Hi Andreas,
That's great! Thanks!
We mention mldata in the description. OpenML does a lot more than sharing
datasets, it's a complete open science platform: you can share complete
experiments (data, code, results), and it automatically links all datasets,
algorithms, and results together. Experiments are reproducible, comparable
and you can directly build on them.
Does SKLearn have anything like that?
Also, is anyone else interested in mentoring to help Andreas?
Thanks,
Joaquin
On Wed, Mar 11, 2015 at 9:11 PM Andreas Mueller <t3k...@gmail.com> wrote:
> Hi Jaoquin.
> I think this sounds like a great project.
> I remember there being similar efforts earlier, like mldata.
> Anyhow, if you have mentors from the openml project, I'd be happy to
> co-mentor from the sklearn side (possibly not full-on mentor, depending on
> how many scikit-learn projects we will do).
>
> Best,
> Andreas
>
>
>
> On 03/11/2015 06:27 AM, Joaquin Vanschoren wrote:
>
> Dear SKLearn people,
>
> I'm new here, so here's a short intro: I am a machine learning research
> and I am setting up OpenML.org, a platform to share ML experiments online,
> including data, code, and results (models, predictions). It is meant as a
> collaboration performance (collaborative model building) and to build on
> other people's experiments for larger studies or better comparisons. More
> info here: http://www.openml.org
>
> OpenML has a REST API that allows you to upload/download datasets, code
> and experiments. Right now, we have interfaces for Java and R, but only a
> preliminary module to interact with Python and SKLearn. We've been using
> Python and IPython notebooks to pull down data and experiments from OpenML
> and do analyses. There is a lot of opportunity here to do great work, but
> also some coding ahead to make everything run smoothly.
>
> The Google Summer of Code would be a very good opportunity to push this
> forward, and I'm planning to submit a plan to the Python Software
> Foundation. I have quickly written a description on the OpenML/Python wiki:
> https://github.com/openml/python/wiki/Google-Summer-of-Code-ideas-page
>
> We are still looking for good mentors, would any of you be interested in
> this? Also feel free to edit the wiki and add more ideas :).
>
> Many thanks,
> Joaquin
>
>
> ------------------------------------------------------------------------------
> Dive into the World of Parallel Programming The Go Parallel Website, sponsored
> by Intel and developed in partnership with Slashdot Media, is your hub for all
> things parallel software development, from weekly thought leadership blogs to
> news, videos, case studies, tutorials and more. Take a look and join the
> conversation now. http://goparallel.sourceforge.net/
>
>
>
> _______________________________________________
> Scikit-learn-general mailing
> listScikit-learn-general@lists.sourceforge.nethttps://lists.sourceforge.net/lists/listinfo/scikit-learn-general
>
>
> ------------------------------------------------------------
> ------------------
> Dive into the World of Parallel Programming The Go Parallel Website,
> sponsored
> by Intel and developed in partnership with Slashdot Media, is your hub for
> all
> things parallel software development, from weekly thought leadership blogs
> to
> news, videos, case studies, tutorials and more. Take a look and join the
> conversation now. http://goparallel.sourceforge.net/
> _______________________________________________
> Scikit-learn-general mailing list
> Scikit-learn-general@lists.sourceforge.net
> https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
>
------------------------------------------------------------------------------
Dive into the World of Parallel Programming The Go Parallel Website, sponsored
by Intel and developed in partnership with Slashdot Media, is your hub for all
things parallel software development, from weekly thought leadership blogs to
news, videos, case studies, tutorials and more. Take a look and join the
conversation now. http://goparallel.sourceforge.net/
_______________________________________________
Scikit-learn-general mailing list
Scikit-learn-general@lists.sourceforge.net
https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
