OpenSTEF - v4.2.2

What's Changed

• docs: added genai pipeline config files. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/1054

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.2.1...v4.2.2

Energy Systems - Load and Demand Forecasting - Python
Published by bartpleiter 7 days ago

OpenSTEF - v4.2.1

What's Changed

• add early stopping to lgbm hyperparameters and enable to use in multi quantile regressor by @MentReeze in https://github.com/OpenSTEF/openstef/pull/1045

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.1.2...v4.2.1

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 24 days ago

OpenSTEF - v4.2.0

What's Changed

• chore(#998): popularize usage of Quantile type throughout by @lschilders in https://github.com/OpenSTEF/openstef/pull/1014
• docs: document the openstef-foundation-models package by @egordm in https://github.com/OpenSTEF/openstef/pull/1016
• chore: add ConfidenceIntervalApplicator in all presets by @lschilders in https://github.com/OpenSTEF/openstef/pull/1026
• ci: migrate PR labeler to maintained action by @timothykou in https://github.com/OpenSTEF/openstef/pull/1021
• ci: add CodeQL code scanning (security-and-quality) by @egordm in https://github.com/OpenSTEF/openstef/pull/1027
• fix: guard non-exhaustive model match and narrow CodeQL suite by @egordm in https://github.com/OpenSTEF/openstef/pull/1029
• docs: single-source project governance from OpenSTEF/.github by @egordm in https://github.com/OpenSTEF/openstef/pull/1032
• docs: revamp issue and PR templates by @egordm in https://github.com/OpenSTEF/openstef/pull/1033
• chore: remove repo SECURITY.md in favor of org policy by @egordm in https://github.com/OpenSTEF/openstef/pull/1036
• fix: keep base index authoritative when combining additional features by @lschilders in https://github.com/OpenSTEF/openstef/pull/1043

New Contributors

• @timothykou made their first contribution in https://github.com/OpenSTEF/openstef/pull/1021

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.1.1...v4.1.2

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 28 days ago

OpenSTEF - v4.1.1

What's Changed

• fix: revert require hashes. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/1009
• fix(release): exclude openstef-deployment-examples from published packages by @egordm in https://github.com/OpenSTEF/openstef/pull/1010
• chore(deps)(deps-dev): bump the python-linters group across 1 directory with 3 updates by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/1011
• chore: Warnings strict tests by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/1013
• ci: keyless Sigstore signing + PEP 740 attestations for v4 releases by @egordm in https://github.com/OpenSTEF/openstef/pull/1015

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.1.0...v4.1.1

Energy Systems - Load and Demand Forecasting - Python
Published by egordm about 2 months ago

OpenSTEF - v4.1.1.dev0

What's Changed

• fix: revert require hashes. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/1009
• fix(release): exclude openstef-deployment-examples from published packages by @egordm in https://github.com/OpenSTEF/openstef/pull/1010
• chore(deps)(deps-dev): bump the python-linters group across 1 directory with 3 updates by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/1011
• chore: Warnings strict tests by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/1013
• ci: keyless Sigstore signing + PEP 740 attestations for v4 releases by @egordm in https://github.com/OpenSTEF/openstef/pull/1015

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.1.0...v4.1.1.dev0

Energy Systems - Load and Demand Forecasting - Python
Published by egordm about 2 months ago

OpenSTEF - v4.1.0

What's Changed

• chore(deps): upgrade dependencies to resolve all 74 security advisories by @egordm in https://github.com/OpenSTEF/openstef/pull/934
• chore(deps): set dependabot to lockfile-only versioning by @egordm in https://github.com/OpenSTEF/openstef/pull/936
• fix(docs): make quantile-band x a pandas Index (fixes docs deploy on kaleido 1.3) by @egordm in https://github.com/OpenSTEF/openstef/pull/939
• ci: add docs build check on PRs (no deploy) by @egordm in https://github.com/OpenSTEF/openstef/pull/940
• Fix docs build for backtesting plot export by @egordm in https://github.com/OpenSTEF/openstef/pull/942
• chore(ci)(deps): bump actions/upload-artifact from 5.0.0 to 7.0.1 in the actions-all group across 1 directory by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/941
• chore(deps)(deps): bump the python-versions group across 1 directory with 3 updates by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/944
• docs: add Liander 2024 benchmark results page under Guides by @egordm in https://github.com/OpenSTEF/openstef/pull/945
• chore(ci)(deps): bump the actions-all group across 1 directory with 2 updates by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/948
• Update logo image source in README.md by @lschilders in https://github.com/OpenSTEF/openstef/pull/951
• fix: broken links in README by @lschilders in https://github.com/OpenSTEF/openstef/pull/952
• feat: runnable deployment examples (Dagster, Airflow, Celery) by @egordm in https://github.com/OpenSTEF/openstef/pull/943
• chore: remove deprecated setstate methods by @lschilders in https://github.com/OpenSTEF/openstef/pull/953
• docs: add macOS libomp requirement note for XGBoost by @lschilders with @Copilot in https://github.com/OpenSTEF/openstef/pull/954
• fix: validate forecast horizons against the dataset, not themselves by @Valyrian-Code in https://github.com/OpenSTEF/openstef/pull/957
• fix: update issue template now v4 is merged. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/959
• chore(#849): migrate from pyright to ty and fix typing differences by @lschilders in https://github.com/OpenSTEF/openstef/pull/962
• fix(#881): make forecasted timestamps consistent over forecasters by @lschilders in https://github.com/OpenSTEF/openstef/pull/963
• docs: add initial guidelines on using AI. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/968
• fix: shape mismatch of feature importances in constant quantile and base case forecasters by @lschilders in https://github.com/OpenSTEF/openstef/pull/972
• docs: clarify BEAM acronym in API reference by @Awaneesh03 in https://github.com/OpenSTEF/openstef/pull/974
• docs: remove empty Videos section from external resources page by @Awaneesh03 in https://github.com/OpenSTEF/openstef/pull/976
• chore: update issue templates to reflect OpenSTEF V4 as default by @Awaneesh03 in https://github.com/OpenSTEF/openstef/pull/973
• chore(deps)(deps): bump the python-versions group across 1 directory with 16 updates by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/975
• ci: add SonarCloud CI scan with coverage by @lschilders in https://github.com/OpenSTEF/openstef/pull/978
• chore: remove release-dev workflow by @lschilders in https://github.com/OpenSTEF/openstef/pull/985
• fix: sonar sources and add Sonar badges by @lschilders in https://github.com/OpenSTEF/openstef/pull/986
• chore: Change fail_under from 20 to 80 for coverage by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/988
• fix: issues with Sonar quality gate by @lschilders in https://github.com/OpenSTEF/openstef/pull/987
• chore: add intentional duplication files to sonar exclusions by @lschilders in https://github.com/OpenSTEF/openstef/pull/992
• chore(ci): isolate linter/formatter bumps in their own dependabot group by @egordm in https://github.com/OpenSTEF/openstef/pull/991
• chore(deps)(deps): bump the python-versions group across 1 directory with 11 updates by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/994
• fix(deps): resolve security advisories and move the airflow example to airflow 3 by @egordm in https://github.com/OpenSTEF/openstef/pull/996
• foundational-models feature tracking branch by @egordm in https://github.com/OpenSTEF/openstef/pull/967
• chore(ci)(deps): bump actions/checkout from 6.0.3 to 7.0.0 in the actions-all group across 1 directory by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/983
• chore(deps)(deps-dev): bump the python-linters group across 1 directory with 2 updates by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/993
• chore(deps)(deps): bump the python-versions group across 1 directory with 3 updates by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/1000
• fix: RollingAggregatesAdder.features_added() inconsistent with multi-horizon no-op by @Valyrian-Code in https://github.com/OpenSTEF/openstef/pull/965
• Refactor CRPS and pinball loss, add represented interval option by @MentReeze in https://github.com/OpenSTEF/openstef/pull/995
• fix: support non-integer quantiles in ForecastTimeSeriesPlotter (#764) by @BRGOVIND in https://github.com/OpenSTEF/openstef/pull/977
• chore: adopt pyproject-fmt 2.12+ formatting and unpin by @Valyrian-Code in https://github.com/OpenSTEF/openstef/pull/964
• fix: revert PR #963 by @lschilders in https://github.com/OpenSTEF/openstef/pull/1001
• fix: DatetimeFeaturesAdder one-hot columns unstable and inconsistent with features_added() by @Valyrian-Code in https://github.com/OpenSTEF/openstef/pull/980
• chore: build docs from single-source community files by @lschilders in https://github.com/OpenSTEF/openstef/pull/1005
• chore: require hashes for uv build by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/1008
• Batch inference support by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/1007

