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R package for lasso and elastic-net regularized generalized linear models.
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Checking non linear effects in LASSO regression
One package you may try is spikeSlabGAM. It's not fast, but it will build nonlinear models and perform selection. To directly answer your question, LASSO is a linear method, but you could make nonline …