Recently I was trying to make a deep neural network in KNIME with Keras. I am aware about RMSprop and have already tested its export in PMML but I was wondering whether we would export any Keras model to PMML. And if yes, then how. I am ware that we can write the Keras model as the .model with the “Model Writer” node. But, I want in PMML format. And still, if Keras is not possible with PMML for some reason, then are there any alternatives in KNIME to make the deep network and then export as PMML? Thank you.

@aayushsmarten I do not think this is possible. You might want to explore further alternatives: [image] Can we save a deep learning model as PMML in KNIME? KNIME Analytics Platform @somnathdas76 I don’t think that is possible. https://forum.knime.com/t/when-to-use-pmml-model-appender-and-pmml-transformation-appender/44890/7?u=mlauber71 The KNIME deep learning integrations do have special formats - that should also work in Python environments. https://forum.knime.com/t/attributeerror-module-keras-optimizers-has-no-attribute-adam/38461/3?u=mlauber71 https://forum.knime.com/t/help-with-tensorflow/45185/3?u=mlauber71 [image] mlauber71/Public – kn_example_deeplearning_keras_tensorflow_classification A large collection of KNIME workflows for version up to 4.7. In the /forum/ subfolder are some examples for questions from the forum from 2021 and before – contains 8 items

Is it possible to export Keras model or any deep learning model as PMML?

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mlauber71 August 10, 2022, 12:20pm 2

@aayushsmarten I do not think this is possible. You might want to explore further alternatives: