Check out auto-sklearn and the datasets they use, as well as tpot and this pr: https://github.com/scikit-learn/scikit-learn/pull/5185
On 12/20/2015 12:37 PM, olologin wrote: > Hi folks. > > I'm seeking for hard examples of hyperparameter search problem. I've > just implemented scikit-learn compatible grid search, based on simple > genetic algorithm, and it works too good, maybe due to easy task (It > finds best solution after 1-2 epoch), because i can't make good and hard > example of such problem with complex hyperparameter function (Hmm, maybe > it's because ML methods are mostly designed to be robust with respect to > hyperparameters :) ) > > So if someone has example of hard problem - please, give some links. > > ------------------------------------------------------------------------------ > _______________________________________________ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general ------------------------------------------------------------------------------ _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
