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hub / github.com/RolnickLab/climart / normalize

Method normalize

climart/data_transform/normalization.py:140–143  ·  view source on GitHub ↗
(self, data, *args, **kwargs)

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138 self.z_normalizer = Z_Normalizer(mean, std)
139
140 def normalize(self, data, *args, **kwargs):
141 normalized_data = np.log(data + 1e-5)
142 normalized_data = self.z_normalizer.normalize(normalized_data)
143 return normalized_data
144
145 def inverse_normalize(self, normalized_data):
146 data = self.z_normalizer.inverse_normalize(normalized_data)

Callers

nothing calls this directly

Calls 1

normalizeMethod · 0.45

Tested by

no test coverage detected