skpro
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Issue resolved
Made distribution the single source of truth for probabilistic regressors: added a helper to reconcile the old aliases, rewired CyclicBoosting, ResidualDouble, and XGBoostLSS to use it, updated docs/changelog, and added regression tests to ensure aliases still work and conflicting values raise a clear error.