RNN - create_and_compile_model

[AVPokrovsky]

Hi, when I set up create_and_compile_model parameters recurrent_units and dense_units, should I consider someway my lags and steps values? Is there any rules or recommendations?

[FernandoCarazoMelo]

Hi @AVPokrovsky ,

The create_and_compile_model function creates all the logic for your RNN forecaster model.

lags and steps are independent of recurrent_units and dense_units. The general rule is that the more steps you want to predict, the more model parameters you need. Both recurrent_units and dense_units increase the number of parameters. You need to iterate by examining the model's learning curve and checking for overfitting, as shown in the documentation.

[AVPokrovsky]

Ок