Misleading TabularConfig parameter in Example code

[speter00]

According to the Example usage in the documentation: https://multimodal-toolkit.readthedocs.io/en/latest/notes/introduction.html
the TabularConfig class has an init parameter called use_num_bn (in the example, it is set to False) for deciding whether to use
Batch Normalization. In the actual TabularConfig class however there is no such parameter, instead there is a numerical_bn parameter with a default value of True. There is also a kwargs parameter.

Right now, if someone follows the example code, they will mistakenly -and probably unknowingly- end up using Batch Normalization, because the use_num_bn parameter will not actually do anything (it will just be absorbed as a kwarg), and instead the default True value of numerical_bn will take effect.

The TabularConfig class's documentation is correct, only the Example section has this mistake. I advise updating the Example code with the numerical_bn parameter instead to avoid misunderstandings.

[akashsaravanan-georgian]

Hi @speter00 good catch, thanks for letting us know! We'll make sure to fix this in our next release. Feel free to send a PR if you're interested!