> Yes, basically the non-negative garrote is a non-negative Lasso, if I
> understand it correctly. Thus if your priors are that your model is
> sparse, and with only positive weights, the non-negative garrote is the
> right estimator.

no :)

it has a rescaling step like Adaptive Lasso but using OLS. The
positivity is just to impose the same sign of in coef_ and coef_ as
obtained with OLS

Alex

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