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For me, setting maxncoef to something large solves this issue. I'm guessing that the package hard-codes an array for storage of coefficients that's of dimension maxncoef but then for low regularization may end up picking more than maxncoef features to be nonzero (which I'm not sure should actually happen given the earlystopping criteria).
The following code leads to an error:
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