Code format

Author: avolkov-intel

sklbench/datasets/common.py

@@ -23,8 +23,12 @@
 import pandas as pd
 from scipy.sparse import csr_matrix
 from sklearn.model_selection import train_test_split
-from sklearn.preprocessing import OneHotEncoder, OrdinalEncoder
-from sklearn.preprocessing import MinMaxScaler, StandardScaler
+from sklearn.preprocessing import (
+    MinMaxScaler,
+    OneHotEncoder,
+    OrdinalEncoder,
+    StandardScaler,
+)
 
 from ..utils.custom_types import Array
 from ..utils.logger import logger

sklbench/datasets/loaders.py

@@ -367,6 +367,7 @@ def load_epsilon(
     }
     return {"x": x, "y": y}, data_desc
 
+
 @preprocess
 @cache
 def load_gisette(
@@ -541,6 +542,7 @@ def transform_x_y(x, y):
     data_desc = {"n_classes": 2, "default_split": {"test_size": 0.2, "random_state": 42}}
     return {"x": x, "y": y}, data_desc
 
+
 @preprocess
 @cache
 def load_cifar(