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Fast and modular sklearn replacement for generalized linear models

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This is related to #274. ## Describe the bug It seems that the PDCD_WS solver seem to reach some sort of saddle point state when training using Pinball-loss on larger...

## Context of the PR Add Graphical Lasso and Adaptive Graphical Lasso estimators ## Contributions of the PR * A new GraphicalLasso estimator that can: 1. Handle weighted regularization. 2....