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`

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]#