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[ENH] Add and Validate n_layers
, n_units
, activation
& dropout_rate
kwargs to MLPNetwork
#2338
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Thx for taking care of it.
In general:
- All parameters should be defined as private in constructor before starting anything
- the assertions and all the list checking should only be in build_network method not constructor, this will avoid causing issues on CI (check for example how fcn network is implemented)
- Also given we are parametrizing the network, the associated classifier and regressor should be parametrized as such (also docs) and use them when calling the network
- I left some other comments to check
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Closes #2337 .