New Contributors

• @lschilders with @Copilot made their first contribution in https://github.com/OpenSTEF/openstef/pull/954
• @Valyrian-Code made their first contribution in https://github.com/OpenSTEF/openstef/pull/957
• @Awaneesh03 made their first contribution in https://github.com/OpenSTEF/openstef/pull/974
• @BRGOVIND made their first contribution in https://github.com/OpenSTEF/openstef/pull/977

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.1...v4.1.0

Energy Systems - Load and Demand Forecasting - Python
Published by bartpleiter about 2 months ago

OpenSTEF - v4.0.1

What's Changed

• chore(deps): add dependabot config with grouped daily updates by @egordm in https://github.com/OpenSTEF/openstef/pull/913
• chore(ci)(deps): bump the actions-all group with 4 updates by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/914
• chore(deps): bump mako from 1.3.10 to 1.3.12 by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/906
• chore(deps): use uv ecosystem and add cooldown for supply-chain hardening by @egordm in https://github.com/OpenSTEF/openstef/pull/917
• fix issue with clashing features by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/903
• chore(ci)(deps): bump astral-sh/setup-uv from 6.8.0 to 8.1.0 in the actions-all group across 1 directory by @dependabot[bot] in https://github.com/OpenSTEF/openstef/pull/918

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0...v4.0.1

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 3 months ago

OpenSTEF - v4.0.0

🎉 OpenSTEF 4.0 has been released!

We merged OpenSTEF V4 into main with the new documentation, and therefore it is fully ready to use for everyone! 🎉

The previous version (V3) has been moved into the release/v3 branch

This means that OpenSTEF V4 can now be installed using just:

pip install openstef

If you really need to stay using V3 for a while, then you need to pin openstef>=3.0,<4 like Daan mentioned before. If you need to upgrade, please look here for a guide: https://openstef.github.io/openstef/user_guide/getting_started/migration.html

The documentation is now on the main branch link: https://openstef.github.io/openstef/, and the V3 documentation has moved to https://openstef.github.io/openstef/v3

Please take a look at the new documentation, it is now full of User Guides, Examples, and more!

