| 120 | |
| 121 | |
| 122 | class LogNormalizer(NormalizationMethod): |
| 123 | def normalize(self, data, *args, **kwargs): |
| 124 | normalized_data = self(data) |
| 125 | return normalized_data |
| 126 | |
| 127 | def inverse_normalize(self, normalized_data): |
| 128 | data = np.exp(normalized_data) |
| 129 | return data |
| 130 | |
| 131 | def __call__(self, data: np.ndarray, *args, **kwargs): |
| 132 | return np.log(data) |
| 133 | |
| 134 | |
| 135 | class LogZ_Normalizer(NormalizationMethod): |