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…o >=1.21,<2.2 (#7103) Updates the requirements on [numpy](https://github.com/numpy/numpy) to permit the latest version.

…>=0.6.1 to >=0.6.1,<0.12.0 (#7238) Updates the requirements on [scikit-base](https://github.com/sktime/skbase) to permit the latest version.

Reverts #7296

This PR adds `skchange` to soft dependency sets: * `all_extras` * `all_extras_pandas2` * `annotation` This PR also: * removes `skchange` from the `binder` dependency set * adds a new soft dependency set `detection` which is identical to `annotation`.

This PR removes a leftover duplication from the `sktime`-to-`skbase` refactor - the content of the `sktime` `BaseEstimator` class. I have manually gone through the code step-by-step and verified equivalence. The only changes/differences were: * setting the `GET_FITTED_PARAMS_NESTING` attribute * changes in docstring formatting that were applied in `sktime` but not in `skbase` - I have moved these to a new PR in `skbase`, sktime/skbase#370 * `skbase` hase a safe "get fitted params" subroutine implemented, this is an improvemnet above `sktime` so does not need to be removed As a side issue, the `NotFittedError` in `sktime.exceptions` also needed to be replaced by the `skbase` one, to ensure tests and user code does not fail (due to different class identitites of two `NotFittedError`-s).

Reverts #6721 and removes `prophet` from the list of not `numpy` compatible packages. Should be merged only if tests pass, indicating that `prophet` is compatible with `numpy 2`.

Carries out deprecations and change actions scheduled for 0.34.0: * remove internal `self.task` and `self.learning_type` from `BaseSeriesAnnotator` * remove python 3.8 EOL warnings, as python 3.8 has now reached EOL * bump deprecation/change checks scheduled for 0.33.0 to 0.34.0

…29 to >=0.29,<0.59 (#7308) Updates the requirements on [holidays](https://github.com/vacanza/holidays) to permit the latest version.

…0 to <6.0.0 (#7307) Updates the requirements on [sphinx-issues](https://github.com/sloria/sphinx-issues) to permit the latest version.

This PR is an upgrade of `pyproject.toml` to allow python 3.13. Soft dependencies are all conditioned on python < 3.13, this can be relaxed as soft dependencies start supporting python 3.13. This also adds 3.13 in the CI. For release with `sktime 0.34.0`, not to be merged until python 3.13 is released and compatibility is tested.

…n" (#7299) This PR replaces all documentation (non-code, non-docstring) references to "annotation" with the more commonly used word "detection", in line with #7295. This does not touch code or module structure, and does the following: * change references in readme and API reference * rename API reference page `annotation` to `detection` * rename extension template `annotation` to `detection` * ensuring that links are still valid after the rename

…rts (#7294) This PR prepares a rename of the `annotation` module to `detection`. Carries out step 1 of #7295

This PR changes imports in the detection tutorial to the `detection` module, from `annotation`. Requires #7294.

Instant release action for 0.34.0.

Release PR for 0.34.0 * version number bump * changelog

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