Explain Predictions with Deep learning model in python Script

varunm1
New Altair Community Member
Hello,
I am writing this to check if anyone tried to use explain predictions operator with a deep learning model developed in python using Execute python script?
I am not sure if this works but I tried and I am getting an error near the model input of explain predictions operator. I am returning model and connecting it to Explain predictions
I might be trying something crazy here
Attached dataset and process rmp file. @lionelderkrikor @hughesfleming68
Thanks for your help
Varun
I am writing this to check if anyone tried to use explain predictions operator with a deep learning model developed in python using Execute python script?
I am not sure if this works but I tried and I am getting an error near the model input of explain predictions operator. I am returning model and connecting it to Explain predictions
Wrong input of type 'File' at port 'model'. Expected type 'Model'
I might be trying something crazy here

Attached dataset and process rmp file. @lionelderkrikor @hughesfleming68
Thanks for your help
Varun
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Comments
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Hi Varun. Is this a Keras/Tensorflow model that you are bringing in the with the read Keras operator from the DL4J extension? I am not sure when I will be able to look at your process so just guessing. Try saving the model and bringing it in that way.1
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Hello Alex,
This is a keras model I built in python. I am not aware of "Read Keras" operator. I will try and update this thread.
Thank you0 -
Hello Alex,
I tried saving the model into the hdf5 format. Once this is done I tried to retrieve it and use read keras operator but this operator is not giving model output. I am attaching the processes and dataset in this. Please take a look when you have time. I will keep trying as well.
Not sure if simpleRNN in keras is the reason for this issue.
@pschlunder your inputs are appreciated.
Thank you0 -
Hi @varunm1 ,Explain Predictions needs an RM Model object. it cannot work with python models (yet).Best,Martin1
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Does "Read Keras Model" operator which is part of deep learning extension convert keras model to DL4J? I am trying this. First store model in hdf5 and then use read keras to convert to dl4j and apply explain predictions.
I thought read keras model operator is not working(unable to convert to dl4j) for my model because I am using SimpleRNN layer in keras which I don't see in our Deep learning extension.0 -
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