Looking at pyproject, it is great how there are very few dependencies!
Though, I think it is not entirely perfect. For intsance, GFO implies sklearn, so sklearn always gets installed, not just when the integrations dep set is added.
I would suggest to move to a dependency isolation setup, where GFO also also gets isolated as a softdep, that way we can also avoid sklearn.
This would be easily possible with #93, if the skbase based design is adopted, and dependencies are tracked and isolated within the optimizers.
Looking at
pyproject, it is great how there are very few dependencies!Though, I think it is not entirely perfect. For intsance, GFO implies sklearn, so sklearn always gets installed, not just when the
integrationsdep set is added.I would suggest to move to a dependency isolation setup, where GFO also also gets isolated as a softdep, that way we can also avoid sklearn.
This would be easily possible with #93, if the
skbasebased design is adopted, and dependencies are tracked and isolated within the optimizers.