I am not one of the core developers, just a typical user, but although I think that neural nets would be a nice addition, I have to admit that I wouldn't count them as top priority. I think that in applications, neural networks require far more flexibility for tweaking than the "classic" off-the-shelve learning algorithms currently implemented in scikit-learn. I think that it really requires a lot of planning to implement them in a way that allows a user certain flexibility. To me, neural nets are more of an "research tool" in contrast to the currently implemented algos in scikit-learn. I really would like to see some way of implementing frameworks for neural networks in some useful way in scikit-learn, but I can understand that it would really require a different API, a lot of planning, and a lot of work. Also, there are many attempts to implement neural nets already, like pylearn2, lasagne, and all the other theano wrappers
> On May 6, 2015, at 11:15 PM, 赵孽 <snakehunt2...@gmail.com> wrote: > > I used to seeking neural network algorithms in sklearn, but I just found a > RBF in it. > There are plenty of Neural Network algorithms, why dose we only support RBF > which is not even a typical neural network ? > I thought the neural networks should be the largest family amount sklearn > algoritms, but it is far smaller than embedings, far smaller than SVMs. > ------------------------------------------------------------------------------ > 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 ------------------------------------------------------------------------------ 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
