Index

_

__eq__() (mango.models.genetic.individual.Individual method) __hash__() (mango.models.genetic.individual.Individual method) __params (mango.models.genetic.config.GeneticBaseConfig attribute) _abc_impl (mango.models.genetic.problem.Problem attribute) _adaptative_mutation() (mango.models.genetic.population.Population method) _add_offspring() (mango.models.genetic.population.Population method) _base_mutation() (mango.models.genetic.population.Population method) _blend_crossover() (mango.models.genetic.population.Population method) _boltzmann_selection() (mango.models.genetic.population.Population method) _calculate_coefficient_variation() (mango.models.genetic.population.Population method) _elitism_selection() (mango.models.genetic.population.Population method) _elitist_replacement() (mango.models.genetic.population.Population method) _elitist_stochastic_replacement() (mango.models.genetic.population.Population method) _flat_crossover() (mango.models.genetic.population.Population method) _gaussian_crossover() (mango.models.genetic.population.Population method) _linear_crossover() (mango.models.genetic.population.Population method)

_mask_crossover() (mango.models.genetic.population.Population method) _morphology_crossover() (mango.models.genetic.population.Population method) _mutate_binary() (mango.models.genetic.individual.Individual method) _mutate_integer() (mango.models.genetic.individual.Individual method) _mutate_real() (mango.models.genetic.individual.Individual method) _offspring_replacement() (mango.models.genetic.population.Population method) _one_split_crossover() (mango.models.genetic.population.Population method) _order_selection() (mango.models.genetic.population.Population method) _random_replacement() (mango.models.genetic.population.Population method) _random_selection() (mango.models.genetic.population.Population method) _rank_selection() (mango.models.genetic.population.Population method) _roulette_selection() (mango.models.genetic.population.Population method) _select_parents() (mango.models.genetic.population.Population method) _tournament_selection() (mango.models.genetic.population.Population method) _two_split_crossover() (mango.models.genetic.population.Population method) _update_fitness() (mango.models.genetic.population.Population method)

A

ackley() (in module mango.benchmark.optimization.ackley) add() (mango.table.Table method) add_row() (mango.table.Table method) AEMETClient (class in mango.clients.aemet)

all_stations (mango.clients.aemet.AEMETClient property) append() (mango.table.Table method) apply() (mango.table.Table method) auto_join() (mango.table.Table method)

B

bukin_function_6() (in module mango.benchmark.optimization.bukin)

C

calculate_fitness() (mango.models.genetic.problem.Problem method) calculate_network_output() (in module mango.models.neural_networks) chain() (mango.table.Table method) check_type() (mango.table.Table method) clear() (mango.table.Table method) col_apply() (mango.table.Table method) config (mango.models.genetic.individual.Individual property) (mango.models.genetic.population.Population property) ConfigurationError (class in mango.models.genetic.shared.exceptions) connect() (mango.clients.aemet.AEMETClient method) continue_running() (mango.models.genetic.population.Population method)

copy() (mango.models.genetic.individual.Individual method) (mango.table.Table method) copy_deep() (mango.table.Table method) copy_shallow() (mango.table.Table method) count() (mango.table.Table method) create_config_template() (mango.models.genetic.config.GeneticBaseConfig class method) create_random_genes() (mango.models.genetic.individual.Individual method) create_random_individual() (mango.models.genetic.individual.Individual class method) cross_in_tray() (in module mango.benchmark.optimization.cross_in_tray) crossover() (mango.models.genetic.population.Population method) custom_endpoint() (mango.clients.aemet.AEMETClient method)

D

dataset_from_excel() (mango.table.Table class method) dataset_from_json() (mango.table.Table class method) distinct() (mango.table.Table method) dolan_function_no2() (in module mango.benchmark.optimization.dolan)

dominates() (mango.models.genetic.individual.Individual method) drop() (mango.table.Table method) drop_empty() (mango.table.Table method) drop_nested() (mango.table.Table method) drop_wave() (in module mango.benchmark.optimization.drop_wave)

E

egg_holder() (in module mango.benchmark.optimization.egg_holder) encoding (mango.models.genetic.individual.Individual property) evaluator (mango.models.genetic.population.Population property)

expect_status() (mango.clients.aemet.AEMETClient static method) extend() (mango.table.Table method) extract_fitness() (mango.models.genetic.population.Population static method)

