Re: [Scikit-learn-general] Scikit-Learn for android

2014-01-19 Thread Peter Prettenhofer
The structure of most learning algorithms is pretty simple (eg. linear models or decision tree ensembles). A linear classifier for text classification could be simply converted into a python dictionary where the keys are terms and values are the coefficients (``coef_``) of the linear classifier - u

Re: [Scikit-learn-general] Google Summer of Code 2014

2014-01-19 Thread Şükrü Bezen
First of all, hi everyone, As Manoj mentioned, last year I applied with my collaborative filtering idea and not accepted mainly because I did not commit to the project. This year I will apply again and I have a few project ideas (I won't be avoiding the commits this time). I am writing my thesis

Re: [Scikit-learn-general] Scikit-Learn for android

2014-01-19 Thread Pablo Rozas Larraondo
A different approach to PMML is this project to expose Machine Learning as a Service through a RESTful API. There is a sample in the website exposing scikit and weka models: http://psi.cecs.anu.edu.au/ I agreee with Vlad that consuming machine learning as an external service to the android app wou

Re: [Scikit-learn-general] Scikit-Learn for android

2014-01-19 Thread Joel Nothman
> Do you have any specific use case in mind for running scikit-learn on > Android? Maybe an interesting and more useful project instead would be > to implement PMML (Predictive Model Markup Language) exporters. Yes, I thought in this direction too (although last time I looked at PMML I got scared

[Scikit-learn-general] Internal connectivity in sklearn.cluster.Ward

2014-01-19 Thread Sanmi
Hi All, I am using Ward agglomeration with a connectivity matrix for reducing the dimensionality of my features. After agglomeration. I would like to compute the resulting connectivity matrix i.e. between the agglomerated features. Is there a straightforward way to compute it? -- Regards, Sanmi

Re: [Scikit-learn-general] Scikit-Learn for android

2014-01-19 Thread Vlad Niculae
I don't think Weka (at least the interesting parts of it) could run on Android either. I don't really foresee the whole Scipy stack running on Android; maybe one day when all dependencies are rewritten in PyPy and are faster and still 100% compatible... One thing that would be possible (but I d

Re: [Scikit-learn-general] Scikit-Learn for android

2014-01-19 Thread Tejas Nikumbh
@pablo Thanks for the input on weka. I'll look into it. Do you have any experience with it? Good/bad? @Oliver Haha. Well I know its kinda ambitious, was clear from the discussions on gmane. Thanks anyways! On Mon, Jan 20, 2014 at 5:06 AM, Pablo Rozas Larraondo < p.rozas.larrao...@gmail.com> wrote

Re: [Scikit-learn-general] Scikit-Learn for android

2014-01-19 Thread Pablo Rozas Larraondo
As Android is most Java based, what about using Weka, an older Java based library for machine learning... On 20 January 2014 10:03, Tejas Nikumbh wrote: > Hi guys, > > Is there a way we can utilise scikit-learn in android based projects? > If not , does this sound like a good idea for a pr

Re: [Scikit-learn-general] Scikit-Learn for android

2014-01-19 Thread Olivier Grisel
2014/1/20 Tejas Nikumbh : > Hi guys, > > Is there a way we can utilise scikit-learn in android based projects? AFAIK, no. > If not , does this sound like a good idea for a project [possibly a gsoc > project]? What might be the hurdles associated? Trying to build scipy and its fortran build

[Scikit-learn-general] Scikit-Learn for android

2014-01-19 Thread Tejas Nikumbh
Hi guys, Is there a way we can utilise scikit-learn in android based projects? If not , does this sound like a good idea for a project [possibly a gsoc project]? What might be the hurdles associated? Any productive discussions appreciated! Thankyou, -- Tejas Nikumbh, Fourth Year Undergradu

Re: [Scikit-learn-general] Contributing ensemble selection

2014-01-19 Thread magellane a
Hi I was interested in the implementation of *stacking ensemble meta-estimator*for the scikit-learn project, and as suggested by a previous email on the mailing list I've gone through the source-code of scikit-learn in general and the source code of ensemble methods in specific. I want to start wor

Re: [Scikit-learn-general] Google Summer of Code 2014

2014-01-19 Thread Manoj Kumar
Hi Gael, Thanks for the reply. I had posted on the list about the Gaussian Mixture Model project over here http://sourceforge.net/mailarchive/message.php?msg_id=31860906 too. (Your name was listed as a potential mentor), . I understand that you are incredibly busy, but it would be great if you or

Re: [Scikit-learn-general] Google Summer of Code 2014

2014-01-19 Thread Gael Varoquaux
Hi Manoj, Thanks a lot for your contributions to scikit-learn, and for stepping up to propose a GSOC. Let me give some high-level answers, as I am now too busy to get in the details, and we have a fantastic team that does it very well. As you have seen from the answers that you got to your email,