Issue
I've been facing this attribute error, any ideas how I can solve it?
def model(input_shape):
model = keras.Sequential()
model.add(keras.layers.LSTM(64, input_shape=(1,9), return_sequences=True))
model.add(keras.layers.LSTM(64))
model.add(keras.layers.Dense(64, activation='relu'))
model.add(keras.layers.Dropout(0.3))
model.add(keras.layers.Dense(10, activation='softmax'))
return model
model.compile(loss='binary_crossentropy', optimizer='adam', metrics=['accuracy'])
model.summary()
AttributeError Traceback (most recent call last)
Input In [67], in <cell line: 1>()
----> 1 model.compile(loss='binary_crossentropy', optimizer='adam', metrics=['accuracy'])
2 model.summary()
AttributeError: 'function' object has no attribute 'compile'
Solution
The function and variable have the same name, causing the issue. You can either rename the variable or the function.
def model(input_shape):
model = keras.Sequential()
model.add(keras.layers.LSTM(64, input_shape=(1,9), return_sequences=True))
model.add(keras.layers.LSTM(64))
model.add(keras.layers.Dense(64, activation='relu'))
model.add(keras.layers.Dropout(0.3))
model.add(keras.layers.Dense(10, activation='softmax'))
return model
my_model = model() # your initializer
my_model.compile(loss='binary_crossentropy', optimizer='adam', metrics=['accuracy'])
my_model.summary()
Answered By - Abhinav Mathur
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