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

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

Author: pre-commit-ci[bot]

neural_network/radial_basis_function_neural_network.py

@@ -82,7 +82,7 @@ def _compute_rbf_outputs(self, input_data: np.ndarray) -> np.ndarray:
                    [0.60653066, 1.        ]])
         """
         assert self.centers is not None, "Centers initialized before computing outputs."
-        
+
         rbf_outputs = np.zeros((input_data.shape[0], self.num_centers))
         for i, center in enumerate(self.centers):
             for j in range(input_data.shape[0]):
@@ -161,4 +161,3 @@ def predict(self, input_data: np.ndarray) -> np.ndarray:
     # Predict using the trained model
     predictions = rbf_nn.predict(X)
     print("Predictions:\n", predictions)
-