skdim.id.ESS.fit_once

ESS.fit_once(X, y=None)

Fit ESS on a single neighborhood. /!Not meant to be used on a complete dataset - X should be a local patch of a dataset, otherwise call .fit() :param X: The training input samples. /!Should be a local patch of a dataset :type X: {array-like}, shape (n_samples, n_features) :param y: :type y: dummy parameter to respect the sklearn API

Returns:self (object) – Returns self.