What's Changed

• feature(STEF-2297): Setup OpenSTEF 4.0 branch by @egordm in https://github.com/OpenSTEF/openstef/pull/638
• feature(STEF-2298): [OpenSTEF 4.0] Setup project dev tools by @egordm in https://github.com/OpenSTEF/openstef/pull/639
• feature(STEF-2299): [OpenSTEF 4.0] Setup CI/CD by @egordm in https://github.com/OpenSTEF/openstef/pull/640
• feature(STEF-2300): Added contributing guide and docs by @egordm in https://github.com/OpenSTEF/openstef/pull/641
• feature(629): Added project skeleton, added default pydantic models, added documentation on how to do logging. by @egordm in https://github.com/OpenSTEF/openstef/pull/643
• feature(#628): Added openstef core package for datasets and other shared code. by @egordm in https://github.com/OpenSTEF/openstef/pull/645
• feature(#628): Minor adjustments in reference doc generation. by @egordm in https://github.com/OpenSTEF/openstef/pull/646
• feature(#628): Addition of STEF BEAM by @egordm in https://github.com/OpenSTEF/openstef/pull/647
• feature(#626): Refactored VersionedTimeSeriesDataset to consist of versioned parts to avoid O(n^2) problem when doing cross dataset operations. by @egordm in https://github.com/OpenSTEF/openstef/pull/657
• feature(#626): Add feature engineering by @lschilders in https://github.com/OpenSTEF/openstef/pull/650
• feature(626): Completeness check by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/655
• feature(626): Flatliner check transform by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/651
• feature(#626): Moved transforms to the openstef-models package. by @egordm in https://github.com/OpenSTEF/openstef/pull/659
• feature(#628): Updated package deps. by @egordm in https://github.com/OpenSTEF/openstef/pull/660
• feature(#626): Added feature pipeline and horizon splitting by @egordm in https://github.com/OpenSTEF/openstef/pull/664
• feature(#628): Added lag transform. Fixed bug where timeseries dataset part can have duplicate timestamps in index. by @egordm in https://github.com/OpenSTEF/openstef/pull/665
• feature(#626): Air-related Features Transform by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/663
• feature(626): Energy domain features by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/666
• Fixed #656 by updating style guide typing guidelines. And fixed #661 by fixing github links to docs and disabling source button. by @egordm in https://github.com/OpenSTEF/openstef/pull/667
• feature(#627): Implemented model interfaces by @egordm in https://github.com/OpenSTEF/openstef/pull/669
• feature(#633): Added model pipeline, interfaces for postprocessing, storage, callbacks. Refactor by reorganizing transforms. by @egordm in https://github.com/OpenSTEF/openstef/pull/674
• add rIQD and relative pinball loss metrics by @MentReeze in https://github.com/OpenSTEF/openstef/pull/675
• Add option to plot timeseries without interpolated lines where gaps in data by @MentReeze in https://github.com/OpenSTEF/openstef/pull/676
• feature(#633): Refactored transform, predictor and stateful bases. Added split component pipeline. by @egordm in https://github.com/OpenSTEF/openstef/pull/677
• feature(#687): Implemented xgboost model by @egordm in https://github.com/OpenSTEF/openstef/pull/694
• feature(#687): Implemented gblinear model by @lschilders in https://github.com/OpenSTEF/openstef/pull/695
• add quantile calibration boxplot by @MentReeze in https://github.com/OpenSTEF/openstef/pull/682
• feature(#688): add FlatlinerForecaster by @lschilders in https://github.com/OpenSTEF/openstef/pull/696
• feat(#679): added dimensionality reduction transform by @fleur-petit in https://github.com/OpenSTEF/openstef/pull/699
• feature: Added n_estimators to GBLinear to control how many iterations to run by @egordm in https://github.com/OpenSTEF/openstef/pull/700
• add windowed metrics averaged over locations by @MentReeze in https://github.com/OpenSTEF/openstef/pull/701
• feature(#689): Add basecase forecaster by @lschilders in https://github.com/OpenSTEF/openstef/pull/702
• fix: various forecasting fixes by @egordm in https://github.com/OpenSTEF/openstef/pull/703
• feature: Added license check / summary. by @egordm in https://github.com/OpenSTEF/openstef/pull/704
• feature(#678): Created a new explicit multihorizon type. Added input data splitting. by @egordm in https://github.com/OpenSTEF/openstef/pull/706
• feature(#691): State serialization fixes. Added validation to MultiHorizon. Standardized dataset saving. by @egordm in https://github.com/OpenSTEF/openstef/pull/707
• feature(#691): Implemented train-test splitting in model. MLFlow storage, model freshness check, and compare new model against the old one. by @egordm in https://github.com/OpenSTEF/openstef/pull/708
• feature: add get window versioned in backtest to allow backtesting with versioned data. by @egordm in https://github.com/OpenSTEF/openstef/pull/710
• feature(#632): Added quantile sorter, confidence interval applicator, and postprocessing pipeline. by @egordm in https://github.com/OpenSTEF/openstef/pull/709
• fix: Fixed various warnings during tests. by @egordm in https://github.com/OpenSTEF/openstef/pull/711
• feature(#681): rename transforms and workflows by @egordm in https://github.com/OpenSTEF/openstef/pull/712
• feature(#681): Added standardized column selection for transforms. Fixed bug in holiday feature adder. Added a list of added columns. by @egordm in https://github.com/OpenSTEF/openstef/pull/716
• feature(#697): added benchmark for public liander2024 dataset to openstef-beam by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/717
• Feature/697 liander2024 benchmark forecaster and example by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/720
• feature(#681): Added workflow preset with some out of the box configuration for short term energy forecasting by @egordm in https://github.com/OpenSTEF/openstef/pull/723
• feature(#681): OSTEF3 style lags. by @egordm in https://github.com/OpenSTEF/openstef/pull/725
• feature(#681): Added sample weighting. Updated forecasting workflow. by @egordm in https://github.com/OpenSTEF/openstef/pull/726
• feature(#690) added feature importance by @egordm in https://github.com/OpenSTEF/openstef/pull/727
• feature: improve preset data split, added more validation by @egordm in https://github.com/OpenSTEF/openstef/pull/730
• feature(#718): Removed lambdas from liander 2024 target provider. #728 Made various fixes to improve gblinear performance. Normalization, loss function, sample weighting. by @egordm in https://github.com/OpenSTEF/openstef/pull/731
• feature: Add sample weighted rCRPS by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/734
• feature(#728): state save refactor by @egordm in https://github.com/OpenSTEF/openstef/pull/733
• fix: Retraining data bug Liander 2024 benchmark by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/740
• added iterative imputer by @fleur-petit in https://github.com/OpenSTEF/openstef/pull/737
• feature: forecaster hyperparams and eval metrics by @egordm in https://github.com/OpenSTEF/openstef/pull/746
• fix(STEF-2475) fix and refactor backtesting iction in context of backtestforecasting config for clarity. Added more colors. Fixed data split function to handle 0.0 splits. by @egordm in https://github.com/OpenSTEF/openstef/pull/747
• feature: Disabled data cutoff by default to be consistent with openstef 3. And other minor improvements. by @egordm in https://github.com/OpenSTEF/openstef/pull/748
• fix(STEF-2475): Fixed rolling aggregate adder by adding forward filling and stating support for only one horizon. by @egordm in https://github.com/OpenSTEF/openstef/pull/750
• fix(#728): Fixed parallelism stability issues, and gblinear feature pipeline. by @egordm in https://github.com/OpenSTEF/openstef/pull/752
• fix(STEF-2475): Fixed benchmarking issue concering concatting sorted datasets. Fixed sample weight incompatibility with openstef 3. by @egordm in https://github.com/OpenSTEF/openstef/pull/753
• Feature/685 energy split by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/754
• change(#635): release changes to docs by @egordm in https://github.com/OpenSTEF/openstef/pull/757
• chore: replaced alliander emails with lfenergy email. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/767
• fix: Improved mlflow to use run names and load proper models for reuse. Fixed time series plotter to use correct sample interval paramter. by @egordm in https://github.com/OpenSTEF/openstef/pull/768
• fix: fixes in EvaluationPipeline and TimeSeriesPlotter by @lschilders in https://github.com/OpenSTEF/openstef/pull/769
• feature: added use_median option to flatliner forecaster so it predic… by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/773
• chore: change radiation unit to Wm-2 by @lschilders in https://github.com/OpenSTEF/openstef/pull/776
• feature: add standard devation column to ForecastDataset and add it in ConfidenceIntervalApplicator by @lschilders in https://github.com/OpenSTEF/openstef/pull/778
• feature: nonzero flatliner preset by @lschilders in https://github.com/OpenSTEF/openstef/pull/777
• feat(mlflow): suppress MLflow emoji URL logs by @egordm in https://github.com/OpenSTEF/openstef/pull/780
• fix: clip values of wind and solar components to below 0 by @lschilders in https://github.com/OpenSTEF/openstef/pull/779
• feature: check for model config change and skip model selection by @lschilders in https://github.com/OpenSTEF/openstef/pull/781
• fix(STEF-2549): Added none check for model end date from mlflow. Added experiment tags. by @egordm in https://github.com/OpenSTEF/openstef/pull/782
• fix: exclude stdev column from quantile column checking. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/783
• feature: added tutorials for basic functionality. Added convenience method for simple openstef baselines. by @egordm in https://github.com/OpenSTEF/openstef/pull/785
• feature: Selector transform by @lschilders in https://github.com/OpenSTEF/openstef/pull/786
• feature: add regex pattern matching in FeatureSelection and fix combine bug by @lschilders in https://github.com/OpenSTEF/openstef/pull/787
• fix: Tutorials readme and templating by @egordm in https://github.com/OpenSTEF/openstef/pull/790
• fix: handling no valid data in flatliner check by @lschilders in https://github.com/OpenSTEF/openstef/pull/798
• fix: add backward compatibility regex feature selection by @lschilders in https://github.com/OpenSTEF/openstef/pull/800
• fix: handle all-nan target during predict by @lschilders in https://github.com/OpenSTEF/openstef/pull/801
• Add possibility to specify model run for prediction by @ylvab in https://github.com/OpenSTEF/openstef/pull/797
• isotonic calibration by @fleur-petit in https://github.com/OpenSTEF/openstef/pull/795
• feature: Added support for evaluation relative to a single date. Useful for production usecases. by @egordm in https://github.com/OpenSTEF/openstef/pull/806
• fix: restored benchmark results dir and removed openstef 3 comparison. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/808
• add inverse frequency sample weighting method by @MentReeze in https://github.com/OpenSTEF/openstef/pull/807
• chore: add backwards compatibility new SampleWeighter method by @lschilders in https://github.com/OpenSTEF/openstef/pull/810
• feature(STEF-2717): save last valid rolling aggregate during training by @lschilders in https://github.com/OpenSTEF/openstef/pull/811
• fix: add getter method for _is_fitted in RollingAggregatesAdder by @lschilders in https://github.com/OpenSTEF/openstef/pull/812
• Implement-median-model-v4 by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/793
• fix(STEF-2802): skip RollingAggregatesAdder when no aggregation functions by @egordm in https://github.com/OpenSTEF/openstef/pull/813
• fix(STEF-2802): anchor mlflow gitignore patterns to repo root by @egordm in https://github.com/OpenSTEF/openstef/pull/814
• OpenSTEF Meta V0.1 by @Lars800 in https://github.com/OpenSTEF/openstef/pull/771
• chore: Add publish of openstef-meta by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/819
• feat(STEF-2702): openstef-meta cleanup & release pipeline fixes by @egordm in https://github.com/OpenSTEF/openstef/pull/822
• fix(STEF-2702): normalize MLflow tracking URI for Windows compatibility by @egordm in https://github.com/OpenSTEF/openstef/pull/826
• fix: apply flatliner value to all quantiles by @lschilders in https://github.com/OpenSTEF/openstef/pull/828
• chore: OpenSTEF-meta Workflow Improvements by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/829
• fix: Ensemble Forecasting Model postprocessing fit and transform by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/830
• feature: add apply() and timezone-awareness to AvailableAt by @lschilders in https://github.com/OpenSTEF/openstef/pull/831
• fix: timezone handling for offset in AvailableAt apply() (matching apply_index()) by @lschilders in https://github.com/OpenSTEF/openstef/pull/832
• fix: Fix length mismatch bug in combiner fit by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/834
• feature: add metrics and providers MAE, Completeness and extend rMAE by @lschilders in https://github.com/OpenSTEF/openstef/pull/833
• chore: GHA workflow security updates by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/835
• chore: GHA workflow security updates by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/836
• fix(STEF-2854): handle backtest robustness issues by @egordm in https://github.com/OpenSTEF/openstef/pull/837
• add shifter transform and tests by @MentReeze in https://github.com/OpenSTEF/openstef/pull/839
• feat(examples): add custom benchmark examples for BEAM by @egordm in https://github.com/OpenSTEF/openstef/pull/821
• feat: Expand clipper functionality with replacement by NaN by @majidkhoshrou in https://github.com/OpenSTEF/openstef/pull/853
• add shifter and feature selection to ensemble (hybrid model) config by @MentReeze in https://github.com/OpenSTEF/openstef/pull/855
• feature: add helper methods to Quantile and ensure precision safety by @lschilders in https://github.com/OpenSTEF/openstef/pull/856
• feat(STEF-2869): add nan_features to workflow configs by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/858
• feat: enable flatliner fallback by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/859
• fix(STEF-3036): flatliner feature_importances shape mismatch by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/862
• feat(STEF-3001): added lag load fallback. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/860
• fix: handle both 1D and 2D input shapes in XGBoost custom objectives by @Soutehkeshan in https://github.com/OpenSTEF/openstef/pull/866
• Fix/lags fallback backwards compatibility by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/863
• test(loss_functions): add XGBoost 3.2 2D input regression tests by @egordm in https://github.com/OpenSTEF/openstef/pull/867
• feature: Expose max lag days by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/868
• fix(STEF-3054): preserve preprocessing NaN in restore_target by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/869
• Keep custom target column when calling forecaster.predict() by @don-alejandrino in https://github.com/OpenSTEF/openstef/pull/873
• fix(STEF-3054): exclude __-prefixed columns from feature_names by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/870
• chore: rename ConstantMedianForecaster to ConstantQuantileForecaster by @lschilders in https://github.com/OpenSTEF/openstef/pull/874
• feat(tuning): Bayesian hyperparameter tuning via Optuna integration by @egordm in https://github.com/OpenSTEF/openstef/pull/851
• feature: add ModelPerformanceCallback that raises ModelUnderperfomingError by @lschilders in https://github.com/OpenSTEF/openstef/pull/875
• fix: spelling in ModelUnderperformingError by @lschilders in https://github.com/OpenSTEF/openstef/pull/876
• Fix standard lag generation when working with multi-horizon data by @don-alejandrino in https://github.com/OpenSTEF/openstef/pull/878
• feat: integrate ModelPerformanceCallback and ConstantQuantileForecaster into workflows by @lschilders in https://github.com/OpenSTEF/openstef/pull/879
• docs: integrate myst-nb notebook rendering infrastructure (#884) by @egordm in https://github.com/OpenSTEF/openstef/pull/885
• feat(models): add ContributionsPlotter for SHAP visualization by @fleur-petit in https://github.com/OpenSTEF/openstef/pull/877
• docs: fix API reference completeness and navigation (#888) by @egordm in https://github.com/OpenSTEF/openstef/pull/889
• feature: completeness and input validation checks for ConstantQuantileForecaster by @lschilders in https://github.com/OpenSTEF/openstef/pull/890
• docs(tutorials): add inline API links and contextual cross-references by @egordm in https://github.com/OpenSTEF/openstef/pull/891
• docs: navigation structure with embedded tutorial pages by @egordm in https://github.com/OpenSTEF/openstef/pull/893
• fix(docs): ensure backtesting tutorial downloads dataset before use by @egordm in https://github.com/OpenSTEF/openstef/pull/895
• fix(docs): add kaleido for notebook plot rendering in CI by @egordm in https://github.com/OpenSTEF/openstef/pull/896
• docs: update front page with proper links and openstef-meta by @egordm in https://github.com/OpenSTEF/openstef/pull/897
• docs: add datasets tutorial notebook by @egordm in https://github.com/OpenSTEF/openstef/pull/899
• docs: auto-update documentation pages for release release/v4.0.0 by @egordm in https://github.com/OpenSTEF/openstef/pull/902
• chore(release): retarget CI and docs deploy for main by @egordm in https://github.com/OpenSTEF/openstef/pull/904
• merge: bring main into v4 (drop v3 content, clear PR #637 conflicts) by @egordm in https://github.com/OpenSTEF/openstef/pull/905
• release(4.0.0): OpenSTEF 4.0.0 tracking branch. by @egordm in https://github.com/OpenSTEF/openstef/pull/637

