Cmomy

Added

- Added `to_values` method to access underlying array data. This should be
preferred to `.values` attribute.
- Added `to_numpy` method to access underlying `numpy.ndarray`.
- Added `to_dataarray` method to access underlying `xarray.DataArray` in
`xCentralMoment s`

- Added submodule `cmomy.random` to handle random numbers generation. This uses
`numpy.random.Generator` behind the scenes.
- Updated `ruff` lintering rules
- Now using `hatchling` for package building
- Update repo template

Changed

- Now CentralMoments and xCentralMoments ensure that data/data_flat share
memory. This may result in passed data not being the same as the internal
data, if reshaping data creates a copy.
- Made little used arguments keyword only

Added

- Now use [lazy_loader](https://github.com/scientific-python/lazy_loader) to
speed up initial load time.

- Now using `module_utilities >=0.6`.
- Changed from `custom-inherit` to `docstring-inheritance`
- Now fully supports typing (passing mypy --stict and pyright)
- Relocated numba functions to submodule `cmomy._lib`.

Changed

- Moved tests to top level of repo (`src/cmomy/tests` to `tests`)

Added

- Package now available on conda-forge

- Bumped maximum python version to 3.11

[`v0.4.1...v0.5.0`](https://github.com/usnistgov/cmomy/compare/v0.4.1...v0.5.0)

Changed

- Testing now handled with nox.

Added

- Moved module `_docstrings_` to `docstrings`. This can be used by other
modules.

Changed

- Update package layout
- New linters via pre-commit
- Development env now handled by tox

- Now use `module-utilities` to handle caching and docfiller.

[`v0.3.0...v0.4.0`](https://github.com/usnistgov/cmomy/compare/v0.3.0...v0.4.0)

Full set of changes:
[`v0.2.2...v0.3.0`](https://github.com/usnistgov/cmomy/compare/v0.2.2...v0.3.0)

Full set of changes:
[`v0.2.1...v0.2.2`](https://github.com/usnistgov/cmomy/compare/v0.2.1...v0.2.2)