Index

_

__init__() (tpcp.Algorithm method) (tpcp.BaseFactory method) (tpcp.BaseTpcpObject method) (tpcp.CloneFactory method) (tpcp.Dataset method) (tpcp.OptimizablePipeline method) (tpcp.optimize.BaseOptimize method) (tpcp.optimize.DummyOptimize method) (tpcp.optimize.GridSearch method) (tpcp.optimize.GridSearchCV method) (tpcp.optimize.Optimize method) (tpcp.optimize.optuna.CustomOptunaOptimize method) (tpcp.Pipeline method) (tpcp.validate.NoAgg method) (tpcp.validate.Scorer method)

_call_optimize() (tpcp.optimize.optuna.CustomOptunaOptimize method) _format_results() (tpcp.optimize.GridSearch method) (tpcp.optimize.GridSearchCV method) _get_groupby_columns() (tpcp.Dataset method) _repr_html_() (tpcp.Dataset method)

A

aggregate() (tpcp.validate.Scorer method) aggregate_scores() (in module tpcp.validate)

Algorithm (class in tpcp) assert_is_single() (tpcp.Dataset method) assert_is_single_group() (tpcp.Dataset method)

B

BaseFactory (class in tpcp)

BaseOptimize (class in tpcp.optimize) BaseTpcpObject (class in tpcp)

C

cf() (in module tpcp) clone() (in module tpcp) (tpcp.Algorithm method) (tpcp.BaseTpcpObject method) (tpcp.Dataset method) (tpcp.OptimizablePipeline method) (tpcp.optimize.BaseOptimize method) (tpcp.optimize.DummyOptimize method) (tpcp.optimize.GridSearch method) (tpcp.optimize.GridSearchCV method) (tpcp.optimize.Optimize method) (tpcp.optimize.optuna.CustomOptunaOptimize method) (tpcp.Pipeline method)

CloneFactory (class in tpcp) create_group_labels() (tpcp.Dataset method) create_index() (tpcp.Dataset method) create_objective() (tpcp.optimize.optuna.CustomOptunaOptimize method) cross_validate() (in module tpcp.validate) CustomOptunaOptimize (class in tpcp.optimize.optuna)

D

Dataset (class in tpcp)

DummyOptimize (class in tpcp.optimize)

G

get_action_params() (in module tpcp) get_param_names() (in module tpcp) get_params() (tpcp.Algorithm method) (tpcp.BaseTpcpObject method) (tpcp.Dataset method) (tpcp.OptimizablePipeline method) (tpcp.optimize.BaseOptimize method) (tpcp.optimize.DummyOptimize method) (tpcp.optimize.GridSearch method) (tpcp.optimize.GridSearchCV method) (tpcp.optimize.Optimize method) (tpcp.optimize.optuna.CustomOptunaOptimize method) (tpcp.Pipeline method)

get_results() (in module tpcp) get_subset() (tpcp.Dataset method) get_value() (tpcp.BaseFactory method) (tpcp.CloneFactory method) (tpcp.validate.NoAgg method) GridSearch (class in tpcp.optimize) GridSearchCV (class in tpcp.optimize) groupby() (tpcp.Dataset method)

H

HyperPara (in module tpcp)

HyperParameter (in module tpcp)

I

is_single() (tpcp.Dataset method)

is_single_group() (tpcp.Dataset method) iter_level() (tpcp.Dataset method)

M

make_action_safe() (in module tpcp) make_optimize_safe() (in module tpcp) module tpcp._dataset tpcp.optimize tpcp.optimize.optuna tpcp.validate

N

NoAgg (class in tpcp.validate)

O

OptimizableParameter (in module tpcp) OptimizablePipeline (class in tpcp) Optimize (class in tpcp.optimize) optimize() (tpcp.optimize.BaseOptimize method) (tpcp.optimize.DummyOptimize method) (tpcp.optimize.GridSearch method) (tpcp.optimize.GridSearchCV method) (tpcp.optimize.Optimize method) (tpcp.optimize.optuna.CustomOptunaOptimize method)

OptiPara (in module tpcp)

P

Para (in module tpcp) Parameter (in module tpcp)

Pipeline (class in tpcp) PurePara (in module tpcp) PureParameter (in module tpcp)

R

return_optimized_pipeline() (tpcp.optimize.optuna.CustomOptunaOptimize method) run() (tpcp.OptimizablePipeline method) (tpcp.optimize.BaseOptimize method) (tpcp.optimize.DummyOptimize method) (tpcp.optimize.GridSearch method) (tpcp.optimize.GridSearchCV method) (tpcp.optimize.Optimize method) (tpcp.optimize.optuna.CustomOptunaOptimize method) (tpcp.Pipeline method)

S

safe_run() (tpcp.OptimizablePipeline method) (tpcp.optimize.BaseOptimize method) (tpcp.optimize.DummyOptimize method) (tpcp.optimize.GridSearch method) (tpcp.optimize.GridSearchCV method) (tpcp.optimize.Optimize method) (tpcp.optimize.optuna.CustomOptunaOptimize method) (tpcp.Pipeline method) score() (tpcp.OptimizablePipeline method) (tpcp.optimize.BaseOptimize method) (tpcp.optimize.DummyOptimize method) (tpcp.optimize.GridSearch method) (tpcp.optimize.GridSearchCV method) (tpcp.optimize.Optimize method) (tpcp.optimize.optuna.CustomOptunaOptimize method) (tpcp.Pipeline method)

Scorer (class in tpcp.validate) self_optimize() (tpcp.OptimizablePipeline method) set_params() (tpcp.Algorithm method) (tpcp.BaseTpcpObject method) (tpcp.Dataset method) (tpcp.OptimizablePipeline method) (tpcp.optimize.BaseOptimize method) (tpcp.optimize.DummyOptimize method) (tpcp.optimize.GridSearch method) (tpcp.optimize.GridSearchCV method) (tpcp.optimize.Optimize method) (tpcp.optimize.optuna.CustomOptunaOptimize method) (tpcp.Pipeline method)

T

tpcp._dataset module tpcp.optimize module

tpcp.optimize.optuna module tpcp.validate module