Hello Siddharth Sorry for the late reply.
The list in the link you provide seems to be very eclectic, some methods being very different than others in nature, only having in common the fact that they can do dimensionality reduction. I think that a solid GSoC proposal should be very specific. Among the algorithms in the list that we don't have (and maybe not only from the list), you should choose the ones that you think would be most useful and that you can understand best. It would help greatly if you have "hidden interests" to use your implementation in the future for your own work. Could you please clarify about what specific algorithms you would be interested in, and which ones you are most familiar with? Yours, Vlad On Fri, Apr 12, 2013 at 7:14 PM, Siddharth <[email protected]> wrote: > Hi, > > I am currently pursuing MS by Research in the field of image processing and > machine learning at IIIT- Hyderabad, India. I am interested in working for > Scikit-learn this summer in a GSoC project. > > I propose to implement techniques for dimensionality reduction and metric > learning which are currently missing in scikit-learn. > > http://homepage.tudelft.nl/19j49/Matlab_Toolbox_for_Dimensionality_Reduction.html > > Some of the techniques mentioned in the above link have not been > implemented. I think this will be a good addition to scikit-learn. > > There are also many kernel functions which have not been implemented. > > http://crsouza.blogspot.in/2010/03/kernel-functions-for-machine-learning.html > > What are your views about this? > > Best Regards, > Siddharth > > -- > Live as if you were to die tomorrow. Learn as if you were to live forever - > M K Gandhi > > ------------------------------------------------------------------------------ > Precog is a next-generation analytics platform capable of advanced > analytics on semi-structured data. The platform includes APIs for building > apps and a phenomenal toolset for data science. Developers can use > our toolset for easy data analysis & visualization. Get a free account! > http://www2.precog.com/precogplatform/slashdotnewsletter > _______________________________________________ > Scikit-learn-general mailing list > [email protected] > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > ------------------------------------------------------------------------------ Try New Relic Now & We'll Send You this Cool Shirt New Relic is the only SaaS-based application performance monitoring service that delivers powerful full stack analytics. Optimize and monitor your browser, app, & servers with just a few lines of code. Try New Relic and get this awesome Nerd Life shirt! http://p.sf.net/sfu/newrelic_d2d_apr _______________________________________________ Scikit-learn-general mailing list [email protected] https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
