GaleShapleyMatcher

class GaleShapleyMatcher(segments: List[etna.transforms.feature_selection.gale_shapley.SegmentGaleShapley], features: List[etna.transforms.feature_selection.gale_shapley.FeatureGaleShapley])

Bases: etna.core.mixins.BaseMixin

Class for handling Gale-Shapley matching algo.

Init GaleShapleyMatcher.

Parameters

• segments (List[etna.transforms.feature_selection.gale_shapley.SegmentGaleShapley]) – list of segments to build matches

• features (List[etna.transforms.feature_selection.gale_shapley.FeatureGaleShapley]) – list of features to build matches

Inherited-members

Methods

break_match(segment, feature)	Break match between segment and feature.
match(segment, feature)	Build match between segment and feature.
set_params(**params)	Return new object instance with modified parameters.
to_dict()	Collect all information about etna object in dict.

static break_match(segment: etna.transforms.feature_selection.gale_shapley.SegmentGaleShapley, feature: etna.transforms.feature_selection.gale_shapley.FeatureGaleShapley)

Break match between segment and feature.

Parameters

• segment (etna.transforms.feature_selection.gale_shapley.SegmentGaleShapley) – segment to break match

• feature (etna.transforms.feature_selection.gale_shapley.FeatureGaleShapley) – feature to break match

static match(segment: etna.transforms.feature_selection.gale_shapley.SegmentGaleShapley, feature: etna.transforms.feature_selection.gale_shapley.FeatureGaleShapley)

Build match between segment and feature.

Parameters

• segment (etna.transforms.feature_selection.gale_shapley.SegmentGaleShapley) – segment to match

• feature (etna.transforms.feature_selection.gale_shapley.FeatureGaleShapley) – feature to match