Index _ | A | B | C | D | F | G | H | I | M | N | O | P | R | S | T | V _ __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.optimize.optuna.OptunaSearch method) (tpcp.Pipeline method) (tpcp.testing.PyTestSnapshotTest method) (tpcp.testing.TestAlgorithmMixin method) (tpcp.validate.Aggregator method) (tpcp.validate.DatasetSplitter method) (tpcp.validate.FloatAggregator method) (tpcp.validate.MacroFloatAggregator method) (tpcp.validate.Scorer method) _aggregate() (tpcp.validate.Scorer method) _assert_is_all_valid() (tpcp.validate.Aggregator method) (tpcp.validate.FloatAggregator method) (tpcp.validate.MacroFloatAggregator method) _call_optimize() (tpcp.optimize.optuna.CustomOptunaOptimize method) (tpcp.optimize.optuna.OptunaSearch method) _format_results() (tpcp.optimize.GridSearch method) (tpcp.optimize.GridSearchCV method) _get_emtpy_instance() (tpcp.validate.Aggregator method) (tpcp.validate.FloatAggregator method) (tpcp.validate.MacroFloatAggregator method) A after_action_instance() (tpcp.testing.TestAlgorithmMixin method) aggregate() (tpcp.validate.Aggregator method) (tpcp.validate.FloatAggregator method) (tpcp.validate.MacroFloatAggregator method) Aggregator (class in tpcp.validate) Algorithm (class in tpcp) as_attrs() (tpcp.Dataset class method) (tpcp.optimize.optuna.CustomOptunaOptimize static method) as_dataclass() (tpcp.Dataset class method) (tpcp.optimize.optuna.CustomOptunaOptimize static method) assert_is_single() (tpcp.Dataset method) assert_is_single_group() (tpcp.Dataset method) assert_match() (tpcp.testing.PyTestSnapshotTest method) B BaseFactory (class in tpcp) BaseOptimize (class in tpcp.optimize) BaseTpcpObject (class in tpcp) BaseTypedIterator (class in tpcp.misc) best_params_ (tpcp.optimize.optuna.CustomOptunaOptimize property) (tpcp.optimize.optuna.OptunaSearch property) best_score_ (tpcp.optimize.optuna.CustomOptunaOptimize property) (tpcp.optimize.optuna.OptunaSearch property) best_trial_ (tpcp.optimize.optuna.CustomOptunaOptimize property) (tpcp.optimize.optuna.OptunaSearch property) C cf() (in module tpcp) classproperty() (in module tpcp.misc) clone() (in module tpcp) (tpcp.Algorithm method) (tpcp.BaseTpcpObject method) (tpcp.Dataset method) (tpcp.misc.BaseTypedIterator method) (tpcp.misc.TypedIterator 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.optimize.optuna.OptunaSearch method) (tpcp.Pipeline method) (tpcp.validate.Aggregator method) (tpcp.validate.DatasetSplitter method) (tpcp.validate.FloatAggregator method) (tpcp.validate.MacroFloatAggregator method) (tpcp.validate.Scorer method) CloneFactory (class in tpcp) create_index() (tpcp.Dataset method) create_objective() (tpcp.optimize.optuna.CustomOptunaOptimize method) (tpcp.optimize.optuna.OptunaSearch method) create_string_group_labels() (tpcp.Dataset method) cross_validate() (in module tpcp.validate) custom_hash() (in module tpcp.misc) CustomOptunaOptimize (class in tpcp.optimize.optuna) D Dataset (class in tpcp) DatasetSplitter (class in tpcp.validate) delayed() (in module tpcp.parallel) DummyOptimize (class in tpcp.optimize) F FloatAggregator (class in tpcp.validate) G get_action_params() (in module tpcp) get_n_splits() (tpcp.validate.DatasetSplitter method) get_param_names() (in module tpcp) get_params() (tpcp.Algorithm method) (tpcp.BaseTpcpObject method) (tpcp.Dataset method) (tpcp.misc.BaseTypedIterator method) (tpcp.misc.TypedIterator 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.optimize.optuna.OptunaSearch method) (tpcp.Pipeline method) (tpcp.validate.Aggregator method) (tpcp.validate.DatasetSplitter method) (tpcp.validate.FloatAggregator method) (tpcp.validate.MacroFloatAggregator method) (tpcp.validate.Scorer method) get_ram_cache_obj() (in module tpcp.caching) get_results() (in module tpcp) get_subset() (tpcp.Dataset method) get_value() (tpcp.BaseFactory method) (tpcp.CloneFactory method) (tpcp.validate.Aggregator method) (tpcp.validate.FloatAggregator method) (tpcp.validate.MacroFloatAggregator method) global_disk_cache() (in module tpcp.caching) global_ram_cache() (in module