New Contributors

• @fleur-petit made their first contribution in https://github.com/OpenSTEF/openstef/pull/699
• @Soutehkeshan made their first contribution in https://github.com/OpenSTEF/openstef/pull/866

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.93...v4.0.0

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 3 months ago

OpenSTEF - v4.0.0.a43

What's Changed

• docs: integrate myst-nb notebook rendering infrastructure (#884) by @egordm in https://github.com/OpenSTEF/openstef/pull/885
• feat(models): add ContributionsPlotter for SHAP visualization by @fleur-petit in https://github.com/OpenSTEF/openstef/pull/877
• docs: fix API reference completeness and navigation (#888) by @egordm in https://github.com/OpenSTEF/openstef/pull/889
• feature: completeness and input validation checks for ConstantQuantileForecaster by @lschilders in https://github.com/OpenSTEF/openstef/pull/890

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a42...v4.0.0.a43

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 3 months ago

OpenSTEF - v4.0.0.a42

What's Changed

• fix: spelling in ModelUnderperformingError by @lschilders in https://github.com/OpenSTEF/openstef/pull/876
• Fix standard lag generation when working with multi-horizon data by @don-alejandrino in https://github.com/OpenSTEF/openstef/pull/878
• feat: integrate ModelPerformanceCallback and ConstantQuantileForecaster into workflows by @lschilders in https://github.com/OpenSTEF/openstef/pull/879

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a41...v4.0.0.a42

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 3 months ago

OpenSTEF - v4.0.0.a41

What's Changed

• chore: rename ConstantMedianForecaster to ConstantQuantileForecaster by @lschilders in https://github.com/OpenSTEF/openstef/pull/874
• feat(tuning): Bayesian hyperparameter tuning via Optuna integration by @egordm in https://github.com/OpenSTEF/openstef/pull/851
• feature: add ModelPerformanceCallback that raises ModelUnderperfomingError by @lschilders in https://github.com/OpenSTEF/openstef/pull/875

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a40...v4.0.0.a41

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 3 months ago

OpenSTEF - v4.0.0.a40

What's Changed

• Keep custom target column when calling forecaster.predict() by @don-alejandrino in https://github.com/OpenSTEF/openstef/pull/873
• fix(STEF-3054): exclude __-prefixed columns from feature_names by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/870

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a39...v4.0.0.a40

Energy Systems - Load and Demand Forecasting - Python
Published by MvLieshout 3 months ago

OpenSTEF - v4.0.0.a39

What's Changed

• fix(STEF-3054): preserve preprocessing NaN in restore_target by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/869

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a38...v4.0.0.a39

Energy Systems - Load and Demand Forecasting - Python
Published by MvLieshout 3 months ago

OpenSTEF - v4.0.0.a38

What's Changed

• feature: Expose max lag days by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/868

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a37...v4.0.0.a38

Energy Systems - Load and Demand Forecasting - Python
Published by MvLieshout 3 months ago

OpenSTEF - v4.0.0.a37

What's Changed

• fix: handle both 1D and 2D input shapes in XGBoost custom objectives by @Soutehkeshan in https://github.com/OpenSTEF/openstef/pull/866
• Fix/lags fallback backwards compatibility by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/863
• test(loss_functions): add XGBoost 3.2 2D input regression tests by @egordm in https://github.com/OpenSTEF/openstef/pull/867

New Contributors

• @Soutehkeshan made their first contribution in https://github.com/OpenSTEF/openstef/pull/866

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a36...v4.0.0.a37

Energy Systems - Load and Demand Forecasting - Python
Published by bartpleiter 3 months ago

OpenSTEF - v4.0.0.a36

What's Changed

• feat(STEF-3001): added lag load fallback. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/860

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a35...v4.0.0.a36

Energy Systems - Load and Demand Forecasting - Python
Published by bartpleiter 4 months ago

OpenSTEF - v4.0.0.a35

What's Changed

• fix(STEF-3036): flatliner feature_importances shape mismatch by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/862

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a34...v4.0.0.a35

Energy Systems - Load and Demand Forecasting - Python
Published by MvLieshout 4 months ago

