Numba riddance

adresses #425 (closed)

• removes numba dependency/usage from saqc
• adds replacement mechanics to make up for performance loss
• see #425 (closed) for an overview over the loss-trade offs (witch are fairly minimal to non-existant in focus use-cases)

docs/cookbooks/CookBooksPanels.rst

@@ -15,7 +15,6 @@ Cook Books
    DataRegularisation
    OutlierDetection
    ResidualOutlierDetection
-   DriftDetection
    MultivariateFlagging
    ../documentation/GenericFunctions
 
@@ -64,16 +63,6 @@ Cook Books
       +++
       *Wrap your custom logical and arithmetic expressions with the generic functions*
 
-
-   .. grid-item-card:: Drift Detection
-      :link: DriftDetection
-      :link-type: doc
-
-      * define metrics to measure distance between data series
-      * automatically determine majority and anomalous data groups
-      +++
-      *Detecting datachunks drifting apart from a reference group*
-
    .. grid-item-card:: Modelling, Residuals and Arithmetics
       :link: ResidualOutlierDetection
       :link-type: doc