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63 Open 45 Closed
63 Open 45 Closed
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Issues list

[BUG] GLMRegressor fails update tests bug module:regression probabilistic regression module
#497 opened Nov 17, 2024 by fkiraly
[BUG] ResidualDouble regressor does not handle transforms correctly. bug module:regression probabilistic regression module
#492 opened Nov 13, 2024 by meh2135
1
8
[MNT] gradually remove <3.13 bounds from soft dependencies in all_extras good first issue Good for newcomers maintenance Continuous integration, unit testing & package distribution
#478 opened Oct 9, 2024 by fkiraly
[ENH] interface rolch online proba regressors enhancement feature request New feature or request good first issue Good for newcomers interfacing algorithms Interfacing existing algorithms/estimators from third party packages module:regression probabilistic regression module
#470 opened Sep 27, 2024 by fkiraly
[ENH] online probabilistic regression meta-algorithms wishlist feature request New feature or request good first issue Good for newcomers implementing algorithms Implementing algorithms, estimators, objects native to skpro module:regression probabilistic regression module
#464 opened Sep 13, 2024 by fkiraly
2 tasks
[ENH] mtype for multi-indexed pandas and polars dataframes API design API design & software architecture feature request New feature or request module:datatypes datatypes module: data containers, checkers & converters module:regression probabilistic regression module
#460 opened Sep 10, 2024 by fkiraly
4
[ENH] dummy supervised regressor with polars support feature request New feature or request module:regression probabilistic regression module
#440 opened Aug 1, 2024 by julian-fong
4
[ENH] Tweedie distribution, incl mathematics and design implementing algorithms Implementing algorithms, estimators, objects native to skpro module:probability&simulation probability distributions and simulators
#429 opened Jul 18, 2024 by fkiraly
@ShreeshaM07
4
[ENH] interface GLM models from glum feature request New feature or request good first issue Good for newcomers interfacing algorithms Interfacing existing algorithms/estimators from third party packages module:regression probabilistic regression module
#424 opened Jul 15, 2024 by fkiraly
[ENH] interface TweedieRegressor from sklearn as skpro regressor feature request New feature or request interfacing algorithms Interfacing existing algorithms/estimators from third party packages module:regression probabilistic regression module
#423 opened Jul 11, 2024 by fkiraly
6
Intervals/quantiles can be negative for models that can only make non-negative predictions feature request New feature or request implementing algorithms Implementing algorithms, estimators, objects native to skpro module:probability&simulation probability distributions and simulators module:regression probabilistic regression module
#422 opened Jul 11, 2024 by fsaforo1
3
[BUG] plot method of the Binomial distribution shows incorrect pmf. bug
#416 opened Jun 30, 2024 by meraldoantonio
[ENH] Improve efficiency of Histogram Distribution maintenance Continuous integration, unit testing & package distribution
#405 opened Jun 23, 2024 by ShreeshaM07
1
[ENH] merge test_probabilistic_metrics into TestAllDistrMetrics good first issue Good for newcomers module:metrics&benchmarking metrics and benchmarking modules module:tests test framework functionality - only framework, excl specific tests
#398 opened Jun 17, 2024 by fkiraly
1
[ENH] outlier detection based on probabilitsic regressors enhancement feature request New feature or request implementing algorithms Implementing algorithms, estimators, objects native to skpro
#390 opened Jun 15, 2024 by fkiraly
[ENH] Design of a Bayesian model interface for sktime and skpro API design API design & software architecture feature request New feature or request module:probability&simulation probability distributions and simulators module:regression probabilistic regression module module:survival&time-to-event module for time-to-event prediction aka survival prediction
#389 opened Jun 14, 2024 by meraldoantonio
@meraldoantonio
[ENH] general Johnson QPD regression wrapper to reduce proba to quantile predictions feature request New feature or request good first issue Good for newcomers implementing algorithms Implementing algorithms, estimators, objects native to skpro module:regression probabilistic regression module
#377 opened Jun 7, 2024 by fkiraly
[ENH] feature importance interface and tag for regression models API design API design & software architecture feature request New feature or request module:regression probabilistic regression module module:survival&time-to-event module for time-to-event prediction aka survival prediction
#376 opened Jun 7, 2024 by fkiraly
[ENH] sample_weight for metrics feature request New feature or request module:metrics&benchmarking metrics and benchmarking modules
#369 opened May 28, 2024 by fkiraly
[ENH] sync skpro and sktime probabilistic metrics modules enhancement maintenance Continuous integration, unit testing & package distribution module:metrics&benchmarking metrics and benchmarking modules
#367 opened May 26, 2024 by fkiraly
[ENH] move BaseDistribution.sample method to boilerplate layered design enhancement good first issue Good for newcomers
#346 opened May 19, 2024 by fkiraly
[ENH] improved polars support - native logic feature request New feature or request module:datatypes datatypes module: data containers, checkers & converters module:regression probabilistic regression module
#342 opened May 18, 2024 by fkiraly
@julian-fong
1
[ENH] numpy and outer product functionality for distribution methods API design API design & software architecture enhancement module:probability&simulation probability distributions and simulators
#341 opened May 17, 2024 by fkiraly
1
[ENH] concat operation on distributions enhancement module:probability&simulation probability distributions and simulators
#340 opened May 17, 2024 by fkiraly
1
[ENH] kernel mixture distribution enhancement feature request New feature or request implementing algorithms Implementing algorithms, estimators, objects native to skpro module:probability&simulation probability distributions and simulators
#324 opened May 14, 2024 by fkiraly
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