Index

B

BayesianOptimizationRoutine (class in pysdg.optimize)

best_gen (pysdg.optimize.BayesianOptimizationRoutine attribute) black_box_function (pysdg.optimize.BayesianOptimizationRoutine attribute)

D

dump_csv (pysdg.optimize.BayesianOptimizationRoutine attribute)

dump_sqlite (pysdg.optimize.BayesianOptimizationRoutine attribute)

E

eval_function (pysdg.optimize.BayesianOptimizationRoutine attribute)

G

gen (pysdg.optimize.BayesianOptimizationRoutine attribute) gen() (pysdg.gen.Generator method) gen_name (pysdg.optimize.BayesianOptimizationRoutine attribute)

generate_params() (pysdg.optimize.BayesianOptimizationRoutine method) Generator (class in pysdg.gen) generic_black_box_function() (pysdg.optimize.BayesianOptimizationRoutine method) get_optimization_results() (pysdg.optimize.BayesianOptimizationRoutine method)

H

holdout_df (pysdg.optimize.BayesianOptimizationRoutine attribute)

L

load() (pysdg.gen.Generator method)

N

n_trials (pysdg.optimize.BayesianOptimizationRoutine attribute)

O

objective (pysdg.optimize.BayesianOptimizationRoutine attribute)

P

PARAMETER_RANGES (pysdg.optimize.BayesianOptimizationRoutine attribute)

R

restore_col_names() (pysdg.gen.Generator method)

retrain_generator() (pysdg.optimize.BayesianOptimizationRoutine method)

S

study (pysdg.optimize.BayesianOptimizationRoutine attribute)

study_name (pysdg.optimize.BayesianOptimizationRoutine attribute)

T

train() (pysdg.gen.Generator method)

U

unload() (pysdg.gen.Generator method)