Source code for simpleml.models.classifiers.sklearn.neighbors

"""
Wrapper module around `sklearn.neighbors`
"""

__author__ = "Elisha Yadgaran"


from sklearn.neighbors import KNeighborsClassifier

from simpleml.models.classifiers.external_models import ClassificationExternalModelMixin

from .base_sklearn_classifier import SklearnClassifier

"""
K Neighbors
"""


class WrappedSklearnKNeighborsClassifier(
    KNeighborsClassifier, ClassificationExternalModelMixin
):
    pass


class SklearnKNeighborsClassifier(SklearnClassifier):
    def _create_external_model(self, **kwargs):
        return WrappedSklearnKNeighborsClassifier(**kwargs)