Is your feature request related to a problem? Please describe.
Instead of manually trying every possible fusion techniques, it’d be nice to be able to grid-search all of them, as optimize_fusion is already doing for fusion hyperparameters (e.g. weights in wsum).
Describe the solution you'd like
Allow to pass List[str] instead of str for norm and method parameters.
Then do something like:
for norm in norms:
for method in methods:
optimize_fusion_current_behavior(*args, norm=norm, method=method, **kwargs)
The trick is to report the results in a readable manner.
I am aware of that, but I think the users should be aware of the normalization strategies and fusion methods they are using.
Therefore, I do not plan to add this feature any time soon.
Is your feature request related to a problem? Please describe. Instead of manually trying every possible fusion techniques, it’d be nice to be able to grid-search all of them, as
optimize_fusion
is already doing for fusion hyperparameters (e.g. weights inwsum
).Describe the solution you'd like Allow to pass
List[str]
instead ofstr
fornorm
andmethod
parameters. Then do something like:The trick is to report the results in a readable manner.