ICGNN

[jhleonjg]

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]

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.