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mne_connectivity/decoding/decomposition.py

@@ -5,8 +5,6 @@
 # License: BSD (3-clause)
 
 
-from sklearn.base import TransformerMixin
-
 import numpy as np
 from mne import Info
 from mne._fiff.pick import pick_info
@@ -16,6 +14,7 @@
 from mne.time_frequency import csd_array_fourier, csd_array_morlet, csd_array_multitaper
 from mne.utils import _check_option, _validate_type
 from mne.viz.utils import plt_show
+from sklearn.base import TransformerMixin
 
 from ..spectral.epochs_multivariate import (
     _CaCohEst,

pyproject.toml

@@ -23,10 +23,10 @@ dependencies = [
   'netCDF4 >= 1.6.5',
   'numpy >= 1.21',
   'pandas >= 1.3.2',
+  'scikit-learn >= 1.2',
   'scipy >= 1.4.0',
   'tqdm',
   'xarray >= 2023.11.0',
-  'scikit-learn >= 1.2'
 ]
 description = 'mne-connectivity: A module for connectivity data analysis with MNE.'
 dynamic = ["version"]