resample signature cleanup

See merge request !664

Simplified change points

See merge request !667

added option to not overwrite exsiting flags

See merge request !665

`flagByStatLowPass` is overwriting existing flags

See merge request !580

Expose History

See merge request !661

rename roll to rolling

See merge request !662

Swap interpol refs in doc

See merge request !663

Outlier detection documentation

See merge request !640

Simplify the generics and make them policy compliant

See merge request !650

make resample write meta entries

See merge request !660

make shift write meta entries

See merge request !658

Bump markdown from 3.3.7 to 3.4.3

See merge request !656

Bump beautifulsoup4 from 4.11.2 to 4.12.0

See merge request !654

Bump matplotlib from 3.7.0 to 3.7.1

See merge request !651

Bump scikit-learn from 1.2.1 to 1.2.2

See merge request !652

Bump sphinx-automodapi from 0.14.1 to 0.15.0

See merge request !653

Bump hypothesis from 6.68.2 to 6.70.1

See merge request !655

Bump pytest from 7.2.1 to 7.2.2

See merge request !657

Allow function arguments in config syntax

See merge request !641

Interpolations cleanup

See merge request !648