Source code for mars.learn.neighbors.unsupervised

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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#      http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
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from .base import NeighborsBase
from .base import KNeighborsMixin
from .base import UnsupervisedMixin


class NearestNeighbors(NeighborsBase, KNeighborsMixin, UnsupervisedMixin):
    def __init__(
        self,
        n_neighbors=5,
        radius=1.0,
        algorithm="auto",
        leaf_size=30,
        metric="minkowski",
        p=2,
        metric_params=None,
        **kwargs
    ):
        super().__init__(
            n_neighbors=n_neighbors,
            radius=radius,
            algorithm=algorithm,
            leaf_size=leaf_size,
            metric=metric,
            p=p,
            metric_params=metric_params,
            **kwargs
        )