Solution: LSTM in JAX and Flax

Let’s review the solution.

Let’s look at the solution for each function one by one.

LSTM model

As we saw in previous lessons, the LSTM model contains the following layers:

  • An Embedding layer with the same number of features and length as defined in the vectorization layer
  • LSTM layers that pass data in one direction as specified by the reverse argument
  • A couple of Dense layers
  • A final Dense output layer

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