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Make the AverageLearner only return new points ...

Bas Nijholt requested to merge average_learner_improvements into master

and introduce learner.pending_points to make it more similar to the rest of Adaptive.

I've added a test that will fail with the current master.

Edited by Bas Nijholt

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