Re: [Scikit-learn-general] Possible bug in SGD with L1 regularization and question

2011-11-18 Thread Mathieu Blondel
On Wed, Nov 9, 2011 at 4:37 AM, Peter Prettenhofer wrote: > Unfortunately, I'm not that familiar with "SGD-L1 (Clipped + > Lazy-Update)" either - I just quickly skimmed over a technical report > of Bob [1]. I agree with your description: it seems to me that the > major difference is the fact that

[Scikit-learn-general] Forests of randomized trees pull request

2011-11-18 Thread Gilles Louppe
Hi list, I would like to ask for comments on the forests of randomized trees pull request that I have been working on for the past few weeks. I think it is ready for merge. This pull request is the first in scikit-learn to concern ensemble methods and includes two important tree-based algorithms

Re: [Scikit-learn-general] feedback on sklearn inria teaser slides

2011-11-18 Thread Alexandre Gramfort
> Just a nitpick: those aren't MNIST digits :) The digits dataset that sklearn > bundles is some other much lower dimensional thing. > > Also, if there's a way to turn off the image smoothing on that slide I'd do > it (the only way I know of is to use matshow, with fignum=0 to stuff it in a > su

Re: [Scikit-learn-general] feedback on sklearn inria teaser slides

2011-11-18 Thread David Warde-Farley
Just a nitpick: those aren't MNIST digits :) The digits dataset that sklearn bundles is some other much lower dimensional thing. Also, if there's a way to turn off the image smoothing on that slide I'd do it (the only way I know of is to use matshow, with fignum=0 to stuff it in a subplot). Ri

Re: [Scikit-learn-general] Off to India

2011-11-18 Thread Andreas Müller
Hi Gael. Thanks for all your effords for the sprint! I hope you have a good time in India. See you in Spain. Cheers, Andy - Ursprüngliche Mail - Von: "Gael Varoquaux" An: scikit-learn-general@lists.sourceforge.net Gesendet: Freitag, 18. November 2011 01:53:04 Betreff: [Scikit-learn-gener

Re: [Scikit-learn-general] Fwd: sklearn pairwise_distances( sparse, sparse, l1 ) ?

2011-11-18 Thread denis
Sklearn folks, imho the Right Thing for dense / sparse distances would be to combine 1) cython for L1 L2 Linf( dense, dense ) _distance_p in http://svn.scipy.org/svn/scipy/trunk/scipy/spatial/ckdtree.pyx ~ 20 lines 2) pure python to expand sparse todense. I believe -- correct me -- t

Re: [Scikit-learn-general] feedback on sklearn inria teaser slides

2011-11-18 Thread Fabian Pedregosa
Very nice slices, [nitpicking] the logo in the upper left side is a bit pixelized, you should use the svg version which scales more gratefully. [/nitpicking] Fabian On Thu, Nov 17, 2011 at 9:27 PM, Alexandre Gramfort wrote: >>> http://dl.dropbox.com/u/2140486/sklearn_gramfort_inria_dec_2011.pdf

Re: [Scikit-learn-general] Possible bug about RidgeClass​ifier and a question about Tree

2011-11-18 Thread Fabian Pedregosa
On Thu, Nov 17, 2011 at 1:23 AM, SK Sn wrote: > Hi there, > > (This may be a duplication. The same message sent two hours ago seems lost > by the mailing server, so I resend.) > > I experienced abnormal behaviors of RidgeClassifier in context of text > classification. > > Test setup: ~800 document