CODEWITHSUNDEEP
machine-learningneural-networkdeep-learningkerasrecurrent-neural-network
OSM
OSM

Reputation: 439

One to many LSTM in Keras

Is it possible to implement a one-to-many LSTM in Keras?
If yes, can you please provide me with a simple example?

Upvotes: 8

Views: 2531

Answers (1)

Marcin Możejko
Marcin Możejko

Reputation: 40516

It's possible with a RepeatVector layer. For example:

model = Sequential()
model.add(Dense(10, input_shape=(1))
model.add(RepeatVector(10))
model.add(LSTM(1, return_sequences=True))

Then - the input shape is (1) and the output is (10, 1).

Upvotes: 7

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