e6dc6899d0aa846636c48562c79b161347c35235,autoreject/ransac.py,Ransac,fit,#Ransac#,192

Before Change

            print("Iterating epochs ...")
        verbose = False if self.n_jobs > 1 else self.verbose
        corrs = parallel(my_iterator(self, epochs, idxs, verbose)
                         for idxs in np.array_split(np.arange(n_epochs),
                         n_jobs))
        self.corr_ = np.concatenate(corrs)
        if self.verbose is not False and self.n_jobs > 1:

After Change

        if self.verbose is not False and self.n_jobs > 1:
            print("Iterating epochs ...")
        verbose = False if self.n_jobs > 1 else self.verbose
        self.ch_subsets_ = [self._get_random_subsets(
                            epochs.info, self.random_state + random_state)
                            for random_state in np.arange(0, n_epochs, n_jobs)]
        epoch_idxs = np.array_split(np.arange(n_epochs), n_jobs)
        corrs = parallel(my_iterator(self, epochs, idxs, chs, verbose)
                         for idxs, chs in zip(epoch_idxs, self.ch_subsets_))
        self.corr_ = np.concatenate(corrs)
        if self.verbose is not False and self.n_jobs > 1:
            print("[Done]")

Instances