[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Author: pre-commit-ci[bot]

machine_learning/lgbm_regressor.py

@@ -25,9 +25,7 @@ def lgbm_regressor(
     ... np.array([[0.11,  0.03,  0.02,  0.28,  0.08]]))
     array([[0.98]], dtype=float32)
     """
-    lgbm = LGBMRegressor(
-        verbosity=0, random_state=42
-    )
+    lgbm = LGBMRegressor(verbosity=0, random_state=42)
     lgbm.fit(features, target)
     # Predict target for test data
     predictions = lgbm.predict(test_features)
@@ -46,7 +44,7 @@ def main() -> None:
     Mean Square Error: 0.15 (approx.)
     """
     # Load Bank Marketing dataset
-    bank_data = fetch_openml(name='bank-marketing', version=1, as_frame=False)
+    bank_data = fetch_openml(name="bank-marketing", version=1, as_frame=False)
     data, target = data_handling(bank_data)
     x_train, x_test, y_train, y_test = train_test_split(
         data, target, test_size=0.25, random_state=1