Note that Trevor already tries to automate checks for semantic compatibility by leveraging Andy's estimator checks utility when possible:
https://github.com/trevorstephens/gplearn/blob/master/gplearn/tests/test_common.py This can probably be improved (on both sides) but it's a great start! As for the name and branding I have personally no opposition. The description of the project is explicit enough: "Genetic Programming in Python, with a scikit-learn inspired API" However I would also parse "gplearn" as "Gaussian Process Learn" but I like inspiration to suggest a better name. -- Olivier ------------------------------------------------------------------------------ One dashboard for servers and applications across Physical-Virtual-Cloud Widest out-of-the-box monitoring support with 50+ applications Performance metrics, stats and reports that give you Actionable Insights Deep dive visibility with transaction tracing using APM Insight. http://ad.doubleclick.net/ddm/clk/290420510;117567292;y _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general