Hi Jonathan, This is very interesting. However, the bar in terms of quality and scope of scikit-learn is very high. The best way to move forward is to build a package outside of scikit-learn, possibly in scikit-learn-contrib, and maybe in the longer run, consider contributing some methods to scikit-learn.
In terms of what algorithms and method can go in scikit-learn, the criteria are written here: https://scikit-learn.org/dev/faq.html#what-are-the-inclusion-criteria-for-new-algorithms Keep in mind that new methods cannot go in: scikit-learn is only for very established work. Cheers, Gaël On Tue, Jun 18, 2019 at 02:43:00PM +0200, Jonatan Gøttcke wrote: > Hi Scikit-Learn developers. > I’m a masters student in Data Mining and Machine Learning from Denmark. I’m > finishing my masters in two months time. > As a part of my thesis I’m comparing a theoretically sound and interesting > semi-supervised algorithm I came up with, to a bunch of other algorithms. The > problem was, that all of these basic graph based algorithms didn’t exist in > scikit-learn, so I’ve implemented them following a scikit-learn like > ”methodology”, but it’s not 100% compatible. Compatibility will require a bit > more work, but dependant on how much it is (I don’t know cause I’ve never > contributed to scikit-learn before), I might have time to put that in before > the deadline (or I could do it as a part of my PhD, and get that as an easy > first publication). I’m sure you are more interested in getting the basic > graph > algorithms in there, than my own interesting (and still unpublished) methods > 😉 > . > I would however love to hear if you guys are interested in getting this > contribution into scikit-learn.? > Cheers > Jonatan M. Gøttcke > CEO @ OpGo > +45 23 65 01 96 > _______________________________________________ > scikit-learn mailing list > scikit-learn@python.org > https://mail.python.org/mailman/listinfo/scikit-learn -- Gael Varoquaux Senior Researcher, INRIA http://gael-varoquaux.info http://twitter.com/GaelVaroquaux _______________________________________________ scikit-learn mailing list scikit-learn@python.org https://mail.python.org/mailman/listinfo/scikit-learn
