Index

_

__call__() (fcvopt.crossvalidation.cvobjective.CVObjective method)

B

BayesOpt (class in fcvopt.optimizers)

C

condition_on_observations() (fcvopt.models.HGP method) ConfigurationSpace (class in fcvopt.configspace) construct_model() (fcvopt.crossvalidation.cvobjective.CVObjective method) (fcvopt.crossvalidation.resnet_cvobj.ResNetCVObj method) (fcvopt.crossvalidation.sklearn_cvobj.SklearnCVObj method)

cvloss() (fcvopt.crossvalidation.cvobjective.CVObjective method) CVObjective (class in fcvopt.crossvalidation.cvobjective)

E

end_run() (fcvopt.optimizers.BayesOpt method)

evaluate() (fcvopt.crossvalidation.resnet_cvobj.ResNetCVObj method)

F

FCVOpt (class in fcvopt.optimizers) fcvopt.configspace module fcvopt.models module fcvopt.optimizers module ff (fcvopt.crossvalidation.resnet_cvobj.TabularResNet attribute)

fit_and_test() (fcvopt.crossvalidation.cvobjective.CVObjective method) (fcvopt.crossvalidation.resnet_cvobj.ResNetCVObj method) (fcvopt.crossvalidation.sklearn_cvobj.SklearnCVObj method) forward() (fcvopt.crossvalidation.resnet_cvobj.ResNetBlock method) (fcvopt.crossvalidation.resnet_cvobj.TabularResNet method) (fcvopt.models.GPR method) (fcvopt.models.HGP method) forward_f() (fcvopt.models.HGP method) from_serialized_dict() (fcvopt.configspace.ConfigurationSpace class method)

G

generate_indices() (fcvopt.configspace.ConfigurationSpace method) get_conf_from_array() (fcvopt.configspace.ConfigurationSpace method)

get_optimization_results() (fcvopt.optimizers.BayesOpt method) get_recommended_configspace() (fcvopt.crossvalidation.resnet_cvobj.ResNetCVObj method) GPR (class in fcvopt.models)

H

HGP (class in fcvopt.models)

L

latinhypercube_sample() (fcvopt.configspace.ConfigurationSpace method)

M

module fcvopt.configspace fcvopt.models fcvopt.optimizers

O

observed_values (fcvopt.optimizers.BayesOpt property)

optimize() (fcvopt.optimizers.BayesOpt method)

P

posterior() (fcvopt.models.HGP method)

predict() (fcvopt.models.GPR method) prediction (fcvopt.crossvalidation.resnet_cvobj.TabularResNet attribute)

R

reset_parameters() (fcvopt.models.GPR method) ResNetBlock (class in fcvopt.crossvalidation.resnet_cvobj) ResNetCVObj (class in fcvopt.crossvalidation.resnet_cvobj)

restore_from_mlflow() (fcvopt.optimizers.BayesOpt class method) (fcvopt.optimizers.FCVOpt class method) run() (fcvopt.optimizers.BayesOpt method)

S

SklearnCVObj (class in fcvopt.crossvalidation.sklearn_cvobj)

T

TabularResNet (class in fcvopt.crossvalidation.resnet_cvobj)