OpenSTEF - v4.0.0.a34

What's Changed

• feat: enable flatliner fallback by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/859

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a33...v4.0.0.a34

Energy Systems - Load and Demand Forecasting - Python
Published by MvLieshout 4 months ago

OpenSTEF - v4.0.0.a33

What's Changed

• feat(STEF-2869): add nan_features to workflow configs by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/858

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a32...v4.0.0.a33

Energy Systems - Load and Demand Forecasting - Python
Published by MvLieshout 4 months ago

OpenSTEF - v4.0.0.a32

What's Changed

• feature: add helper methods to Quantile and ensure precision safety by @lschilders in https://github.com/OpenSTEF/openstef/pull/856

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a31...v4.0.0.a32

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 4 months ago

OpenSTEF - v4.0.0.a31

What's Changed

• feat(examples): add custom benchmark examples for BEAM by @egordm in https://github.com/OpenSTEF/openstef/pull/821
• feat: Expand clipper functionality with replacement by NaN by @majidkhoshrou in https://github.com/OpenSTEF/openstef/pull/853
• add shifter and feature selection to ensemble (hybrid model) config by @MentReeze in https://github.com/OpenSTEF/openstef/pull/855

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a30...v4.0.0.a31

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 4 months ago

OpenSTEF - v4.0.0.a30

What's Changed

• add shifter transform and tests by @MentReeze in https://github.com/OpenSTEF/openstef/pull/839

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a29...v4.0.0.a30

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 5 months ago

OpenSTEF - v4.0.0.a29

What's Changed

• chore: GHA workflow security updates by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/836
• fix(STEF-2854): handle backtest robustness issues by @egordm in https://github.com/OpenSTEF/openstef/pull/837

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a28...v4.0.0.a29

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 5 months ago

OpenSTEF - v4.0.0.a28

What's Changed

• feature: add metrics and providers MAE, Completeness and extend rMAE by @lschilders in https://github.com/OpenSTEF/openstef/pull/833

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a27...v4.0.0.a28

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 5 months ago

OpenSTEF - v4.0.0.a27

What's Changed

• fix: timezone handling for offset in AvailableAt apply() (matching apply_index()) by @lschilders in https://github.com/OpenSTEF/openstef/pull/832
• fix: Fix length mismatch bug in combiner fit by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/834

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a26...v4.0.0.a27

Energy Systems - Load and Demand Forecasting - Python
Published by MvLieshout 5 months ago

OpenSTEF - v4.0.0.a26

What's Changed

• feature: add apply() and timezone-awareness to AvailableAt by @lschilders in https://github.com/OpenSTEF/openstef/pull/831

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a25...v4.0.0.a26

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 5 months ago

OpenSTEF - v4.0.0.a25

What's Changed

• fix: Ensemble Forecasting Model postprocessing fit and transform by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/830

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a24...v4.0.0.a25

Energy Systems - Load and Demand Forecasting - Python
Published by MvLieshout 5 months ago

OpenSTEF - v4.0.0.a24

What's Changed

• chore: OpenSTEF-meta Workflow Improvements by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/829

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a23...v4.0.0.a24

Energy Systems - Load and Demand Forecasting - Python
Published by MvLieshout 5 months ago

OpenSTEF - v4.0.0.a23

What's Changed

• fix: apply flatliner value to all quantiles by @lschilders in https://github.com/OpenSTEF/openstef/pull/828

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a22...v4.0.0.a23

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 5 months ago

OpenSTEF - v3.4.93

What's Changed

• chore: update README with a note on development of v4 by @lschilders in https://github.com/OpenSTEF/openstef/pull/816
• fix: pin mlflow-skinny to fix test by @lschilders in https://github.com/OpenSTEF/openstef/pull/817
• Fix: Correct timedelta conversion in train-test split. by @don-alejandrino in https://github.com/OpenSTEF/openstef/pull/825
• add new zealand bidding zone by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/820
• chore(STEF-2702): modernize release workflows on main by @egordm in https://github.com/OpenSTEF/openstef/pull/827

New Contributors

• @don-alejandrino made their first contribution in https://github.com/OpenSTEF/openstef/pull/825

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.92...v3.4.93

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 5 months ago

OpenSTEF - v4.0.0.a22

What's Changed

• fix(STEF-2702): normalize MLflow tracking URI for Windows compatibility by @egordm in https://github.com/OpenSTEF/openstef/pull/826

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a21...v4.0.0.a22

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 5 months ago

OpenSTEF - v4.0.0.a21

What's Changed

• chore: Add publish of openstef-meta by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/819
• feat(STEF-2702): openstef-meta cleanup & release pipeline fixes by @egordm in https://github.com/OpenSTEF/openstef/pull/822

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a20...v4.0.0.a21

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 5 months ago

OpenSTEF - v4.0.0.a20

What's Changed

• OpenSTEF Meta V0.1 by @Lars800 in https://github.com/OpenSTEF/openstef/pull/771

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a19...v4.0.0.a20

Energy Systems - Load and Demand Forecasting - Python
Published by MvLieshout 5 months ago

OpenSTEF - v4.0.0.a19

What's Changed

• fix(STEF-2802): anchor mlflow gitignore patterns to repo root by @egordm in https://github.com/OpenSTEF/openstef/pull/814

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a18...v4.0.0.a19

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 6 months ago

OpenSTEF - v4.0.0.a18

What's Changed

• fix(STEF-2802): skip RollingAggregatesAdder when no aggregation functions by @egordm in https://github.com/OpenSTEF/openstef/pull/813

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a17...v4.0.0.a18

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 6 months ago

OpenSTEF - v4.0.0.a17

What's Changed

• Implement-median-model-v4 by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/793

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a16...v4.0.0.a17

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 6 months ago

OpenSTEF - v4.0.0.a16

What's Changed

• fix: add getter method for _is_fitted in RollingAggregatesAdder by @lschilders in https://github.com/OpenSTEF/openstef/pull/812

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a15...v4.0.0.a16

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 6 months ago

OpenSTEF - v4.0.0.a15

What's Changed

• fix: restored benchmark results dir and removed openstef 3 comparison. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/808
• add inverse frequency sample weighting method by @MentReeze in https://github.com/OpenSTEF/openstef/pull/807
• chore: add backwards compatibility new SampleWeighter method by @lschilders in https://github.com/OpenSTEF/openstef/pull/810
• feature(STEF-2717): save last valid rolling aggregate during training by @lschilders in https://github.com/OpenSTEF/openstef/pull/811

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a14...v4.0.0.a15

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 6 months ago

OpenSTEF - v4.0.0.a14

What's Changed

• Add possibility to specify model run for prediction by @ylvab in https://github.com/OpenSTEF/openstef/pull/797
• isotonic calibration by @fleur-petit in https://github.com/OpenSTEF/openstef/pull/795
• feature: Added support for evaluation relative to a single date. Useful for production usecases. by @egordm in https://github.com/OpenSTEF/openstef/pull/806

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a13...v4.0.0.a14

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 7 months ago

OpenSTEF - v4.0.0.a13

What's Changed

• fix: handle all-nan target during predict by @lschilders in https://github.com/OpenSTEF/openstef/pull/801

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a12...v4.0.0.a13

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 7 months ago

OpenSTEF - v4.0.0.a12

What's Changed

• fix: add backward compatibility regex feature selection by @lschilders in https://github.com/OpenSTEF/openstef/pull/800

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a11...v4.0.0.a12

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 7 months ago

OpenSTEF - v4.0.0.a11

What's Changed

• fix: Tutorials readme and templating by @egordm in https://github.com/OpenSTEF/openstef/pull/790
• fix: handling no valid data in flatliner check by @lschilders in https://github.com/OpenSTEF/openstef/pull/798

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a10...v4.0.0.a11

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 7 months ago

OpenSTEF - v4.0.0.a10

What's Changed

• feature: add regex pattern matching in FeatureSelection and fix combine bug by @lschilders in https://github.com/OpenSTEF/openstef/pull/787

