Permutations can be addressed by using two approaches:
Using an AnalysisWrapper in which you give the Analyzer as a parameter and then the fit performs the loop by calling analysis fit method on the permuted dataset.
Using a Transformer which transforms the dataset in a permuted dataset.
This can be achieved in both ways by:
[ ] Constructing the PermutationTransformer or Permutator as a python generator
[ ] Implementing a Wrapper that uses the Transformer to obtain a new dataset.
Permutations can be addressed by using two approaches:
AnalysisWrapperin which you give theAnalyzeras a parameter and then thefitperforms the loop by calling analysisfitmethod on the permuted dataset.Transformerwhich transforms the dataset in a permuted dataset.This can be achieved in both ways by:
PermutationTransformerorPermutatoras a pythongeneratorWrapperthat uses theTransformerto obtain a new dataset.