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[MRG + 1] ENH Do not materialise CV splits when unnecessary (#7941)
* ENH Parallelize by candidates first then by splits. * ENH do not materialize a cv iterator to avoid memory blow ups.
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* ENH Parallelize by candidates first then by splits. * ENH do not materialize a cv iterator to avoid memory blow ups.