REF: Remove rolling window fixed algorithms (#36567)

* Fix rolling test result, removed fixed algorithms, some rolling apply with center tests still failing

* Rename function and move offset to correct location

* Impliment center in terms of indexers

* Get all the tests to pass

* Remove center from _apply as no longer needed

* Add better typing

* Deal with numeric precision

* Remove code related to center now being implimented in the fixed indexer

* Add note regarding precision issues

* Note performance hit

* Remove tilde

* Change useage of get_cython_func_type

* Remove self.center from count's _apply

Co-authored-by: Matt Roeschke <[email protected]>

Author: mroeschke

doc/source/whatsnew/v1.2.0.rst

@@ -310,6 +310,7 @@ Performance improvements
 - The internal index method :meth:`~Index._shallow_copy` now makes the new index and original index share cached attributes,
   avoiding creating these again, if created on either. This can speed up operations that depend on creating copies of existing indexes (:issue:`36840`)
 - Performance improvement in :meth:`RollingGroupby.count` (:issue:`35625`)
+- Small performance decrease to :meth:`Rolling.min` and :meth:`Rolling.max` for fixed windows (:issue:`36567`)
 
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