On 09/13/2017 01:18 PM, Thomas Evangelidis wrote:
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Thanks again for the clarifications Sebastian!

Keras has a Scikit-learn API with the KeraRegressor which implements the Scikit-Learn MLPRegressor interface:

https://keras.io/scikit-learn-api/

Is it possible to change the loss function in KerasRegressor? I don't have time right now to experiment with hyperparameters of new ANN architectures. I am in urgent need to reproduce in Keras the results obtained with MLPRegressor and the set of hyperparameters that I have optimized for my problem and later change the loss function.

I think using keras is probably the way to go for you.
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