You mean a scikit-like interface to Theano/Tensorflow? That’s actually what skflow intends to do.
> On Mar 2, 2016, at 3:02 PM, Nadim Farhat <nadim.far...@gmail.com> wrote: > > I was just thinking the same but , how about just making pipelines to Theano > , TensorFlow ? > > On Wed, Mar 2, 2016 at 3:00 PM Sebastian Raschka <se.rasc...@gmail.com> wrote: > I am not a core developer and thus really can’t comment about the scope of > scikit-learn here :P. But I am a curious about how to implement it in > scikit-learn efficiently. I think an implementation based on Theano or > TensorFlow may be a better place for such a module (maybe skflow, which has a > scikit-like API https://github.com/tensorflow/skflow?) > > > On Mar 2, 2016, at 2:21 PM, Michał Koziarski <michalkoziar...@gmail.com> > > wrote: > > > > Hello everyone, > > > > As far as I can tell, except PyBrain (which doesn't seem to be actively > > developed) there are no reinforcement learning libraries in Python. I was > > wondering if community would be interested in using one and making it a > > part of scikit-learn. Does it lie within the scope of the project? > > > > Very raw idea is, as follows: > > - to design common interface, similar to what is used in other parts of > > scikit-sklearn; > > - to implement established RL algorithms, reliant heavily on estimators > > available in scikit-learn; > > - and to prepare practical examples of what RL can be used for, to both > > supplement documentation and encourage people not yet familiar with RL to > > experiment with it in their own projects. > > > > Once again, I would mostly like to know whether it event lies within the > > scope of the project, or if it just won't be added because of project > > philosophy. Other than that, I would obviously appreciate any feedback. > > > > About me: I am a last master's CS student. My research interests involve > > machine learning in general and reinforcement learning in particular; this > > year I hope to start my PhD on the latter. My master's thesis revolves > > around transfer learning in RL. I have experience with programming in > > industry and on large projects. > > > > Cheers, > > Michał > > ------------------------------------------------------------------------------ > > Site24x7 APM Insight: Get Deep Visibility into Application Performance > > APM + Mobile APM + RUM: Monitor 3 App instances at just $35/Month > > Monitor end-to-end web transactions and take corrective actions now > > Troubleshoot faster and improve end-user experience. Signup Now! > > http://pubads.g.doubleclick.net/gampad/clk?id=272487151&iu=/4140_______________________________________________ > > Scikit-learn-general mailing list > > Scikit-learn-general@lists.sourceforge.net > > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > > > ------------------------------------------------------------------------------ > Site24x7 APM Insight: Get Deep Visibility into Application Performance > APM + Mobile APM + RUM: Monitor 3 App instances at just $35/Month > Monitor end-to-end web transactions and take corrective actions now > Troubleshoot faster and improve end-user experience. Signup Now! > http://pubads.g.doubleclick.net/gampad/clk?id=272487151&iu=/4140 > _______________________________________________ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > ------------------------------------------------------------------------------ > Site24x7 APM Insight: Get Deep Visibility into Application Performance > APM + Mobile APM + RUM: Monitor 3 App instances at just $35/Month > Monitor end-to-end web transactions and take corrective actions now > Troubleshoot faster and improve end-user experience. Signup Now! > http://pubads.g.doubleclick.net/gampad/clk?id=272487151&iu=/4140_______________________________________________ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general ------------------------------------------------------------------------------ Site24x7 APM Insight: Get Deep Visibility into Application Performance APM + Mobile APM + RUM: Monitor 3 App instances at just $35/Month Monitor end-to-end web transactions and take corrective actions now Troubleshoot faster and improve end-user experience. Signup Now! http://pubads.g.doubleclick.net/gampad/clk?id=272487151&iu=/4140 _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
