Index

_

__init__() (ctlearn_optimizer.optimizer.Optimizer method)

A

authkey (in module ctlearn_optimizer.common) (in module ctlearn_optimizer.optimizer)

auxiliar_modify_params() (in module ctlearn_optimizer.common), [1]

C

create_nested_item() (in module ctlearn_optimizer.common), [1] create_optimization_algorithm() (ctlearn_optimizer.optimizer.Optimizer method), [1] create_space_hyperparams() (ctlearn_optimizer.optimizer.Optimizer method), [1] ctlearn_objective() (in module ctlearn_optimizer.common), [1] ctlearn_optimizer (module)

ctlearn_optimizer.auxiliar_functions (module), [1] ctlearn_optimizer.bayesian_gp (module), [1] ctlearn_optimizer.bayesian_tpe (module), [1] ctlearn_optimizer.common (module), [1] ctlearn_optimizer.genetic_algorithm (module), [1] ctlearn_optimizer.optimizer (module), [1]

D

df2result() (in module ctlearn_optimizer.auxiliar_functions), [1]

G

gen_al_space() (in module ctlearn_optimizer.genetic_algorithm), [1] get_ctlearn_metric_to_optimize() (ctlearn_optimizer.optimizer.Optimizer method), [1]

get_pred_metrics() (in module ctlearn_optimizer.common), [1] get_val_metrics() (in module ctlearn_optimizer.common), [1]

H

hyperopt_space() (in module ctlearn_optimizer.bayesian_tpe), [1]

M

modify_optimizable_params() (in module ctlearn_optimizer.common), [1]

O

optimization_results_logger() (in module ctlearn_optimizer.common), [1] optimize() (ctlearn_optimizer.optimizer.Optimizer method), [1]

optimize_ctlearn_model() (ctlearn_optimizer.optimizer.Optimizer method), [1] Optimizer (class in ctlearn_optimizer.optimizer), [1]

P

PARSER (in module ctlearn_optimizer.optimizer)

plot_convergence() (in module ctlearn_optimizer.auxiliar_functions), [1] predict() (in module ctlearn_optimizer.common), [1]

R

restore() (in module ctlearn_optimizer.common), [1]

S

save() (in module ctlearn_optimizer.common), [1] set_basic_config() (ctlearn_optimizer.optimizer.Optimizer method), [1] (in module ctlearn_optimizer.common), [1]

set_logger() (in module ctlearn_optimizer.common), [1] set_value() (in module ctlearn_optimizer.common), [1] skopt_space() (in module ctlearn_optimizer.bayesian_gp), [1]

T

train() (in module ctlearn_optimizer.common), [1]