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Refactor task chain up to limits

Marcel Riegerrequested to merge
feature/refactor_limits into master

This PR refactors the task chain to create limit plots. Most important changes:

  • Added MultiDatacardBaseTask, POITask1DWithR and POIScanTask1DWithR
  • Encoded hash of input datacards into output paths
  • Added two new plots (PlotMultipleUpperLimits, PlotUpperLimitsAtPOI) for comparing limits across configurations
  • Updated docs accordingly

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