v4.0.0.a15

What's Changed

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

Full Changelog: v4.0.0.a14...v4.0.0.a15

v4.0.0.a14

What's Changed

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

Full Changelog: v4.0.0.a13...v4.0.0.a14

v4.0.0.a13

What's Changed

• fix: handle all-nan target during predict by @lschilders in #801

Full Changelog: v4.0.0.a12...v4.0.0.a13

v4.0.0.a12

What's Changed

• fix: add backward compatibility regex feature selection by @lschilders in #800

Full Changelog: v4.0.0.a11...v4.0.0.a12

v4.0.0.a11

What's Changed

• fix: Tutorials readme and templating by @egordm in #790
• fix: handling no valid data in flatliner check by @lschilders in #798

Full Changelog: v4.0.0.a10...v4.0.0.a11

v4.0.0.a10

What's Changed

• feature: add regex pattern matching in FeatureSelection and fix combine bug by @lschilders in #787

Full Changelog: v4.0.0.a9...v4.0.0.a10

v4.0.0.a9

What's Changed

• feature: Selector transform by @lschilders in #786

Full Changelog: v4.0.0.a8...v4.0.0.a9

v4.0.0.a8

What's Changed

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

Full Changelog: v4.0.0.a7...v4.0.0.a8

v3.4.92

What's Changed

• Made max training period configurable in task by @JanMaartenvanDoorn in #784

Full Changelog: v3.4.91...v3.4.92

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 #782

Full Changelog: v4.0.0.a6...v4.0.0.a7