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I want to merge two LSTM models in Keras. I have seen many examples of importing Merge as:
from keras.layers import Merge
When I do this, I get an import error.
ImportError: cannot import name 'Merge'.
Has there been some refactor and now Merge is elsewhere?
459
As of keras 2, the module keras.layers.merge doesn't have a generic public Merge -Layer. Instead you are supposed to import the subclasses like keras.layers.Add or keras.layers.Concatenate etc. directly (or their functional interfaces with the same names lowercase: keras.layers.add, keras.layers.concatenate etc.).
tf.keras.layers.Concatenate(axis=-1, **kwargs) Layer that concatenates a list of inputs. It takes as input a list of tensors, all of the same shape except for the concatenation axis, and returns a single tensor that is the concatenation of all inputs.
keras.layers.Multiply () It is the layer that performs element-wise multiplication operation on a list of inputs by taking the similar shape of the tensors list as an input and returns an individual tensor of the same shape.
As of keras 2, the module keras.layers.merge doesn't have a generic public Merge-Layer. Instead you are supposed to import the subclasses like keras.layers.Add or keras.layers.Concatenate etc. directly (or their functional interfaces with the same names lowercase: keras.layers.add, keras.layers.concatenate etc.).
See what types of merging layers exist in the keras docs
59
from keras.layers import InputLayer, Activation, Merge, Concatenate,Input
write to below code:only change small letter(merge)
from keras.layers import InputLayer, Activation, merge, Concatenate,Input
Cause : case sensitive
change it
from keras.layers import Merge
to
from keras.layers import merge
1
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