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Update auto_encoder.py #569

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Update auto_encoder.py #569

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6 changes: 3 additions & 3 deletions pyod/models/auto_encoder.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,12 +22,12 @@
from keras.models import Sequential
from keras.layers import Dense, Dropout
from keras.regularizers import l2
from keras.losses import mean_squared_error
from keras.losses import MeanSquaredError
else:
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, Dropout
from tensorflow.keras.regularizers import l2
from tensorflow.keras.losses import mean_squared_error
from tensorflow.keras.losses import MeanSquaredError


# noinspection PyUnresolvedReferences,PyPep8Naming,PyTypeChecker
Expand Down Expand Up @@ -135,7 +135,7 @@ class AutoEncoder(BaseDetector):

def __init__(self, hidden_neurons=None,
hidden_activation='relu', output_activation='sigmoid',
loss=mean_squared_error, optimizer='adam',
loss=MeanSquaredError, optimizer='adam',
epochs=100, batch_size=32, dropout_rate=0.2,
l2_regularizer=0.1, validation_size=0.1, preprocessing=True,
verbose=1, random_state=None, contamination=0.1):
Expand Down
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