tpcp.caching) GridSearch (class in tpcp.optimize) GridSearchCV (class in tpcp.optimize) group (tpcp.Dataset property) group_label (tpcp.Dataset property) group_labels (tpcp.Dataset property) groupby() (tpcp.Dataset method) grouped_index (tpcp.Dataset property) groups (tpcp.Dataset property) H hybrid_cache() (in module tpcp.caching) HyperPara (in module tpcp) HyperParameter (in module tpcp) I index (tpcp.Dataset property) index_as_tuples() (tpcp.Dataset method) index_is_unchanged (tpcp.Dataset property) is_single() (tpcp.Dataset method) is_single_group() (tpcp.Dataset method) iter_level() (tpcp.Dataset method) iterate() (tpcp.misc.TypedIterator method) M MacroFloatAggregator (class in tpcp.validate) make_action_safe() (in module tpcp) make_optimize_safe() (in module tpcp) mean_agg() (in module tpcp.validate) module tpcp._dataset tpcp.caching tpcp.misc tpcp.optimize tpcp.optimize.optuna tpcp.parallel tpcp.testing tpcp.validate N no_agg() (in module 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) (tpcp.optimize.optuna.OptunaSearch method) OptiPara (in module tpcp) OptunaSearch (class in tpcp.optimize.optuna) P Para (in module tpcp) Parameter (in module tpcp) Pipeline (class in tpcp) PurePara (in module tpcp) PureParameter (in module tpcp) PyTestSnapshotTest (class in tpcp.testing) R register_global_parallel_callback() (in module tpcp.parallel) remove_any_cache() (in module tpcp.caching) remove_disk_cache() (in module tpcp.caching) remove_global_parallel_callback() (in module tpcp.parallel) remove_ram_cache() (in module tpcp.caching) results_ (tpcp.misc.BaseTypedIterator property) (tpcp.misc.TypedIterator property) return_optimized_pipeline() (tpcp.optimize.optuna.CustomOptunaOptimize method) (tpcp.optimize.optuna.OptunaSearch 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.optimize.optuna.OptunaSearch 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.optimize.optuna.OptunaSearch method) (tpcp.Pipeline method) sanitize_params() (tpcp.optimize.optuna.CustomOptunaOptimize method) (tpcp.optimize.optuna.OptunaSearch method) Scorer (class in tpcp.validate) search_results_ (tpcp.optimize.optuna.CustomOptunaOptimize property) (tpcp.optimize.optuna.OptunaSearch property) self_optimize() (tpcp.OptimizablePipeline method) self_optimize_with_info() (tpcp.OptimizablePipeline method) set_defaults() (in module tpcp.misc) set_params() (tpcp.Algorithm method) (tpcp.BaseTpcpObject method) (tpcp.Dataset method) (tpcp.misc.BaseTypedIterator method) (tpcp.misc.TypedIterator 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.optimize.optuna.OptunaSearch method) (tpcp.Pipeline method) (tpcp.validate.Aggregator method) (tpcp.validate.DatasetSplitter method) (tpcp.validate.FloatAggregator method) (tpcp.validate.MacroFloatAggregator method) (tpcp.validate.Scorer method) shape (tpcp.Dataset property) split() (tpcp.validate.DatasetSplitter method) T test_action_method_returns_self() (tpcp.testing.TestAlgorithmMixin method) test_after_action_instance_valid() (tpcp.testing.TestAlgorithmMixin method) test_algorithm_can_be_cloned() (tpcp.testing.TestAlgorithmMixin method) test_all_attributes_documented() (tpcp.testing.TestAlgorithmMixin method) test_all_other_parameters_documented() (tpcp.testing.TestAlgorithmMixin method) test_all_parameters_documented() (tpcp.testing.TestAlgorithmMixin method) test_hashing() (tpcp.testing.TestAlgorithmMixin method) test_init() (tpcp.testing.TestAlgorithmMixin method) test_is_algorithm() (tpcp.testing.TestAlgorithmMixin method) test_only_optional_kwargs() (tpcp.testing.TestAlgorithmMixin method) test_passes_safe_action_checks() (tpcp.testing.TestAlgorithmMixin method) test_set_params_invalid() (tpcp.testing.TestAlgorithmMixin method) test_set_params_valid() (tpcp.testing.TestAlgorithmMixin method) TestAlgorithmMixin (class in tpcp.testing) tpcp._dataset module tpcp.caching module tpcp.misc module tpcp.optimize module tpcp.optimize.optuna module tpcp.parallel module tpcp.testing module tpcp.validate module TypedIterator (class in tpcp.misc) V validate() (in module tpcp.validate)