See our changelog to view all changes for this release.
Highlights
- LearningShapeletClassifier has been removed, following its deprecation in v1.5.0.
- New estimators, including the ExtendedIsolationForest and MADRID anomaly detectors, the TimeSeriesAgglomerative clusterer and PrevalidatedRidgeClassifier.
- Significant speed-ups across many estimators and transforms, including HIVE-COTE, interval-based forests, rotation forest, BOSS and cBOSS, TDE, Arsenal and RandomShapeletTransform.
- Support for pandas 3, scikit-learn 1.9, and updates to many dependency bounds.
- Deprecated for removal in v1.7.0: the use_pycatch22 parameter, and the unused load_lynx, load_shampoo_sales and load_PBS_dataset dataset loaders.
- Lots of bug fixes!
New Contributors
- @kiwoongyoon made their first contribution in #3573
- @CedricConday made their first contribution in #3585
- @Solaris-star made their first contribution in #3689
- @Hrafz made their first contribution in #3704
- @montyy123 made their first contribution in #3713
- @AshSgDe29071999 made their first contribution in #3681
- @aashoday made their first contribution in #3695
- @AnkitKumarIISERB made their first contribution in #3736
- @mkzung made their first contribution in #3739
- @VedantMadane made their first contribution in #3763
- @EltonChang1 made their first contribution in #3762
- @Obila34 made their first contribution in #3785
- @johannfaouzi made their first contribution in #3804
- @natsu0529 made their first contribution in #3801
- @Anai-Guo made their first contribution in #3796
- @JayeshSuryavanshi made their first contribution in #3702
- @L4XB made their first contribution in #3812
All Contributors
@aadya940, @aashoday, @adam-goose, @alexbanwell1, @Anai-Guo, @AnkitKumarIISERB, @AshSgDe29071999, @baraline, @BB0813, @CedricConday, @EltonChang1, @GiGiKoneti, @hadifawaz1999, @Hrafz, @JayeshSuryavanshi, @johannfaouzi, @kiwoongyoon, @L4XB, @MatthewMiddlehurst, @mkzung, @montyy123, @natsu0529, @Obila34, @patrickzib, @Solaris-star, @SotonSweetXss, @TonyBagnall, @VedantMadane
Full Changelog: v1.5.0...v1.6.0
Contributors
VedantMadane, johannfaouzi, and 15 other contributors