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[ENH] Allow <code>scikit-learn</code> estimators to be added to the benchmark object

enhancementAdding new functionalityAdding new functionality

module:metrics&benchmarkingmetrics and benchmarking modulesmetrics and benchmarking modules

Status: Open.

#9230 In sktime/sktime;

· jgyasu opened on Jan 8, 2026

[ENH] <code>craft</code> should be able to build <code>RotationForest</code> and other <code>scikit-learn</code> tabular estimators using string spec

bugSomething isn't workingSomething isn't working

module:base-frameworkBaseObject, registry, base frameworkBaseObject, registry, base framework

Status: Open.

#9227 In sktime/sktime;

· jgyasu opened on Jan 7, 2026

[BUG] <code>all_estimator</code> raises <code>ModuleNotFoundError</code> in absence of <code>torch</code>

bugSomething isn't workingSomething isn't working

module:base-frameworkBaseObject, registry, base frameworkBaseObject, registry, base framework

Status: Open.

#9226 In sktime/sktime;

· jgyasu opened on Jan 7, 2026

[BUG] <code>Prophet</code> tests are failing with the failure "<code>Prophet</code> object has no attribute <code>"stan_backend"</code>

bugSomething isn't workingSomething isn't working

module:forecastingforecasting module: forecasting, incl probabilistic and hierarchical forecastingforecasting module: forecasting, incl probabilistic and hierarchical forecasting

Status: Open.

#9225 In sktime/sktime;

· fkiraly opened on Jan 6, 2026

[ENH] Add probabilistic forecasting support (predict_interval/predict_quantiles) to MOIRAIForecaster

enhancementAdding new functionalityAdding new functionality

Status: Open.

Feature

#9215 In sktime/sktime;

· pranavvp16 opened on Jan 5, 2026

Release: Version 1.0 breaking changes

enhancementAdding new functionalityAdding new functionality

maintenanceContinuous integration, unit testing & package distributionContinuous integration, unit testing & package distribution

releaserelease related PR and issues - checked by release managerrelease related PR and issues - checked by release manager

Status: Open.

#9209 In sktime/sktime;

· fkiraly opened on Jan 4, 2026

[ENH] Add overlay_dx: tolerance-sweep “visual alignment” metric for point forecasting evaluation and tuning

enhancementAdding new functionalityAdding new functionality

Status: Open.

#9178 In sktime/sktime;

· ngohlong opened on Dec 16, 2025

[ENH] Add evaluate utility for sktime regression

enhancementAdding new functionalityAdding new functionality

Status: Open.

#9176 In sktime/sktime;

· Omswastik-11 opened on Dec 16, 2025

[ENH] Hierarchical/Agglomerative Clustering for Time Series

enhancementAdding new functionalityAdding new functionality

module:clusteringclustering module: time series clusteringclustering module: time series clustering

Status: Open.

#9166 In sktime/sktime;

· Muhammad-Rebaal opened on Dec 11, 2025

[ENH]Lazy dask backend option in ForecastingGridSearchCV()

enhancementAdding new functionalityAdding new functionality

Status: Open.

#9164 In sktime/sktime;

· sakaiando opened on Dec 10, 2025

[BUG] Repeated Failure of <code>run-notebook-examples</code> CI test across multiple PRs since <code>torch 2.6</code>

bugSomething isn't workingSomething isn't working

module:forecastingforecasting module: forecasting, incl probabilistic and hierarchical forecastingforecasting module: forecasting, incl probabilistic and hierarchical forecasting

Status: Open.

#9161 In sktime/sktime;

· achieveordie opened on Dec 8, 2025

[ENH] Minimal Memory Mode for Rolling Forecasting

enhancementAdding new functionalityAdding new functionality

Status: Open.

#9158 In sktime/sktime;

· ahmedkansulum opened on Dec 6, 2025