LocalScaling

class hubness.reduction.LocalScaling(k: int = 5, method: str = 'standard', verbose: int = 0)

Bases: object

Hubness reduction with local scaling.

Methods Summary

fit(neigh_dist, neigh_ind[, assume_sorted])
transform(neigh_dist, neigh_ind[, assume_sorted])

Methods Documentation

fit(neigh_dist, neigh_ind, assume_sorted: bool = True) → hubness.reduction.scaling.LocalScaling

transform(neigh_dist, neigh_ind, assume_sorted: bool = True, *args, **kwargs) -> (np.ndarray, np.ndarray)