Xskillscore

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Internal Changes
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- Fix build `Ray Bell`_.

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Bug Fixes
~~~~~~~~~
- :py:func:`~xskillscore.rank_histogram` ``random_for_tied=True`` handles tied ranks
correctly by default. ``random_for_tied=False`` ignores this and retains previous
behaviour. (:issue:`335`, :pr:`364`) `Aaron Spring`_.
- Allow singleton dimension in :py:func:`~xskillscore.resample_iterations_idx` as
this is allowed in :py:func:`~xskillscore.resample_iterations` also.
(:issue:`375`, :pr:`376`) `Aaron Spring`_.


Internal Changes
~~~~~~~~~~~~~~~~
- Reduce dependencies (:issue:`359`, :pr:`363`) `Aaron Spring`_.
- Implement ``typing`` for all ``xs.{calls}``.
(:issue:`317`, :pr:`366`) `Aaron Spring`_.
- Refactor masking ``NaN`` in :py:func:`~xskillscore.rps`.
(:pr:`397`) `Aaron Spring`_.
- Use to ``pyproject.toml`` and use ``ruff`` for linting `Ray Bell`_.

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Documentation
~~~~~~~~~~~~~
- Replaced Boston house data in ``tabular.ipynb`` (:pr:`352`) `Ray Bell`_.

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Features
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- :py:func:`~xskillscore.multipletests` controlling the false discovery rate for
multiple hypothesis tests. (:issue:`365`, :pr:`370`) `Aaron Spring`_.


Bug Fixes
~~~~~~~~~
- :py:func:`~xskillscore.crps_ensemble` broadcasts
(:issue:`345`, :pr:`346`) `Aaron Spring`_.

Internal Changes
~~~~~~~~~~~~~~~~
- :py:func:`~xskillscore.resampling.resample_iterations_idx` do not break when ``dim`` is
not coordinate. (:issue:`303`, :pr:`339`) `Aaron Spring`_.
- Allow ``float`` or ``integer`` forecasts in :py:func:`~xskillscore.brier_score`
(:issue:`285`, :pr:`341`) `Aaron Spring`_.

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Internal Changes
~~~~~~~~~~~~~~~~
- Created ``np_probabilistic.py`` (:pr:`333`) `Ray Bell`_.
- Require ``xhistogram>=0.3.0`` (:pr:`337`).

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- Allow ``float`` or ``integer`` forecasts in :py:func:`~xskillscore.brier_score`
(:issue:`285`, :pr:`342`) `Aaron Spring`_


Internal Changes
~~~~~~~~~~~~~~~~
- Added mypy to linting (:pr:`320`) `Zachary Blackwood`_.

Documentation
~~~~~~~~~~~~~
- Added more info in ``quick-start.ipynb`` (:pr:`316`) `Ray Bell`_.
- Created ``tabular-data.ipynb`` (:pr:`330`) `Ray Bell`_.

Breaking changes
~~~~~~~~~~~~~~~~
- Renamed `mae_test` to `halfwidth_ci_test` to make this comparative metric
generic. Now, it accepts any of the distance metrics functions except for
`mape`. The new function has an additional argument called `metric` which is a
string and name of the target distance metric. (:pr:`319`) `Taher Chegini`_.