Improvements on scripts for decorrelation for cdfs

This change improves the CDF decorrelation process within higgs_dna/tools/decorrelation_CDFs_dumper/. The two previously separate scripts have been combined into a single one. Alongside the improvement of runtime, the script has been commented and more information is given in case of an error. Naming conventions have been standardized to improve consistency and there is only a minimum amount of flags needed to get to the decorrelated CDFs, e.g. by default the input variable is decorrelated against the mass.

assigned to @mwrabetz

added Improvement label

requested review from @cdaumann

requested review from @fmausolf

removed review request for @cdaumann

requested review from @cdaumann

Hi @cdaumann @fmausolf may I please request your review for these changes? Thank you!

requested review from @jspah

You may try out e.g: python CDFdecorrelator.py -i <inputpath> -v sigma_m_over_m_Smeared_corr -p -e 2023postBPix python CDFdecorrelator.py -i <inputpath> -v sigma_m_over_m_corr -p -o testCDF python CDFdecorrelator.py -i <inputpath>

approved this merge request

merged

mentioned in commit 1df814c8

mentioned in issue #208 (closed)