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Update SMAC, ConfigSpace, Pynisher #1618
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Builds of update to scikit-learn in #1611.
Attempts to update all the core dependencies of AutoSklearn and likely leads to some API changes.
One major not is that this PR is currently locking SMAC at
smac==2.0.0a2
so that we work against the latest changes there. This should be relaxed once SMAC is stable at2.0
. This was done not to just update to1.4
and then have to repeat work once smac is stable.