I've done some work recently on GPs, which addresses some of the
discussed issues. A pull-request containing this code can be found under
https://github.com/scikit-learn/scikit-learn/pull/4270
Feedback would be very welcome.

Best,
Jan

On 25.11.2014 18:56, Kyle Kastner wrote:
> Gradient based optimization (I think this might be related to the
> recent variational methods for GPs) would be awesome.
>
> On Tue, Nov 25, 2014 at 12:54 PM, Mathieu Blondel
> <math...@mblondel.org <mailto:math...@mblondel.org>> wrote:
>
>
>
>     On Wed, Nov 26, 2014 at 2:37 AM, Andy <t3k...@gmail.com
>     <mailto:t3k...@gmail.com>> wrote:
>
>
>         What I think would be great to have is gradient based
>         optimization of
>         the kernel parameters
>
>
>     +1
>
>     This is one of the most appealing features of GPs IMO.
>
>     Mathieu
>
>     
> ------------------------------------------------------------------------------
>     Download BIRT iHub F-Type - The Free Enterprise-Grade BIRT Server
>     from Actuate! Instantly Supercharge Your Business Reports and
>     Dashboards
>     with Interactivity, Sharing, Native Excel Exports, App Integration
>     & more
>     Get technology previously reserved for billion-dollar
>     corporations, FREE
>     
> http://pubads.g.doubleclick.net/gampad/clk?id=157005751&iu=/4140/ostg.clktrk
>     _______________________________________________
>     Scikit-learn-general mailing list
>     Scikit-learn-general@lists.sourceforge.net
>     <mailto:Scikit-learn-general@lists.sourceforge.net>
>     https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
>
>
>
>
> ------------------------------------------------------------------------------
> Download BIRT iHub F-Type - The Free Enterprise-Grade BIRT Server
> from Actuate! Instantly Supercharge Your Business Reports and Dashboards
> with Interactivity, Sharing, Native Excel Exports, App Integration & more
> Get technology previously reserved for billion-dollar corporations, FREE
> http://pubads.g.doubleclick.net/gampad/clk?id=157005751&iu=/4140/ostg.clktrk
>
>
> _______________________________________________
> Scikit-learn-general mailing list
> Scikit-learn-general@lists.sourceforge.net
> https://lists.sourceforge.net/lists/listinfo/scikit-learn-general


-- 
 Jan Hendrik Metzen,  Dr.rer.nat.
 Team Leader of Team "Sustained Learning"

 Universität Bremen und DFKI GmbH, Robotics Innovation Center
 FB 3 - Mathematik und Informatik
 AG Robotik
 Robert-Hooke-Straße 1
 28359 Bremen, Germany


 Tel.:     +49 421 178 45-4123
 Zentrale: +49 421 178 45-6611
 Fax:      +49 421 178 45-4150
 E-Mail:   j...@informatik.uni-bremen.de
 Homepage: http://www.informatik.uni-bremen.de/~jhm/

 Weitere Informationen: http://www.informatik.uni-bremen.de/robotik

------------------------------------------------------------------------------
Download BIRT iHub F-Type - The Free Enterprise-Grade BIRT Server
from Actuate! Instantly Supercharge Your Business Reports and Dashboards
with Interactivity, Sharing, Native Excel Exports, App Integration & more
Get technology previously reserved for billion-dollar corporations, FREE
http://pubads.g.doubleclick.net/gampad/clk?id=190641631&iu=/4140/ostg.clktrk
_______________________________________________
Scikit-learn-general mailing list
Scikit-learn-general@lists.sourceforge.net
https://lists.sourceforge.net/lists/listinfo/scikit-learn-general

Reply via email to