F

filter() (mango.table.Table method) fitness (mango.models.genetic.individual.Individual property) format_dataset() (mango.table.Table static method) from_columns() (mango.table.Table static method)

from_csv() (mango.table.Table class method) from_json() (mango.table.Table static method) from_pandas() (mango.table.Table static method) full_join() (mango.table.Table method)

G

genes (mango.models.genetic.individual.Individual property) GeneticBaseConfig (class in mango.models.genetic.config) GeneticDiversity (class in mango.models.genetic.shared.exceptions) get_col_names() (mango.table.Table method) get_forecast_data() (mango.clients.aemet.AEMETClient method) get_gap() (in module mango.models.pyomo)

get_index() (mango.table.Table method) get_meteo_data() (mango.clients.aemet.AEMETClient method) get_status() (in module mango.models.pyomo) gramacy_lee() (in module mango.benchmark.optimization.gramacy_lee) griewank() (in module mango.benchmark.optimization.griewank) group_by() (mango.table.Table method) group_mutate() (mango.table.Table method)

H

head() (mango.table.Table method)

holder_table() (in module mango.benchmark.optimization.holder_table)

I

idx (mango.models.genetic.individual.Individual property) index() (mango.table.Table method) Individual (class in mango.models.genetic.individual) init_population() (mango.models.genetic.population.Population method) inner_join() (mango.table.Table method) insert() (mango.table.Table method) instance_from_dict() (in module mango.models.pyomo) instance_from_excel() (in module mango.models.pyomo) instance_from_json() (in module mango.models.pyomo) intersect() (mango.table.Table method) inverted_ackley() (in module mango.benchmark.optimization.ackley) inverted_bukin_function_6() (in module mango.benchmark.optimization.bukin) inverted_cross_in_tray() (in module mango.benchmark.optimization.cross_in_tray) inverted_dolan_function_no2() (in module mango.benchmark.optimization.dolan)

inverted_drop_wave() (in module mango.benchmark.optimization.drop_wave) inverted_egg_holder() (in module mango.benchmark.optimization.egg_holder) inverted_gramacy_lee() (in module mango.benchmark.optimization.gramacy_lee) inverted_griewank() (in module mango.benchmark.optimization.griewank) inverted_holder_table() (in module mango.benchmark.optimization.holder_table) inverted_langermann() (in module mango.benchmark.optimization.langermann) inverted_levy() (in module mango.benchmark.optimization.levy) inverted_levy_no13() (in module mango.benchmark.optimization.levy) inverted_rastrigin() (in module mango.benchmark.optimization.rastrigin) inverted_rosenbrock() (in module mango.benchmark.optimization.rosenbrock) inverted_schaffer_function_no2() (in module mango.benchmark.optimization.schaffer) inverted_schaffer_function_no4() (in module mango.benchmark.optimization.schaffer) inverted_schwefel() (in module mango.benchmark.optimization.schwefel) is_feasible() (in module mango.models.pyomo) is_unique() (mango.table.Table method)

J

join() (mango.table.Table method)

K

kapply() (mango.table.Table method)

kvapply() (mango.table.Table method)

L

lag_col() (mango.table.Table method) langermann() (in module mango.benchmark.optimization.langermann) left_join() (mango.table.Table method)

len() (mango.table.Table method) levy() (in module mango.benchmark.optimization.levy) levy_function_no13() (in module mango.benchmark.optimization.levy) load_variable() (in module mango.models.pyomo)

M

mango.benchmark.optimization.ackley module mango.benchmark.optimization.bukin module mango.benchmark.optimization.cross_in_tray module mango.benchmark.optimization.dolan module mango.benchmark.optimization.drop_wave module mango.benchmark.optimization.egg_holder module mango.benchmark.optimization.gramacy_lee module mango.benchmark.optimization.griewank module mango.benchmark.optimization.holder_table module mango.benchmark.optimization.langermann module mango.benchmark.optimization.levy module mango.benchmark.optimization.rastrigin module mango.benchmark.optimization.rosenbrock module mango.benchmark.optimization.schaffer module mango.benchmark.optimization.schwefel module mango.models.activations module

