Issues

• [BUG] array-like multioutput is not a weighted average in distribution and quantile metrics

  sktime/skpro#1204 · Filter by author Mudassiruddin7 opened on Oct 7, 2026

• [BUG] iloc and iat raise IndexError for parameters broadcast over rows or columns

  sktime/skpro#1202 · Filter by author Mudassiruddin7 opened on Oct 7, 2026

• [BUG] iloc with a scalar index raises TypeError for ZeroInflated and Hurdle

  sktime/skpro#1201 · Filter by author Mudassiruddin7 opened on Oct 7, 2026

• [BUG] _approx_derivative misses division by step size, so cdf-derived pdf is off by factor 1e-7

  sktime/skpro#1199 · Filter by author havinash-007 opened on Oct 6, 2026

• [BUG] IID.energy averages over columns instead of summing

  sktime/skpro#1195 · Filter by author VividhDesign opened on Oct 4, 2026

• [BUG] iat fails for QPD_Empirical and HistogramQPD

  sktime/skpro#1192 · Filter by author VividhDesign opened on Oct 4, 2026

• [BUG] scalar Mixture ignores weights in mean, var, pdf and cdf

  sktime/skpro#1191 · Filter by author VividhDesign opened on Oct 4, 2026

• [BUG] QPD_U pdf is off by a factor, and symmetric quantile triplets give wrong quantiles

  sktime/skpro#1187 · Filter by author VividhDesign opened on Oct 3, 2026

• [BUG] distribution loc and at return the last row/column for labels that aren't in the index

  sktime/skpro#1186 · Filter by author VividhDesign opened on Oct 3, 2026
  1

• [BUG] MeanScale.mean ignores sigma

  sktime/skpro#1185 · Filter by author VividhDesign opened on Oct 3, 2026

• [BUG] NormalMixture.energy() (E|X−Y|) ignores component means and is off by a factor of √2 even for a single component

  sktime/skpro#1184 · Filter by author lucaluo925 opened on Oct 1, 2026
  1

• [BUG] ConcordanceHarrell docstring lists score='median', which raises AttributeError

  sktime/skpro#1178 · Filter by author SajalDevX opened on Sep 29, 2026

• [ENH] add tests:specific mechanism for VM-based running of estimator specific tests

  enhancementgood first issuemodule:tests
  sktime/skpro#1164 · Filter by author fkiraly opened on Sep 26, 2026
  1

• [MNT] "sphinx linkcheck" job does not seem to work

  maintenance
  sktime/skpro#1160 · Filter by author fkiraly opened on Sep 23, 2026
  2

• [ENH] add at least one usage example to docstrings of estimators

  documentationgood first issue
  sktime/skpro#1135 · Filter by author fkiraly opened on Sep 10, 2026
  10

• [DOC] add explicit formulae to docstrings of distributions

  documentationgood first issuemodule:distributions&simulation
  sktime/skpro#1120 · Filter by author fkiraly opened on Aug 7, 2026
  7

• [API] API for distribution fitters in multivariate case

  API designmodule:distribution-fitters
  sktime/skpro#1111 · Filter by author fkiraly opened on Jul 10, 2026
  6

• [ENH] expand distribution fitters module with new fitters

  feature request
  sktime/skpro#1109 · Filter by author patelchaitany opened on Jul 8, 2026
  2

• [ENH] Add OnlineSlidingWindow and OnlineExponentialForgetting meta-strategies

  feature requestmodule:regression
  sktime/skpro#1096 · Filter by author patelchaitany opened on Jul 1, 2026
  1

• [ENH] EmpiricalFitter distribution fitter

  enhancementfeature requestimplementing algorithmsmodule:distributions&simulation
  sktime/skpro#1087 · Filter by author fkiraly opened on Jun 29, 2026

• [ENH] interface distfit as distribution fitter

  enhancementfeature requestinterfacing algorithms
  sktime/skpro#1086 · Filter by author fkiraly opened on Jun 29, 2026
  2

• [ENH] update skpro base framework with sktime upgrades

  enhancementfeature requestmodule:base-framework
  sktime/skpro#1083 · Filter by author fkiraly opened on Jun 29, 2026
  3

• [MNT] Backport workflow-hardening fix (excessive-permissions) to 5 release branches

  maintenance
  sktime/skpro#1082 · Filter by author CharlieMCY opened on Jun 29, 2026
  1

• [ENH] Add save/load serialization for all skpro objects

  feature request
  sktime/skpro#1072 · Filter by author patelchaitany opened on Jun 18, 2026
  

• [ENH] Implement Categorical distribution

  feature request
  sktime/skpro#1071 · Filter by author daehyun99 opened on Jun 16, 2026
  4