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a9...v4.0.0.a10

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 8 months ago

OpenSTEF - v4.0.0.a9

What's Changed

• feature: Selector transform by @lschilders in https://github.com/OpenSTEF/openstef/pull/786

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a8...v4.0.0.a9

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 8 months ago

OpenSTEF - v4.0.0.a8

What's Changed

• fix: exclude stdev column from quantile column checking. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/783
• feature: added tutorials for basic functionality. Added convenience method for simple openstef baselines. by @egordm in https://github.com/OpenSTEF/openstef/pull/785

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a7...v4.0.0.a8

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 8 months ago

OpenSTEF - v3.4.92

What's Changed

• Made max training period configurable in task by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/784

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.91...v3.4.92

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF 8 months ago

OpenSTEF - v4.0.0.a7

What's Changed

• fix(STEF-2549): Added none check for model end date from mlflow. Added experiment tags. by @egordm in https://github.com/OpenSTEF/openstef/pull/782

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a6...v4.0.0.a7

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 8 months ago

OpenSTEF - v4.0.0.a6

What's Changed

• fix: clip values of wind and solar components to below 0 by @lschilders in https://github.com/OpenSTEF/openstef/pull/779
• feature: check for model config change and skip model selection by @lschilders in https://github.com/OpenSTEF/openstef/pull/781

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a5...v4.0.0.a6

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 8 months ago

OpenSTEF - v4.0.0.a5

What's Changed

• feat(mlflow): suppress MLflow emoji URL logs by @egordm in https://github.com/OpenSTEF/openstef/pull/780

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a4...v4.0.0.a5

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 8 months ago

OpenSTEF - v4.0.0.a4

What's Changed

• chore: change radiation unit to Wm-2 by @lschilders in https://github.com/OpenSTEF/openstef/pull/776
• feature: add standard devation column to ForecastDataset and add it in ConfidenceIntervalApplicator by @lschilders in https://github.com/OpenSTEF/openstef/pull/778
• feature: nonzero flatliner preset by @lschilders in https://github.com/OpenSTEF/openstef/pull/777

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a3...v4.0.0.a4

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 8 months ago

OpenSTEF - v4.0.0.a3

What's Changed

• feature: added use_median option to flatliner forecaster so it predic… by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/773

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a2...v4.0.0.a3

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 8 months ago

OpenSTEF - v3.4.91

What's Changed

• feature: Added option for non-zero flatliner prediction. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/772

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.90...v3.4.91

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF 8 months ago

OpenSTEF - v4.0.0.a2

What's Changed

• fix: fixes in EvaluationPipeline and TimeSeriesPlotter by @lschilders in https://github.com/OpenSTEF/openstef/pull/769

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a1...v4.0.0.a2

Energy Systems - Load and Demand Forecasting - Python
Published by lschilders 9 months ago

OpenSTEF - v4.0.0.a1

What's Changed

• chore: replaced alliander emails with lfenergy email. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/767
• fix: Improved mlflow to use run names and load proper models for reuse. Fixed time series plotter to use correct sample interval paramter. by @egordm in https://github.com/OpenSTEF/openstef/pull/768

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v4.0.0.a0...v4.0.0.a1

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 9 months ago

OpenSTEF - v3.4.90

What's Changed

• change(#635): Added a flag to use old publishing pipeline only when v3 release is made. by @egordm in https://github.com/OpenSTEF/openstef/pull/758
• change(#635): Added v4 release script. by @egordm in https://github.com/OpenSTEF/openstef/pull/759
• change(#635): Deleted v4 script in favor of release branch. by @egordm in https://github.com/OpenSTEF/openstef/pull/760
• Change/635 release v4 script3 by @egordm in https://github.com/OpenSTEF/openstef/pull/761
• change(#635): Added v4 release script. by @egordm in https://github.com/OpenSTEF/openstef/pull/762
• change(#635): Changed release method to trusted publishing. by @egordm in https://github.com/OpenSTEF/openstef/pull/763
• chore: replaced alliander emails with lfenergy email. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/766

