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

Highlights

  • multiple foundation models for forecasting added:

  • Aurora multimodal foundation model forecaster (PR 10417) @Faakhir30

  • Cisco TSFM forecaster (PR 10444) @vedantag17
  • Falcon-X forecaster (PR 10430) @vedantag17
  • MIRA medical time series foundation model(PR 10398) @Faakhir30
  • Moirai 2.0 foundation model forecasters (PR 9678, PR 10333) @ubermensch19, @vedantag17
  • Thuml Sundial forecasting foundation model (PR 10428) @geetu040

  • WindFM forecasting foundation model (PR 10384) @geetu040

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

  • EvoForestTSWM transformer (frozen closed-form feature extractor) (PR 10458) @kayuksel
  • time series regression model_evaluation and RegressionBenchmark (PR 10409) @NAME-ASHWANIYADAV
  • results analyzers for v2 benchmarking (PR 10482) @yash-sangwan
  • MiniRocketMultivariateCython, a Cython (numba-free) implementation of MiniRocketMultivariate with no JIT warmup, faster transform, and optional thread parallelism via n_jobs (PR 10425) @sssilvar
  • HyperTreeNetARForecaster from hypertrees-forecasting (PR 10544) @aminehd
  • Chen & Yang (2004) forecast accuracy metrics (PR 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

Full Changelog: https://github.com/sktime/sktime/compare/v1.0.1...v1.0.2

Source: README.md, updated 2026-07-26