mango.models.neural_networks module mango.models.pyomo module mango.processing module model_data_to_excel() (in module mango.models.pyomo) modify_value() (mango.models.genetic.config.GeneticBaseConfig method) module mango.benchmark.optimization.ackley mango.benchmark.optimization.bukin mango.benchmark.optimization.cross_in_tray mango.benchmark.optimization.dolan mango.benchmark.optimization.drop_wave mango.benchmark.optimization.egg_holder mango.benchmark.optimization.gramacy_lee mango.benchmark.optimization.griewank mango.benchmark.optimization.holder_table mango.benchmark.optimization.langermann mango.benchmark.optimization.levy mango.benchmark.optimization.rastrigin mango.benchmark.optimization.rosenbrock mango.benchmark.optimization.schaffer mango.benchmark.optimization.schwefel mango.models.activations mango.models.neural_networks mango.models.pyomo mango.processing municipios (mango.clients.aemet.AEMETClient property) mutate() (mango.models.genetic.individual.Individual method) (mango.models.genetic.population.Population method) (mango.table.Table method)

O

order_by() (mango.table.Table method)

P

parents (mango.models.genetic.individual.Individual property) peek() (mango.table.Table method) pivot_longer() (mango.table.Table method) pivot_wider() (mango.table.Table method)

pk_load() (mango.table.Table static method) pk_save() (mango.table.Table method) pop() (mango.table.Table method) Population (class in mango.models.genetic.population) Problem (class in mango.models.genetic.problem)

R

rastrigin() (in module mango.benchmark.optimization.rastrigin) rbind() (mango.table.Table method) remove() (mango.table.Table method) rename() (mango.table.Table method) replace() (mango.models.genetic.population.Population method) (mango.table.Table method)

replace_empty() (mango.table.Table method) replace_nan() (mango.table.Table method) request_handler() (mango.clients.aemet.AEMETClient static method) reverse() (mango.table.Table method) right_join() (mango.table.Table method) rosenbrock() (in module mango.benchmark.optimization.rosenbrock) run() (mango.models.genetic.population.Population method)

S

safe_value() (in module mango.models.pyomo) schaffer_function_no2() (in module mango.benchmark.optimization.schaffer) schaffer_function_no4() (in module mango.benchmark.optimization.schaffer) schwefel() (in module mango.benchmark.optimization.schwefel) select() (mango.table.Table method) selection() (mango.models.genetic.population.Population method) set_diff() (mango.table.Table method) show_rows() (mango.table.Table method)

sigmoid() (in module mango.models.activations) solver_result_from_json() (in module mango.models.pyomo) solver_result_to_json() (in module mango.models.pyomo) sort() (mango.table.Table method) sorted() (mango.table.Table method) stop() (mango.models.genetic.population.Population method) sum_all() (mango.table.Table method) summarise() (mango.table.Table method)

T

Table (class in mango.table) take() (mango.table.Table method) take_np() (mango.table.Table method) tanh() (in module mango.models.activations) to_columns() (mango.table.Table method) to_csv() (mango.table.Table method) to_dict() (mango.table.Table method) to_dictlist() (mango.table.Table method)

to_excel() (mango.table.Table method) to_json() (mango.table.Table method) to_list() (mango.table.Table method) to_pandas() (mango.table.Table method) to_param() (mango.table.Table method) to_set() (mango.table.Table method) to_set2() (mango.table.Table method) to_start_finish() (mango.table.Table method)

U

unique() (mango.table.Table method) unique2() (mango.table.Table method)

update_best() (mango.models.genetic.population.Population method) update_population() (mango.models.genetic.population.Population method)

V

vapply() (mango.table.Table method) vapply_col() (mango.table.Table method) var_to_sdict() (in module mango.models.pyomo)

var_to_table() (in module mango.models.pyomo) variables_to_excel() (in module mango.models.pyomo) variables_to_json() (in module mango.models.pyomo) vfilter() (mango.table.Table method)

W

with_traceback() (mango.models.genetic.shared.exceptions.ConfigurationError method) (mango.models.genetic.shared.exceptions.GeneticDiversity method)

write_cbc_warmstart_file() (in module mango.models.pyomo)