[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/real_time_encoder_transformer.py

@@ -38,8 +38,7 @@ def forward(self, time_steps: np.ndarray) -> np.ndarray:
         >>> out.shape
         (1, 3, 4)
         """
-      
-        
+
         linear = self.w0 * time_steps + self.b0
         periodic = np.sin(time_steps * self.w[:, None, :] + self.b[:, None, :])
         return np.concatenate([linear, periodic], axis=-1)