Flox

What's Changed

* Avoid broadcasting by variables against each other by dcherian in https://github.com/xarray-contrib/flox/pull/186
* Update visualizations & docs by dcherian in https://github.com/xarray-contrib/flox/pull/189
* Check for exact alignment by dcherian in https://github.com/xarray-contrib/flox/pull/192
* Consolidate validation of expected_groups by dcherian in https://github.com/xarray-contrib/flox/pull/193
* Add windows CI by Illviljan in https://github.com/xarray-contrib/flox/pull/151


**Full Changelog**: https://github.com/xarray-contrib/flox/compare/v0.6.3...v0.6.4

What's Changed

Performance updates:

* Fix blockwise sort optimization by dcherian in https://github.com/xarray-contrib/flox/pull/181
* Use blockwise to extract final result by dcherian in https://github.com/xarray-contrib/flox/pull/182


**Full Changelog**: https://github.com/xarray-contrib/flox/compare/v0.6.2...v0.6.3

What's Changed

Breaking Changes

This release fixes a really bad performance regression with `method="cohorts"` and much improved cohorts detection

What's Changed
* Performance improvements for cohorts detection by dcherian in https://github.com/xarray-contrib/flox/pull/172
* Major fix to subset_to_blocks by dcherian in https://github.com/xarray-contrib/flox/pull/173


**Full Changelog**: https://github.com/xarray-contrib/flox/compare/v0.6.0...v0.6.1

What's Changed
Enhancements
* Better dtype support:
* Add a dtype check for numpy arrays in assert_equal by Illviljan in https://github.com/xarray-contrib/flox/pull/158
* Allow specifying output dtype by dcherian in https://github.com/xarray-contrib/flox/pull/131
* Substantially more efficient cohorts strategy by dcherian in https://github.com/xarray-contrib/flox/pull/165


Deprecations and Removals
* Deprecate resample_reduce by dcherian in https://github.com/xarray-contrib/flox/pull/169
* Remove split_out by dcherian in https://github.com/xarray-contrib/flox/pull/170


**Full Changelog**: https://github.com/xarray-contrib/flox/compare/v0.5.10...v0.6.0

What's Changed
* Rename repo to xarray-contrib/flox by dcherian in https://github.com/xarray-contrib/flox/pull/125
* Add [Overlapping trick to docs](https://flox.readthedocs.io/en/latest/user-stories/overlaps.html). by dcherian in https://github.com/xarray-contrib/flox/pull/130
* Support duck arrays by default by dcherian in https://github.com/xarray-contrib/flox/pull/132
* Add ASV benchmark CI workflow by Illviljan in https://github.com/xarray-contrib/flox/pull/139
* Add ci additional by Illviljan in https://github.com/xarray-contrib/flox/pull/143

Bugfixes
* Fix func count for dtype O with numpy and numba by aulemahal in https://github.com/xarray-contrib/flox/pull/138
* Fix test failure on 32bit architectures by avalentino in https://github.com/xarray-contrib/flox/pull/136
* Raise error if multiple by's are used with Ellipsis by Illviljan in https://github.com/xarray-contrib/flox/pull/149
* Fix mypy errors in xarray.py, xrutils.py, cache.py by Illviljan in https://github.com/xarray-contrib/flox/pull/144
* Remove None output from _get_expected_groups by Illviljan in https://github.com/xarray-contrib/flox/pull/152
* Use math.prod instead of np.prod by Illviljan in https://github.com/xarray-contrib/flox/pull/157
* Add link to numpy_groupies by Illviljan in https://github.com/xarray-contrib/flox/pull/160
* Fix mypy errors in core.py by Illviljan in https://github.com/xarray-contrib/flox/pull/150

New Contributors
* avalentino made their first contribution in https://github.com/xarray-contrib/flox/pull/136
* aulemahal made their first contribution in https://github.com/xarray-contrib/flox/pull/138

**Full Changelog**: https://github.com/xarray-contrib/flox/compare/v0.5.9...v0.5.10