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Add L1 penalty and coordinate descent solver to TweedieRegression #16637

@rth

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@rth

The L1 penalty with coordinate descent solver for GLM was proposed in #9405 and was not included in the minimal implementation merged in #14300.

It would be be good to add it, however care must to taken to avoid redundancy with the existing coordinate descent solver in ElasticNet.

Preliminary benchmarks were done in #9405 (comment)

Also see: #16634 #16635

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