drift#

Simulate concept drift in datastreams.

Classes#

AbruptDrift

Drift

Represents a concept drift in a DriftStream.

DriftStream

GradualDrift

IndexedCycle

An iterator that cycles through an iterable, returning tuples of (index, item).

RecurrentConceptDriftStream

Functions#

capymoa.stream.drift.get_class_and_init_attributes_with_values(obj)[source]#
capymoa.stream.drift.get_recurrent_concept_drift_stream_list(
concept_list: list,
max_recurrences_per_concept: int = 3,
transition_type_template: ~capymoa.stream.drift.Drift = <capymoa.stream.drift.AbruptDrift object>,
concept_name_list: list = None,
) list[source]#