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