Index

_

__init__() (sktime_mcp.composition.CompositionRule method) (sktime_mcp.composition.CompositionValidator method) (sktime_mcp.composition.ValidationResult method) (sktime_mcp.CompositionValidator method) (sktime_mcp.EstimatorNode method) (sktime_mcp.Executor method) (sktime_mcp.HandleManager method) (sktime_mcp.registry.EstimatorNode method) (sktime_mcp.registry.RegistryInterface method) (sktime_mcp.registry.TagResolver method) (sktime_mcp.RegistryInterface method) (sktime_mcp.runtime.Executor method) (sktime_mcp.runtime.HandleManager method) (sktime_mcp.TagResolver method)

C

call_tool() (in module sktime_mcp.server) cancel_job_tool() (in module sktime_mcp.tools) check_compatibility() (sktime_mcp.registry.TagResolver method) (sktime_mcp.TagResolver method) check_job_status_tool() (in module sktime_mcp.tools) class_ref (sktime_mcp.EstimatorNode attribute), [1] (sktime_mcp.registry.EstimatorNode attribute), [1] clear_all() (sktime_mcp.HandleManager method) (sktime_mcp.runtime.HandleManager method)

COMPOSITION_RULES (sktime_mcp.composition.CompositionValidator attribute) (sktime_mcp.CompositionValidator attribute) composition_type (sktime_mcp.composition.CompositionRule attribute), [1] CompositionRule (class in sktime_mcp.composition) CompositionValidator (class in sktime_mcp) (class in sktime_mcp.composition) create_handle() (sktime_mcp.HandleManager method) (sktime_mcp.runtime.HandleManager method)

D

describe_component_tool() (in module sktime_mcp.tools) describe_estimator_tool() (in module sktime_mcp.tools)

description (sktime_mcp.composition.CompositionRule attribute), [1] docstring (sktime_mcp.EstimatorNode attribute), [1] (sktime_mcp.registry.EstimatorNode attribute), [1]

E

errors (sktime_mcp.composition.ValidationResult attribute), [1] EstimatorNode (class in sktime_mcp) (class in sktime_mcp.registry) evaluate_estimator_tool() (in module sktime_mcp.tools) Executor (class in sktime_mcp) (class in sktime_mcp.runtime)

exists() (sktime_mcp.HandleManager method) (sktime_mcp.runtime.HandleManager method) explain_tags() (sktime_mcp.registry.TagResolver method) (sktime_mcp.TagResolver method) export_code_tool() (in module sktime_mcp.tools)

F

filter_estimators_by_capability() (sktime_mcp.registry.TagResolver method) (sktime_mcp.TagResolver method) fit() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) fit_predict() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) fit_predict_async() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) fit_predict_async_tool() (in module sktime_mcp.tools)

fit_predict_classification() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) fit_predict_regression() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) fit_predict_tool() (in module sktime_mcp.tools) fit_predict_with_data() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) format_data_handle() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) format_time_series_tool() (in module sktime_mcp.tools)

G

get_all_categories() (sktime_mcp.registry.TagResolver method) (sktime_mcp.TagResolver method) get_all_estimators() (sktime_mcp.registry.RegistryInterface method) (sktime_mcp.RegistryInterface method) get_available_tags() (in module sktime_mcp.tools) (sktime_mcp.registry.RegistryInterface method) (sktime_mcp.RegistryInterface method) get_available_tasks() (sktime_mcp.registry.RegistryInterface method) (sktime_mcp.RegistryInterface method) get_estimator_by_name() (sktime_mcp.registry.RegistryInterface method) (sktime_mcp.RegistryInterface method)

get_info() (sktime_mcp.HandleManager method) (sktime_mcp.runtime.HandleManager method) get_instance() (sktime_mcp.HandleManager method) (sktime_mcp.runtime.HandleManager method) get_tag_description() (sktime_mcp.registry.TagResolver method) (sktime_mcp.TagResolver method) get_tag_info() (sktime_mcp.registry.TagResolver method) (sktime_mcp.TagResolver method) get_tags_by_category() (sktime_mcp.registry.TagResolver method) (sktime_mcp.TagResolver method) get_valid_compositions() (sktime_mcp.composition.CompositionValidator method) (sktime_mcp.CompositionValidator method)

H

HandleManager (class in sktime_mcp) (class in sktime_mcp.runtime)

hyperparameters (sktime_mcp.EstimatorNode attribute), [1] (sktime_mcp.registry.EstimatorNode attribute), [1]

