Hi. There was just a thread about neural nets yesterday: https://sourceforge.net/p/scikit-learn/mailman/scikit-learn-general/thread/554BA4ED.9010205%40gmail.com/#msg34093050
There is lasagne https://github.com/Lasagne/Lasagne and keras https://github.com/fchollet/keras and nolearn https://github.com/dnouri/nolearn and sklearn-theano https://github.com/sklearn-theano/sklearn-theano for python. (most of them built on top of theano or providing interfaces to other libraries). There is also torch for lua: http://torch.ch/ with nn for deep learning: https://github.com/torch/nn Scikit-learn will not add gpu support in the near future, so it will be of limited use for neural nets: http://scikit-learn.org/dev/faq.html#will-you-add-gpu-support Should I add this email to the faq? Cheers, Andy On 05/07/2015 11:43 PM, Jiří Fejfar wrote: > Hello, > > I am just experimenting with implementation of neural network based on > http://ufldl.stanford.edu/wiki/index.php/UFLDL_Tutorial made by the > team of Andrew Ng on Stanford. I am thinking about creating the > library covering this functionality in Python (object-oriented with > NumPy). Covering the code with tests and creating documentation. I > have some experience with http://eigen.tuxfamily.org/, so I will > eventually rewrite this library (or its parts) in C++ and create > bindings in the future. > > Do you thing it will be useful to add this functionality to > scikit-learn sometime in the future? > > There is http://sklearn-theano.github.io/feature_extraction/index.html > with similar purpose, but I found UFLDL more basic and > straightforward. It also corresponds quite well with NN described in > http://www-bcf.usc.edu/~gareth/ISL/ , which I found nice. > > Best regards, Jiří Fejfar. > > ------------------------------------------------------------------------------ > 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
