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)

requirements.txt

@@ -14,4 +14,4 @@ pandas==2.0.1
 scikit-learn==1.2.2
 scipy==1.10.1
 typing_extensions==4.5.0
-fancy-collections==0.2.1
+fancy-collections==0.2.1
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