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[ENH] Add `TimeSeries` datatype as per new API - #2410

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phoeenniixx wants to merge 10 commits into

sktime:v2-devfrom

Commits on Sep 6, 2026
- add timeseries datatype
  phoeenniixx
  committed
  a6598b2
- update branch target in the workflow
  phoeenniixx
  committed
  fe57b41
Commits on Sep 8, 2026
- add dm support and metadata data classes
  phoeenniixx
  committed
  30680de
- update docstring
  phoeenniixx
  committed
  fcc24d4
Commits on Sep 13, 2026
- revert dm changes
  phoeenniixx
  committed
  663a893
- add missing old tests
  phoeenniixx
  committed
  84a740f
Commits on Sep 14, 2026
- Make TimeSeries a dataset
  phoeenniixx
  committed
  962e6c7
- update docs
  phoeenniixx
  committed
  d35e8f1
Commits on Sep 15, 2026
- remove the old assert which is not needed now
  phoeenniixx
  committed
  46c4b54
- update timeseries_v2
  phoeenniixx
  committed
  524dcfd