skhubness.neighbors.LSH¶
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class
skhubness.neighbors.
LSH
(n_candidates: int = 5, radius: float = 1.0, metric: str = 'euclidean', num_probes: int = 50, n_jobs: int = 1, verbose: int = 0)[source]¶ -
__init__
(self, n_candidates: 'int' = 5, radius: 'float' = 1.0, metric: 'str' = 'euclidean', num_probes: 'int' = 50, n_jobs: 'int' = 1, verbose: 'int' = 0)[source]¶ Initialize self. See help(type(self)) for accurate signature.
Methods
__init__
(self, n_candidates, radius, metric, …)Initialize self.
fit
(self, X, y)Setup the LSH index from training data.
kneighbors
(self, X, n_candidates, …)radius_neighbors
(self, X, radius, …)TODO add docstring
Attributes
valid_metrics
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