hi,

as soon as we have Immanuel's branch with positive lasso [1] merged we
could have a non-negative
Garotte in the scikit. A quick gist (hopefully not too buggy):

https://gist.github.com/2351057

Feed back welcome and if someone is willing to cleanly merge this …

Alex

PS: I've added the snippet to the wiki:

https://github.com/scikit-learn/scikit-learn/wiki/Useful-Sniplets

[1] https://github.com/scikit-learn/scikit-learn/pull/747

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