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orico/Normalize.py

Created April 18, 2018 14:54
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Normalize.py
class Normalize(object):
def normalize(self, X_train, X_val, X_test):
self.scaler = MinMaxScaler()
X_train = self.scaler.fit_transform(X_train)
X_val = self.scaler.transform(X_val)
X_test = self.scaler.transform(X_test)
return (X_train, X_val, X_test)
def inverse(self, X_train, X_val, X_test):
X_train = self.scaler.inverse_transform(X_train)
X_val = self.scaler.inverse_transform(X_val)
X_test = self.scaler.inverse_transform(X_test)
return (X_train, X_val, X_test)
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