Dear all,

I extended the lars_path, Lars and LarsLasso estimators in the scikit-learn 
least_angle.py module with the possibility to restrict coefficients to be > 0 
using the method described in the original paper by Efron et al, 2004, chapter 
3.4.

( 
https://github.com/scikit-learn/scikit-learn/compare/master...michigraber:nonnegative-lars
 )

If you think this would be useful i could issue a pull request.

I have not extended it to the cross-validated estimators yet but would be 
willing to do so, if requested.

Cheers,
Michael
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