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microsoft / causica

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ICGNN #108

Open jhleonjg opened 2 weeks ago

jhleonjg commented 2 weeks ago

Hi guys,

I was tying to ICGNN within causica as follows: I have executed: !pip install causica that loads fine.

but when I try to import ICGNN as below it fails.

from causica.functional_relationships import ICGNN

NameError Traceback (most recent call last) in <cell line: 13>() 11 12 #Define the functional module ---> 13 icgnn = ICGNN( 14 variables=tensordict_shapes(dataset_train), 15 embedding_size=8, #32,

NameError: name 'ICGNN' is not defined

Could you please help to investigate what happen with the ICGNN module ? has been deprecated, what old version of Causica has it ? if so what is the alternative ? How should I use it ?

Many thanks,

Jose.

jhleonjg commented 1 week ago

Hi guys, I have noticed that Causica version 0.2.0 is deprecated, but by installing version 0.3.0 I have it working. I have a follow up question, how can I tune the hyperparameters of the ICGNN network ? in the latest version of Causica there is a new neural network called DECIEmbedNN. Could you please give me an example how to use this new Neural Network ? I find it difficult to understand what this network does and how to tune its hyperparameters.