Method _subset_multi_components

mne/decoding/base.py:272–284

(self, name="filters")

        return X

    def _subset_multi_components(self, name="filters"):
        # The shape of stored filters and patterns is
        # is (n_classes, n_evecs, n_chs)
        # Transform and subset into (n_classes*n_components, n_chs)
        if name == "filters":
            return self.filters_[:, : self.n_components, :].reshape(
                -1, self.filters_.shape[2]
            )
        elif name == "patterns":
            return self.patterns_[:, : self.n_components, :].reshape(
                -1, self.patterns_.shape[2]
            )
        return None

    def _validate_required_args(self, func, desired_required_args):
        sig = signature(func)