scikit-learn-contrib / DESlib

A Python library for dynamic classifier and ensemble selection
BSD 3-Clause "New" or "Revised" License
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Multi datasets features into DESlib #266

Open pierremarcthibault opened 2 years ago

pierremarcthibault commented 2 years ago

This PR allows to use DESlib with multiples datasets. In simple terms, instead of using data with the next shape (samples x dimensions), we can use data with this shape (datasets x samples x dimensions). It's useful when we have different types of data for the same samples.

It's not compatible with all techniques, lacks some static techniques, but it is for a lot of them. Some checks in base.py have been disabled to make the feature works. Finally, some code has been let unfinished or blank as all normal technique features were not required in the original research it came from.