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.89...v3.4.90

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF 9 months ago

OpenSTEF - v4.0.0.a0

What's Changed

• Update issue templates by @egordm in https://github.com/OpenSTEF/openstef/pull/620
• feature: Added issue templates to OpenSTEF. and fixed their licensing. by @egordm in https://github.com/OpenSTEF/openstef/pull/621
• feat: updated authors. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/613
• feature(STEF-2297): Setup OpenSTEF 4.0 branch by @egordm in https://github.com/OpenSTEF/openstef/pull/638
• feature(STEF-2298): [OpenSTEF 4.0] Setup project dev tools by @egordm in https://github.com/OpenSTEF/openstef/pull/639
• feature(STEF-2299): [OpenSTEF 4.0] Setup CI/CD by @egordm in https://github.com/OpenSTEF/openstef/pull/640
• feature(STEF-2300): Added contributing guide and docs by @egordm in https://github.com/OpenSTEF/openstef/pull/641
• feature(629): Added project skeleton, added default pydantic models, added documentation on how to do logging. by @egordm in https://github.com/OpenSTEF/openstef/pull/643
• feature(#628): Added openstef core package for datasets and other shared code. by @egordm in https://github.com/OpenSTEF/openstef/pull/645
• feature(#628): Minor adjustments in reference doc generation. by @egordm in https://github.com/OpenSTEF/openstef/pull/646
• feature(#628): Addition of STEF BEAM by @egordm in https://github.com/OpenSTEF/openstef/pull/647
• feature(#626): Refactored VersionedTimeSeriesDataset to consist of versioned parts to avoid O(n^2) problem when doing cross dataset operations. by @egordm in https://github.com/OpenSTEF/openstef/pull/657
• feature(#626): Add feature engineering by @lschilders in https://github.com/OpenSTEF/openstef/pull/650
• feature(626): Completeness check by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/655
• feature(626): Flatliner check transform by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/651
• feature(#626): Moved transforms to the openstef-models package. by @egordm in https://github.com/OpenSTEF/openstef/pull/659
• feature(#628): Updated package deps. by @egordm in https://github.com/OpenSTEF/openstef/pull/660
• feature(#626): Added feature pipeline and horizon splitting by @egordm in https://github.com/OpenSTEF/openstef/pull/664
• feature(#628): Added lag transform. Fixed bug where timeseries dataset part can have duplicate timestamps in index. by @egordm in https://github.com/OpenSTEF/openstef/pull/665
• feature(#626): Air-related Features Transform by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/663
• feature(626): Energy domain features by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/666
• Fixed #656 by updating style guide typing guidelines. And fixed #661 by fixing github links to docs and disabling source button. by @egordm in https://github.com/OpenSTEF/openstef/pull/667
• feature(#627): Implemented model interfaces by @egordm in https://github.com/OpenSTEF/openstef/pull/669
• feature(#633): Added model pipeline, interfaces for postprocessing, storage, callbacks. Refactor by reorganizing transforms. by @egordm in https://github.com/OpenSTEF/openstef/pull/674
• add rIQD and relative pinball loss metrics by @MentReeze in https://github.com/OpenSTEF/openstef/pull/675
• Add option to plot timeseries without interpolated lines where gaps in data by @MentReeze in https://github.com/OpenSTEF/openstef/pull/676
• feature(#633): Refactored transform, predictor and stateful bases. Added split component pipeline. by @egordm in https://github.com/OpenSTEF/openstef/pull/677
• feature(#687): Implemented xgboost model by @egordm in https://github.com/OpenSTEF/openstef/pull/694
• feature(#687): Implemented gblinear model by @lschilders in https://github.com/OpenSTEF/openstef/pull/695
• add quantile calibration boxplot by @MentReeze in https://github.com/OpenSTEF/openstef/pull/682
• feature(#688): add FlatlinerForecaster by @lschilders in https://github.com/OpenSTEF/openstef/pull/696
• feat(#679): added dimensionality reduction transform by @fleur-petit in https://github.com/OpenSTEF/openstef/pull/699
• feature: Added n_estimators to GBLinear to control how many iterations to run by @egordm in https://github.com/OpenSTEF/openstef/pull/700
• add windowed metrics averaged over locations by @MentReeze in https://github.com/OpenSTEF/openstef/pull/701
• feature(#689): Add basecase forecaster by @lschilders in https://github.com/OpenSTEF/openstef/pull/702
• fix: various forecasting fixes by @egordm in https://github.com/OpenSTEF/openstef/pull/703
• feature: Added license check / summary. by @egordm in https://github.com/OpenSTEF/openstef/pull/704
• feature(#678): Created a new explicit multihorizon type. Added input data splitting. by @egordm in https://github.com/OpenSTEF/openstef/pull/706
• feature(#691): State serialization fixes. Added validation to MultiHorizon. Standardized dataset saving. by @egordm in https://github.com/OpenSTEF/openstef/pull/707
• feature(#691): Implemented train-test splitting in model. MLFlow storage, model freshness check, and compare new model against the old one. by @egordm in https://github.com/OpenSTEF/openstef/pull/708
• feature: add get window versioned in backtest to allow backtesting with versioned data. by @egordm in https://github.com/OpenSTEF/openstef/pull/710
• feature(#632): Added quantile sorter, confidence interval applicator, and postprocessing pipeline. by @egordm in https://github.com/OpenSTEF/openstef/pull/709
• fix: Fixed various warnings during tests. by @egordm in https://github.com/OpenSTEF/openstef/pull/711
• feature(#681): rename transforms and workflows by @egordm in https://github.com/OpenSTEF/openstef/pull/712
• feature(#681): Added standardized column selection for transforms. Fixed bug in holiday feature adder. Added a list of added columns. by @egordm in https://github.com/OpenSTEF/openstef/pull/716
• feature(#697): added benchmark for public liander2024 dataset to openstef-beam by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/717
• Feature/697 liander2024 benchmark forecaster and example by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/720
• feature(#681): Added workflow preset with some out of the box configuration for short term energy forecasting by @egordm in https://github.com/OpenSTEF/openstef/pull/723
• feature(#681): OSTEF3 style lags. by @egordm in https://github.com/OpenSTEF/openstef/pull/725
• feature(#681): Added sample weighting. Updated forecasting workflow. by @egordm in https://github.com/OpenSTEF/openstef/pull/726
• feature(#690) added feature importance by @egordm in https://github.com/OpenSTEF/openstef/pull/727
• feature: improve preset data split, added more validation by @egordm in https://github.com/OpenSTEF/openstef/pull/730
• feature(#718): Removed lambdas from liander 2024 target provider. #728 Made various fixes to improve gblinear performance. Normalization, loss function, sample weighting. by @egordm in https://github.com/OpenSTEF/openstef/pull/731
• feature: Add sample weighted rCRPS by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/734
• feature(#728): state save refactor by @egordm in https://github.com/OpenSTEF/openstef/pull/733
• fix: Retraining data bug Liander 2024 benchmark by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/740
• added iterative imputer by @fleur-petit in https://github.com/OpenSTEF/openstef/pull/737
• feature: forecaster hyperparams and eval metrics by @egordm in https://github.com/OpenSTEF/openstef/pull/746
• fix(STEF-2475) fix and refactor backtesting iction in context of backtestforecasting config for clarity. Added more colors. Fixed data split function to handle 0.0 splits. by @egordm in https://github.com/OpenSTEF/openstef/pull/747
• feature: Disabled data cutoff by default to be consistent with openstef 3. And other minor improvements. by @egordm in https://github.com/OpenSTEF/openstef/pull/748
• fix(STEF-2475): Fixed rolling aggregate adder by adding forward filling and stating support for only one horizon. by @egordm in https://github.com/OpenSTEF/openstef/pull/750
• fix(#728): Fixed parallelism stability issues, and gblinear feature pipeline. by @egordm in https://github.com/OpenSTEF/openstef/pull/752
• fix(STEF-2475): Fixed benchmarking issue concering concatting sorted datasets. Fixed sample weight incompatibility with openstef 3. by @egordm in https://github.com/OpenSTEF/openstef/pull/753
• Feature/685 energy split by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/754
• change(#635): release changes to docs by @egordm in https://github.com/OpenSTEF/openstef/pull/757

New Contributors

• @fleur-petit made their first contribution in https://github.com/OpenSTEF/openstef/pull/699

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.79...v4.0.0.a0

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 9 months ago

OpenSTEF - v3.4.89

What's Changed

• fix: make step argument conditional on mlflow version. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/749

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.88...v3.4.89

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF 9 months ago

OpenSTEF - v3.4.88

What's Changed

• change: Added step to metric logging to avoid possible metric collisions when logging the model. by @egordm in https://github.com/OpenSTEF/openstef/pull/743

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.87...v3.4.88

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF 9 months ago

OpenSTEF - v3.4.87

What's Changed

• change(STEF-2528): Updated usage of mlflow models by using internal run:/ prefix. This is supported in both v2 and v3. by @egordm in https://github.com/OpenSTEF/openstef/pull/736

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.86...v3.4.87

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF 10 months ago

OpenSTEF - v3.4.86

What's Changed

• change: Replaced default mlflow by mlflow-skinny to reduce dependendencies (flask, etc). Also bumped mlflow to max v3, which seems compatible. by @egordm in https://github.com/OpenSTEF/openstef/pull/735

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.85...v3.4.86

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF 10 months ago

OpenSTEF - v3.4.85

What's Changed

• chore: Improve OpenSTEF 4.0 issue template by @egordm in https://github.com/OpenSTEF/openstef/pull/693
• Fix argument mismatch electricity prices by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/732

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.83...v3.4.85

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF 10 months ago

OpenSTEF - v3.4.83

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.80...v3.4.83

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF 11 months ago

OpenSTEF - v3.4.82

What's Changed

• Update issue templates by @egordm in https://github.com/OpenSTEF/openstef/pull/620
• feature: Added issue templates to OpenSTEF. and fixed their licensing. by @egordm in https://github.com/OpenSTEF/openstef/pull/621
• feat: updated authors. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/613
• Update CITATION.cff by @FrankKr in https://github.com/OpenSTEF/openstef/pull/642
• fix(STEF-2391): Improved feature clipping (to avoid extrapolation) by switching it from minmax to std clipping. by @egordm in https://github.com/OpenSTEF/openstef/pull/668

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.79...v3.4.82

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 11 months ago

OpenSTEF - v3.4.81

What's Changed

• Update issue templates by @egordm in https://github.com/OpenSTEF/openstef/pull/620
• feature: Added issue templates to OpenSTEF. and fixed their licensing. by @egordm in https://github.com/OpenSTEF/openstef/pull/621
• feat: updated authors. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/613
• Update CITATION.cff by @FrankKr in https://github.com/OpenSTEF/openstef/pull/642
• fix(STEF-2391): Improved feature clipping (to avoid extrapolation) by switching it from minmax to std clipping. by @egordm in https://github.com/OpenSTEF/openstef/pull/668

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.79...v3.4.81

Energy Systems - Load and Demand Forecasting - Python
Published by egordm 11 months ago

OpenSTEF - v3.4.80

What's Changed

• Update issue templates by @egordm in https://github.com/OpenSTEF/openstef/pull/620
• feature: Added issue templates to OpenSTEF. and fixed their licensing. by @egordm in https://github.com/OpenSTEF/openstef/pull/621
• feat: updated authors. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/613
• Update CITATION.cff by @FrankKr in https://github.com/OpenSTEF/openstef/pull/642
• fix(STEF-2391): Improved feature clipping (to avoid extrapolation) by switching it from minmax to std clipping. by @egordm in https://github.com/OpenSTEF/openstef/pull/668

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.79...v3.4.80

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF 11 months ago

OpenSTEF - v3.4.79

What's Changed

• feature(STEF-2037): Fixed holiday feature generation. by @egordm in https://github.com/OpenSTEF/openstef/pull/617