I

instantiate() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) instantiate_estimator_tool() (in module sktime_mcp.tools) instantiate_pipeline() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method)

instantiate_pipeline_tool() (in module sktime_mcp.tools) is_fitted() (sktime_mcp.HandleManager method) (sktime_mcp.runtime.HandleManager method)

L

list_available_data_tool() (in module sktime_mcp.tools) list_data_handles() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) list_datasets() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) list_estimators_tool() (in module sktime_mcp.tools) list_handles() (sktime_mcp.HandleManager method) (sktime_mcp.runtime.HandleManager method) list_handles_tool() (in module sktime_mcp.tools) list_jobs_tool() (in module sktime_mcp.tools)

list_tools() (in module sktime_mcp.server) load_data_source() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) load_data_source_async() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) load_data_source_async_tool() (in module sktime_mcp.tools) load_data_source_tool() (in module sktime_mcp.tools) load_dataset() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method) load_model_tool() (in module sktime_mcp.tools)

M

main() (in module sktime_mcp.server) mark_fitted() (sktime_mcp.HandleManager method) (sktime_mcp.runtime.HandleManager method) module sktime_mcp sktime_mcp.composition sktime_mcp.registry sktime_mcp.runtime sktime_mcp.server sktime_mcp.tools

module (sktime_mcp.EstimatorNode attribute), [1] (sktime_mcp.registry.EstimatorNode attribute), [1]

N

name (sktime_mcp.EstimatorNode attribute), [1] (sktime_mcp.registry.EstimatorNode attribute), [1]

P

position (sktime_mcp.composition.CompositionRule attribute), [1]

predict() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method)

Q

query_registry_tool() (in module sktime_mcp.tools)

R

RegistryInterface (class in sktime_mcp) (class in sktime_mcp.registry) release_data_handle() (sktime_mcp.Executor method) (sktime_mcp.runtime.Executor method)

release_data_handle_tool() (in module sktime_mcp.tools) release_handle() (sktime_mcp.HandleManager method) (sktime_mcp.runtime.HandleManager method) release_handle_tool() (in module sktime_mcp.tools) run_server() (in module sktime_mcp.server)

S

sanitize_for_json() (in module sktime_mcp.server) save_model_tool() (in module sktime_mcp.tools) search_estimators() (sktime_mcp.registry.RegistryInterface method) (sktime_mcp.RegistryInterface method) sktime_mcp module sktime_mcp.composition module sktime_mcp.registry module sktime_mcp.runtime module

sktime_mcp.server module sktime_mcp.tools module source_task (sktime_mcp.composition.CompositionRule attribute), [1] suggest_pipeline() (sktime_mcp.composition.CompositionValidator method) (sktime_mcp.CompositionValidator method) suggest_similar_estimators() (sktime_mcp.registry.TagResolver method) (sktime_mcp.TagResolver method) suggestions (sktime_mcp.composition.ValidationResult attribute), [1]

T

tag_definitions (sktime_mcp.registry.TagResolver property) (sktime_mcp.TagResolver property) TagResolver (class in sktime_mcp) (class in sktime_mcp.registry) tags (sktime_mcp.EstimatorNode attribute), [1] (sktime_mcp.registry.EstimatorNode attribute), [1] target_task (sktime_mcp.composition.CompositionRule attribute), [1] task (sktime_mcp.EstimatorNode attribute), [1] (sktime_mcp.registry.EstimatorNode attribute), [1]

TASK_MAP (sktime_mcp.registry.RegistryInterface attribute) (sktime_mcp.RegistryInterface attribute) to_dict() (sktime_mcp.composition.ValidationResult method) (sktime_mcp.EstimatorNode method) (sktime_mcp.registry.EstimatorNode method) to_summary() (sktime_mcp.EstimatorNode method) (sktime_mcp.registry.EstimatorNode method) TRANSFORMER_CATEGORIES (sktime_mcp.composition.CompositionValidator attribute) (sktime_mcp.CompositionValidator attribute)

V

valid (sktime_mcp.composition.ValidationResult attribute), [1] validate_pipeline() (sktime_mcp.composition.CompositionValidator method) (sktime_mcp.CompositionValidator method)

ValidationResult (class in sktime_mcp.composition)

W

warnings (sktime_mcp.composition.ValidationResult attribute), [1]