittest.base) int_to_bit() (thefittest.utils.transformations.SamplingGrid static method)

inverse_transform() (thefittest.utils.transformations.SamplingGrid method) IrisDataset (class in thefittest.benchmarks)

J

jDE (class in thefittest.optimizers)

M

minmax_scale() (in module thefittest.utils.transformations) MLPEAClassifier (class in thefittest.classifiers) MLPEARegressor (class in thefittest.regressors) module thefittest.base thefittest.benchmarks thefittest.classifiers thefittest.optimizers thefittest.regressors thefittest.utils.crossovers thefittest.utils.mutations thefittest.utils.random thefittest.utils.selections thefittest.utils.transformations

N

Net (class in thefittest.base)

numba_seed() (in module thefittest.utils.random)

O

one_point_crossover() (in module thefittest.utils.crossovers)

one_point_crossoverGP() (in module thefittest.utils.crossovers) OneMax (class in thefittest.benchmarks)

P

PDPGA (class in thefittest.optimizers) PDPGP (class in thefittest.optimizers) plot() (thefittest.base.Net method) (thefittest.base.Tree method) point_mutation() (in module thefittest.utils.mutations) predict() (thefittest.classifiers.GeneticProgrammingClassifier method) (thefittest.classifiers.GeneticProgrammingNeuralNetClassifier method) (thefittest.classifiers.MLPEAClassifier method) (thefittest.regressors.GeneticProgrammingNeuralNetRegressor method) (thefittest.regressors.MLPEARegressor method)

predict_proba() (thefittest.classifiers.GeneticProgrammingClassifier method) (thefittest.classifiers.GeneticProgrammingNeuralNetClassifier method) (thefittest.classifiers.MLPEAClassifier method) proportional_selection() (in module thefittest.utils.selections)

R

rand_1() (in module thefittest.utils.mutations) rand_2() (in module thefittest.utils.mutations) rand_to_best1() (in module thefittest.utils.mutations) randint() (in module thefittest.utils.random) random_sample() (in module thefittest.utils.random)

random_tree() (thefittest.base.Tree class method) random_weighted_sample() (in module thefittest.utils.random) rank_selection() (in module thefittest.utils.selections) Rastrigin (class in thefittest.benchmarks) Rosenbrock (class in thefittest.benchmarks)

S

SamplingGrid (class in thefittest.utils.transformations) sattolo_shuffle() (in module thefittest.utils.random) sattolo_shuffle_2d() (in module thefittest.utils.random) Schwefe1_2 (class in thefittest.benchmarks) SelfCGA (class in thefittest.optimizers) SelfCGP (class in thefittest.optimizers) set_score_request() (thefittest.classifiers.GeneticProgrammingClassifier method) (thefittest.classifiers.GeneticProgrammingNeuralNetClassifier method) (thefittest.classifiers.MLPEAClassifier method) (thefittest.regressors.GeneticProgrammingNeuralNetRegressor method) (thefittest.regressors.MLPEARegressor method)

set_terminals() (thefittest.base.Tree method) SHADE (class in thefittest.optimizers) SHAGA (class in thefittest.optimizers) shrink_mutation() (in module thefittest.utils.mutations) Sphere (class in thefittest.benchmarks) standard_crossover() (in module thefittest.utils.crossovers) subtree() (thefittest.base.Tree method) subtree_id() (thefittest.base.Tree method) swap_mutation() (in module thefittest.utils.mutations)

T

TerminalNode (class in thefittest.base) thefittest.base module thefittest.benchmarks module thefittest.classifiers module thefittest.optimizers module thefittest.regressors module thefittest.utils.crossovers module

thefittest.utils.mutations module thefittest.utils.random module thefittest.utils.selections module thefittest.utils.transformations module tournament_selection() (in module thefittest.utils.selections) transform() (thefittest.utils.transformations.SamplingGrid method) Tree (class in thefittest.base) two_point_crossover() (in module thefittest.utils.crossovers)

U

uniform() (in module thefittest.utils.random) uniform_crossover() (in module thefittest.utils.crossovers) uniform_crossoverGP() (in module thefittest.utils.crossovers) uniform_proportional_crossover() (in module thefittest.utils.crossovers) uniform_proportional_crossover_GP() (in module thefittest.utils.crossovers)

uniform_rank_crossover() (in module thefittest.utils.crossovers) uniform_rank_crossover_GP() (in module thefittest.utils.crossovers) uniform_tournament_crossover() (in module thefittest.utils.crossovers) uniform_tournament_crossover_GP() (in module thefittest.utils.crossovers) UniversalSet (class in thefittest.base) UserKnowladgeDataset (class in thefittest.benchmarks)

W

Weierstrass (class in thefittest.benchmarks)

WineDataset (class in thefittest.benchmarks)