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.78...v3.4.79

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF about 1 year ago

OpenSTEF - v3.4.78

What's Changed

• Pin run_id in prediciton job by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/614

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.77...v3.4.78

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF about 1 year ago

OpenSTEF - v3.4.77

What's Changed

• Make fallback strategy configurable by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/616

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.76...v3.4.77

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF about 1 year ago

OpenSTEF - v3.4.76

What's Changed

• fix(STEF-1465): Reset forecast column to P50 after sorting by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/615

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.75...v3.4.76

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.75

What's Changed

• Make median model autoregressive by @ylvab in https://github.com/OpenSTEF/openstef/pull/611

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.74...v3.4.75

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.74

What's Changed

• feat: added citation and validator for citation by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/612

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.73...v3.4.74

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.73

What's Changed

• Feature: Add median regressor by @ylvab in https://github.com/OpenSTEF/openstef/pull/609

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.72...v3.4.73

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.72

What's Changed

• Enhance/Fix minor flaws in OpenstfRegressor by @ylvab in https://github.com/OpenSTEF/openstef/pull/607
• Bump lightgbm to 4.0 by @MvLieshout in https://github.com/OpenSTEF/openstef/pull/606

New Contributors

• @ylvab made their first contribution in https://github.com/OpenSTEF/openstef/pull/607
• @MvLieshout made their first contribution in https://github.com/OpenSTEF/openstef/pull/606

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.70...v3.4.72

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.71

What's Changed

• feature: Remove structlog max version by @clara-de-smet in https://github.com/OpenSTEF/openstef/pull/605

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.69...v3.4.71

Energy Systems - Load and Demand Forecasting - Python
Published by clara-de-smet over 1 year ago

OpenSTEF - v3.4.70

What's Changed

• feature: Remove structlog max version by @clara-de-smet in https://github.com/OpenSTEF/openstef/pull/605

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.69...v3.4.70

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.69

What's Changed

• Fix future warnings: Change T to min by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/604

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.68...v3.4.69

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.68

What's Changed

• [Co-coding] support for custom loggers via logging factory and appsettings by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/600

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.67...v3.4.68

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.67

What's Changed

• Bump jinja2 from 3.1.5 to 3.1.6 in /docs by @dependabot in https://github.com/OpenSTEF/openstef/pull/602
• New condition to add extrapolated windspeed by @MentReeze in https://github.com/OpenSTEF/openstef/pull/599

New Contributors

• @MentReeze made their first contribution in https://github.com/OpenSTEF/openstef/pull/599

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.66...v3.4.67

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.66

What's Changed

• Only use old model for model specs and score checking if ignore_existing_models is set to False by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/598

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.65...v3.4.66

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.65

What's Changed

• feature: add nonzero flatliner detection by @lschilders in https://github.com/OpenSTEF/openstef/pull/603

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.64...v3.4.65

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.64

What's Changed

• Add possibility to install cpu only version of xgboost by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/597
• feature(STEF-247): Added forecast load + quantile plotting. by @egordm in https://github.com/OpenSTEF/openstef/pull/601

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.63...v3.4.64

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.63

What's Changed

• fix: compute feature importance GBLinear with absolute weight values by @lschilders in https://github.com/OpenSTEF/openstef/pull/596

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.62...v3.4.63

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.62

What's Changed

• General code improvements by @wfstoel in https://github.com/OpenSTEF/openstef/pull/527

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.61...v3.4.62

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.61

What's Changed

• Bugfix Delete LICENSES/CC-BY-2.5.txt by @Jonasvdbo in https://github.com/OpenSTEF/openstef/pull/581
• changed license from CC-BY-2.5 to MPL-2.0 by @lschilders in https://github.com/OpenSTEF/openstef/pull/595
• updated dataclasses to pydantic v2 models by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/594

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.60...v3.4.61

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.60

What's Changed

• remove T-1D and T-7D from TO_KEEP_FEATURES in gblinear_quantile by @lschilders in https://github.com/OpenSTEF/openstef/pull/592

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.59...v3.4.60

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.59

What's Changed

• fix calculation of rolling aggregates by removing NaNs from window by @lschilders in https://github.com/OpenSTEF/openstef/pull/593

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.58...v3.4.59

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.58

What's Changed

• fix: add pj as func param in add_features by @lschilders in https://github.com/OpenSTEF/openstef/pull/591

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.57...v3.4.58

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.57

What's Changed

• sped up test_pipeline_train_model by @lschilders in https://github.com/OpenSTEF/openstef/pull/590

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.56...v3.4.57

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.56

What's Changed

• add timedelta conversion to iso 8601 format by @lschilders in https://github.com/OpenSTEF/openstef/pull/589

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.55...v3.4.56

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.55

What's Changed

• fix: Added permissions to pr-labeler workflow by @lschilders in https://github.com/OpenSTEF/openstef/pull/588
• feature(STEF-1345): rolling aggregate load by @lschilders in https://github.com/OpenSTEF/openstef/pull/586

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.54...v3.4.55

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.54

What's Changed

• Replace apx with more general name by @JanMaartenvanDoorn in https://github.com/OpenSTEF/openstef/pull/578

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.53...v3.4.54

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.53

What's Changed

• Bump jinja2 from 3.1.4 to 3.1.5 in /docs by @dependabot in https://github.com/OpenSTEF/openstef/pull/582
• feat: added gblinear model as regressor. by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/585

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.52...v3.4.53

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.52

What's Changed

• Metrics not to assume on pd.Series name by @MartinoMensio in https://github.com/OpenSTEF/openstef/pull/545

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.51...v3.4.52

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.51

What's Changed

• Revert "fix fallback strategy" by @lschilders in https://github.com/OpenSTEF/openstef/pull/584

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.50...v3.4.51

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.50

What's Changed

• fix fallback strategy by @MartinoMensio in https://github.com/OpenSTEF/openstef/pull/548

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.49...v3.4.50

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.49

What's Changed

• fix: line 36 duplicates line 35 by @joyshmitz in https://github.com/OpenSTEF/openstef/pull/536
• fix: test_apply_features by @lschilders in https://github.com/OpenSTEF/openstef/pull/583

New Contributors

• @joyshmitz made their first contribution in https://github.com/OpenSTEF/openstef/pull/536

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.48...v3.4.49

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.48

What's Changed

• Update black github action to make review suggestions by @bartpleiter in https://github.com/OpenSTEF/openstef/pull/577
• feature(KTP-1459): Added feature clipping support to limit extrapolation on configured features such as APX. by @egordm in https://github.com/OpenSTEF/openstef/pull/580

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.46...v3.4.48

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.47

What's Changed

• Updated dutch_holidays_2020-2022.csv file by @majidkhoshrou in https://github.com/OpenSTEF/openstef/pull/553
• Create sonarcloud.yml by @Github-OpenSTEF in https://github.com/OpenSTEF/openstef/pull/556
• Fallback for component splitting by @clara-de-smet in https://github.com/OpenSTEF/openstef/pull/558
• Allow SonarCloud action for PRs from forks by @clara-de-smet in https://github.com/OpenSTEF/openstef/pull/559
• fix: SonarCloud checks main instead of PR by @clara-de-smet in https://github.com/OpenSTEF/openstef/pull/560

New Contributors

• @Github-OpenSTEF made their first contribution in https://github.com/OpenSTEF/openstef/pull/556

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.35...v3.4.47

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.46

What's Changed

• Feature/daylight by @majidkhoshrou in https://github.com/OpenSTEF/openstef/pull/576

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.45...v3.4.46

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago

OpenSTEF - v3.4.45

What's Changed

• feature(KTP-1470): Added data balancing feature. by @egordm in https://github.com/OpenSTEF/openstef/pull/574

Full Changelog: https://github.com/OpenSTEF/openstef/compare/v3.4.44...v3.4.45

Energy Systems - Load and Demand Forecasting - Python
Published by Github-OpenSTEF over 1 year ago