> This actually gets at something I've been meaning to fiddle with and report 
> but haven't had time: I'm not sure I completely trust the coordinate descent 
> implementation in scikit-learn, because it seems to give me bogus answers a 
> lot (i.e., the optimality conditions necessary for it to be an actual 
> solution are not even approximately satisfied). Are you guys using something 
> weird for the termination condition?

can you give us a sample X and y that shows the pb?

it should ultimately use the duality gap to stop the iterations but
there might be a corner case …

let me know

Alex

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