BlueBrain / BluePyOpt

Blue Brain Python Optimisation Library
https://bluepyopt.readthedocs.io/en/latest/
Other
198 stars 96 forks source link

Modify the way the starting centroids are generated for CMA #448

Closed DrTaDa closed 1 year ago

DrTaDa commented 1 year ago

The goal of this PR is to avoid the over-exploration of the border of the parameter space, especially at initialisation.

wvangeit commented 1 year ago

So this will be a change that breaks backward compatibility, right? In essence I want to avoid that all cost in BluePyOpt. I guess now it could be acceptable because I assume the use of CMA is still limited to very few people. If we do it, we should at least update the version number of bluepyopt so that the changed version could be 'easily' recognized by users when needed.

DrTaDa commented 1 year ago

Ok. I will do that. I put the PR back as a draft because I am still investigating if these changes are really worth it.

DrTaDa commented 1 year ago

Not relevant anymore