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EarlyStopping: New loss has to be less than best value

Vicentini Filippo requested to merge github/fork/VolodyaCO/hotfix/volodyaco/early-stopping-best-iteration into master

Created by: VolodyaCO

This is just a quick fix of the EarlyStopping callback.

Before, the energy could get stuck in a local minimum and never change. The EarlyStopping wouldn't stop optimisation, even if the loss didn't improve for its given patience.

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