athena.utils.Normalizer.fit_transform¶
-
Normalizer.fit_transform(inputs)[source]¶ Return corresponding points shifted and scaled to [-1, 1]^n_params.
- Parameters
inputs (numpy.ndarray) – contains all input points to normalize. The shape is n_samples-by-n_params. The components of each row of inputs should be between self.lb and self.ub.
- Returns
the normalized inputs. The components of each row should be between -1 and 1.
- Return type