sktime 1.0.2

v1.0.2

on Python PyPI

Feature release.
Please see our changelog for a description of all changes.

Highlights

• multiple foundation models for forecasting added:

  • Aurora multimodal foundation model forecaster (#10417) @Faakhir30
  • Cisco TSFM forecaster (#10444) @vedantag17
  • Falcon-X forecaster (#10430) @vedantag17
  • MIRA medical time series foundation model(#10398) @Faakhir30
  • Moirai 2.0 foundation model forecasters (#9678, #333) @ubermensch19, @vedantag17
  • Thuml Sundial forecasting foundation model (#10428) @geetu040
  • Toto-2.0 forecasting foundation model (#10385) @siddharth7113
  • WindFM forecasting foundation model (#10384) @geetu040

• Arps Decline Curve Analysis forecasters (#10258) @scuervo91

• EvoForestTSWM transformer (frozen closed-form feature extractor) (#10458) @kayuksel

• time series regression model_evaluation and RegressionBenchmark (#10409) @NAME-ASHWANIYADAV

• results analyzers for v2 benchmarking (#10482) @yash-sangwan

• MiniRocketMultivariateCython, a Cython (numba-free) implementation of MiniRocketMultivariate with no JIT warmup, faster transform, and optional thread parallelism via n_jobs (#10425) @sssilvar

• HyperTreeNetARForecaster from hypertrees-forecasting (#10544) @aminehd

• Chen & Yang (2004) forecast accuracy metrics (#9364) @michaelellis003

All Contributors

@Abelarm,
@adan-shahid,
@adrynalean,
@AMBRA7592,
@aminehd,
@Ankit-1204,
@archittmittal,
@AYUSH27112021,
@CloseChoice,
@Faakhir30,
@fkiraly,
@geetu040,
@gnanadeep256,
@harish885,
@jgyasu,
@joshdunnlime,
@julian-fong,
@kayuksel,
@kerimkarakan,
@Kevin23-design,
@kiwoongyoon,
@Krishna21435,
@kumarshobhit,
@loulanyue,
@michaelellis003,
@NAME-ASHWANIYADAV,
@narges-aibi,
@Nischal1425,
@OfficialAbhinavSingh,
@onkar717,
@phoeenniixx,
@pyarchana,
@Rishav23av,
@SAY-5,
@scuervo91,
@Si-ra-kri,
@siddharth7113,
@SimonBlanke,
@snoopuppy582,
@Solaris-star,
@sssilvar,
@stephanielees,
@ubermensch19,
@Vbhatt03,
@vedantag17,
@vedhakoushik,
@VenkateshHJoshi,
@vortex-wq,
@wali-reheman,
@XAheli,
@yash-sangwan,
@ziad-ashraf7

New Contributors

• @wali-reheman made their first contribution in #10406
• @stephanielees made their first contribution in #9831
• @kumarshobhit made their first contribution in #10423
• @harish885 made their first contribution in #10408
• @gnanadeep256 made their first contribution in #10438
• @kayuksel made their first contribution in #10458
• @pyarchana made their first contribution in #10497
• @narges-aibi made their first contribution in #10492
• @NAME-ASHWANIYADAV made their first contribution in #10501
• @vortex-wq made their first contribution in #10443
• @kerimkarakan made their first contribution in #10528
• @siddharth7113 made their first contribution in #10385
• @AMBRA7592 made their first contribution in #10318
• @snoopuppy582 made their first contribution in #10231
• @Si-ra-kri made their first contribution in #9424
• @fazalpsinfo-cmyk made their first contribution in #10569
• @vedhakoushik made their first contribution in #10514
• @SAY-5 made their first contribution in #10587
• @scuervo91 made their first contribution in #10258
• @joshdunnlime made their first contribution in #10613
• @aminehd made their first contribution in #10544
• @fkiraly with @Copilot made their first contribution in #10651
• @Krishna21435 made their first contribution in #9568
• @loulanyue made their first contribution in #10558
• @Solaris-star made their first contribution in #10577
• @VenkateshHJoshi made their first contribution in #9453
• @AYUSH27112021 made their first contribution in #7685
• @ziad-ashraf7 made their first contribution in #9555
• @Vbhatt03 made their first contribution in #9396
• @kiwoongyoon made their first contribution in #10495
• @Rishav23av made their first contribution in #10171
• @michaelellis003 made their first contribution in #9364
• @OfficialAbhinavSingh made their first contribution in #10656

Full Changelog: v1.0.1...v1.0.2