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"""
The :mod:`imblearn.under_sampling` provides methods to under-sample
a dataset.
"""
from ._prototype_generation import ClusterCentroids
from ._prototype_selection import (
AllKNN,
CondensedNearestNeighbour,
EditedNearestNeighbours,
InstanceHardnessThreshold,
NearMiss,
NeighbourhoodCleaningRule,
OneSidedSelection,
RandomUnderSampler,
RepeatedEditedNearestNeighbours,
TomekLinks,
)
__all__ = [
"ClusterCentroids",
"RandomUnderSampler",
"InstanceHardnessThreshold",
"NearMiss",
"TomekLinks",
"EditedNearestNeighbours",
"RepeatedEditedNearestNeighbours",
"AllKNN",
"OneSidedSelection",
"CondensedNearestNeighbour",
"NeighbourhoodCleaningRule",
]
|
