Related Issues (20)
- [ENH] general Johnson QPD regression wrapper to reduce proba to quantile predictions
- [ENH] proba regression: reduction to multiclass classification HOT 7
- [BUG] test_methods_p not handling getattr after shifting
- [ENH] Multiple link function support for GLMs HOT 3
- [BUG] `sklearn.utils._param_validation.InvalidParameterError` thrown when using max_iter parameter in various sklearn regressors HOT 1
- [BUG] `Singular Matrix` error when testing param set with Cross Validation estimators
- [ENH] Design of a Bayesian model interface for sktime and skpro
- [ENH] outlier detection based on probabilitsic regressors
- [MNT] `numpy 2` compatibility HOT 3
- [ENH] merge `test_probabilistic_metrics` into `TestAllDistrMetrics` HOT 1
- [ENH] Improve efficiency of `Histogram Distribution` HOT 1
- [MNT] address incompatibility of `lifelines` with `scipy 1.14` HOT 1
- [BUG] `Histogram` distribution fails to construct on `numpy 2` HOT 2
- [BUG] `plot` method of the `Binomial` distribution shows incorrect pmf.
- Intervals/quantiles can be negative for models that can only make non-negative predictions HOT 3
- [ENH] interface `TweedieRegressor` from `sklearn` as `skpro` regressor HOT 6
- [ENH] interface GLM models from `glum`
- [ENH] Tweedie distribution, incl mathematics and design HOT 4
- [ENH] dummy supervised regressor HOT 5
- [ENH] dummy supervised regressor with polars support HOT 4
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