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
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conversation now. http://goparallel.sourceforge.net/
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