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Issues: sktime/sktime

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#1147 opened Jul 17, 2021 by fkiraly
Open 23
[ENH] technical roadmap 2023-2024
#4691 opened Jun 11, 2023 by fkiraly
Open 3
Bugfixing board
#7138 opened Sep 20, 2024 by fkiraly
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Issues list

[ENH] rework ForecastingHorizon API design API design & software architecture enhancement Adding new functionality module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting
#7617 opened Jan 7, 2025 by fkiraly
2
[ENH] Implement efficient _evaluate_by_index for MedianSquaredError enhancement Adding new functionality module:metrics&benchmarking metrics and benchmarking modules
#7615 opened Jan 6, 2025 by satvshr Loading…
1 task done
2
[ENH] Update how forecast horizon handles "MS" post pandas 2.2.0 enhancement Adding new functionality module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting
#7613 opened Jan 6, 2025 by cheachu Loading…
6 tasks
7
[ENH] Implementing new hierarchical forecasting reconciliation methods enhancement Adding new functionality
#7609 opened Jan 5, 2025 by felipeangelimvieira
[ENH] Implement _evaluate_by_index for MdAPE enhancement Adding new functionality module:metrics&benchmarking metrics and benchmarking modules
#7606 opened Jan 5, 2025 by HarshvirSandhu Loading…
2 tasks done
1
[ENH] Transformer Conformal Prediction for Time-Series enhancement Adding new functionality implementing algorithms Implementing algorithms, estimators, objects native to sktime module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting
#7605 opened Jan 4, 2025 by jgyasu
1
[ENH] Refactor various PyTorchDataset API design API design & software architecture enhancement Adding new functionality
#7598 opened Jan 3, 2025 by benHeid
1
[ENH] Interface TiDE from darts library enhancement Adding new functionality interfacing algorithms Interfacing existing algorithms/estimators from third party packages module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting
#7596 opened Jan 3, 2025 by PranavBhatP
@PranavBhatP
1
[ENH] design question: what should clusterers with capability:out_of_sample = False do when predict sees new data? API design API design & software architecture enhancement Adding new functionality module:clustering clustering module: time series clustering
#7594 opened Jan 2, 2025 by fkiraly
2
[ENH] clusterers: improved checking for X in fit and predict in capability:out_of_sample = False case, minor improvements to predict_proba default enhancement Adding new functionality implementing framework Implementing or improving framework for learning tasks, e.g., base class functionality module:clustering clustering module: time series clustering
#7593 opened Jan 2, 2025 by fkiraly Loading…
1
[ENH] Kvisibility clustering algorithm enhancement Adding new functionality implementing algorithms Implementing algorithms, estimators, objects native to sktime module:clustering clustering module: time series clustering
#7592 opened Jan 1, 2025 by seigpe • Draft
6 tasks
1
19
Implement ReconcilerForecaster with ML Regressor for Hierarchical Forecast Reconciliation #7587 enhancement Adding new functionality module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting
#7591 opened Jan 1, 2025 by PTUsumit Loading…
1
6
[ENH] Kvisibility: new clustering and classification algorithm enhancement Adding new functionality implementing algorithms Implementing algorithms, estimators, objects native to sktime module:clustering clustering module: time series clustering
#7590 opened Dec 30, 2024 by seigpe
1
2
[ENH] Forecast reconciliation with Machine Learning enhancement Adding new functionality
#7587 opened Dec 30, 2024 by felipeangelimvieira
1
[ENH] Forecast Reconciliation with immutable series enhancement Adding new functionality
#7586 opened Dec 30, 2024 by felipeangelimvieira
@felipeangelimvieira
[ENH] Implement InstanceSplitter variant that enables to specify the number of instances for the test set enhancement Adding new functionality module:metrics&benchmarking metrics and benchmarking modules
#7571 opened Dec 24, 2024 by benHeid
@Utkarsh-Aggarwal
3
[ENH] Enable Enbpi with native bootstrap algorithms. enhancement Adding new functionality module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting module:transformations transformations module: time series transformation, feature extraction, pre-/post-processing
#7561 opened Dec 22, 2024 by benHeid
2
1
[ENH] reducer - minor code clarity refactor enhancement Adding new functionality module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting
#7556 opened Dec 21, 2024 by fkiraly Loading…
[ENH] Added second parameter set to BaggingForecaster enhancement Adding new functionality module:forecasting forecasting module: forecasting, incl probabilistic and hierarchical forecasting
#7534 opened Dec 16, 2024 by Adarsh2345 Loading…
8
[ENH] RAND Index metric for point event detections enhancement Adding new functionality module:detection detectors module: outliers, change points, segmentation module:metrics&benchmarking metrics and benchmarking modules
#7533 opened Dec 15, 2024 by gavinkatz001 Loading…
6 tasks
14
[ENH] A GitHub Actions Bot to Automate Issue Assignment to Contributors and Other Such Tasks enhancement Adding new functionality maintenance Continuous integration, unit testing & package distribution
#7528 opened Dec 15, 2024 by jgyasu
1
3
[ENH] move _sk_visual_block and visual_block_kind logic for meta-estimators to scikit-base enhancement Adding new functionality module:base-framework BaseObject, registry, base framework
#7523 opened Dec 14, 2024 by fkiraly
[ENH] Add Rand Index and Detection F1 Score as Evaluation Metrics for Time Series Detectors enhancement Adding new functionality module:detection detectors module: outliers, change points, segmentation
#7511 opened Dec 11, 2024 by gavinkatz001
@gavinkatz001
2
[ENH ] skchange homogenization: variable identification + minor fixes enhancement Adding new functionality module:detection detectors module: outliers, change points, segmentation
#7509 opened Dec 10, 2024 by Tveten • Draft
1 of 3 tasks
1
5
Support for NumPy Array Input in segments_to_change_points enhancement Adding new functionality module:detection detectors module: outliers, change points, segmentation
#7490 opened Dec 7, 2024 by Spinachboul
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