From 1f6b006478dbb2188cae910c587e7db112c1c3e2 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Tue, 17 Dec 2024 21:13:04 +0000
Subject: [PATCH] [pre-commit.ci] auto fixes from pre-commit.com hooks

---
 examples/ERP/noplot_nch_study.py | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/examples/ERP/noplot_nch_study.py b/examples/ERP/noplot_nch_study.py
index 5f0a588e..72dcf6a9 100644
--- a/examples/ERP/noplot_nch_study.py
+++ b/examples/ERP/noplot_nch_study.py
@@ -11,11 +11,12 @@
 # Modified from noplot_classify_P300_nch.py
 # License: BSD (3-clause)
 
+import random
 import warnings
+
 import numpy as np
-import random
 import qiskit_algorithms
-
+import seaborn as sns
 from matplotlib import pyplot as plt
 from moabb import set_log_level
 from moabb.datasets import Cattan2019_PHMD
@@ -23,11 +24,11 @@
 from moabb.paradigms import RestingStateToP300Adapter
 from pyriemann.classification import MDM
 from pyriemann.estimation import Covariances
-import seaborn as sns
-from sklearn.pipeline import make_pipeline
-from sklearn.discriminant_analysis import LinearDiscriminantAnalysis as LDA
-from qiskit_algorithms.optimizers import SPSA
 from pyriemann.tangentspace import TangentSpace
+from qiskit_algorithms.optimizers import SPSA
+from sklearn.discriminant_analysis import LinearDiscriminantAnalysis as LDA
+from sklearn.pipeline import make_pipeline
+
 from pyriemann_qiskit.classification import QuanticNCH
 from pyriemann_qiskit.utils.hyper_params_factory import create_mixer_rotational_X_gates