skpro

[DOC] Incorrect or misleading project URLs in pyproject.toml

#1006 · Mar 29, 2026

Easy

documentation

[ENH] Support for discrete output distributions and probabilistic classification

#1003 · Mar 28, 2026

Easy

enhancement good first issue feature request

[BUG] Duplicated `_random_ss_ix` helper function across `bootstrap.py`, `enbpi.py`, and `_bagging.py`

#1002 · Mar 28, 2026

Easy

enhancement module:regression

[DOC] Complete Related Software documentation page

#998 · Mar 26, 2026

Easy

[ENH] Ensure conditional running of recently added tests

#997 · Mar 26, 2026

Easy

enhancement good first issue

[ENH] Gompertz distribution

#984 · Mar 21, 2026

Easy

module:probability&simulation feature request

[ENH] add "ISJ" bandwidth option to kernel base models

#980 · Mar 20, 2026

Easy

module:regression feature request

[ENH] Make missing alpha error message in PinballLoss more informative.

#977 · Mar 20, 2026

Easy

feature request

[BUG] DummyProbaRegressor._predict_var returns std dev (σ) instead of variance (σ²)

#975 · Mar 20, 2026

Easy

[BUG] Mixture._sample handles indep_cols and indep_rows backward, destroying independence assumptions

#974 · Mar 20, 2026

Easy

bug

[BUG] Incorrect variance computation and misleading capability tags in Hurdle

#972 · Mar 19, 2026

Easy

bug

[BUG] Pareto _pdf and _log_pdf return nonzero values outside support (x < scale)

#967 · Mar 17, 2026

Easy

bug

[ENH] Make PinballLoss alpha mismatch error message more informative

#966 · Mar 17, 2026

Easy

feature request

[BUG] GeneralizedPareto: false log_pdf exact tag, missing distr:paramtype, insufficient test params

#961 · Mar 17, 2026

Easy

bug

[BUG]Normal and Laplace accept non-positive sigma/scale and return invalid pdf values

#959 · Mar 17, 2026

Easy

bug

[BUG] _SksurvAdapter fails to preserve total probability mass and shifts distributions

#958 · Mar 16, 2026

Easy

bug module:survival&time-to-event

[BUG] Zero predicted variance causes instability in BaseProbaRegressor.predict_proba

#955 · Mar 16, 2026

Easy

bug

[BUG] BurrIII distribution incorrectly wraps scipy.stats.burr12

#952 · Mar 16, 2026

Easy

bug

Suppressed `RecursionError` tracebacks in `BaseProbaMetric._evaluate_by_index`

#948 · Mar 16, 2026

Easy

[BUG] Data leakage in _LifelinesAdapter when y has multiple columns

#947 · Mar 16, 2026

Easy

bug module:survival&time-to-event AI overuse suspected

[MNT] Add missing distr:paramtype tag to Skellam, GumbelL, GumbelR, FDist, Rayleigh

#942 · Mar 16, 2026

Easy

maintenance

[BUG] HalfNormal, HalfCauchy, HalfLogistic return wrong values for non-default scale

#939 · Mar 16, 2026

Easy

bug module:probability&simulation

[MNT] Inconsistent CRLF line endings in some distribution files

#929 · Mar 15, 2026

Easy

maintenance

[BUG] component estimator fitted state mutates constructor params in wrapper estimators

#922 · Mar 14, 2026

Easy

bug module:regression

[BUG] `test_discrete_pmf_plotting` is failing

#918 · Mar 14, 2026

Easy

bug good first issue module:probability&simulation

[MNT] CRON job for regular running of estimator tests

#913 · Mar 14, 2026

Easy

enhancement good first issue module:tests

[ENH] Add spell checking

#905 · Mar 14, 2026

Easy

feature request

[BUG] investigate `sksurv` (`scikit-survival`) based failures

#899 · Mar 13, 2026

Easy

bug good first issue module:survival&time-to-event

[ENH] migrate base class registry to a class based structure

#898 · Mar 13, 2026

Easy

enhancement good first issue module:base-framework

[ENH] distribution fitters - framework and first examples

#897 · Mar 13, 2026

Easy

enhancement good first issue module:probability&simulation implementing framework

[ENH] Ensure testing of parameter mutation through `predict` methods, and in components

#896 · Mar 13, 2026

Easy

good first issue module:regression

[BUG] `BaseDistribution.head` returns incorrect results for negative `n`

#894 · Mar 13, 2026

Easy

bug module:probability&simulation

[DOC] Fix malformed Binder URL in conf.py

#890 · Mar 13, 2026

Easy

documentation

[BUG] GeneralizedPareto distribution has __dict__ hack causing sklearn.clone() to return wrong parameters

#889 · Mar 13, 2026

Easy

bug

Beginner-Friendly Issues 34