Usage

The package uses three databases to perform the analysis:

parameter database link: in this database one has to set most of the information needed to run the analysis. In particular:

skimming_sel: selection on the reco candidates applied in the conversion
skimming_sel_gen: selection on the gen candidates applied in the conversion
skimming2_sel: selection on the reco candidates applied in the skimming
skimming2_sel_gen: selection on the gen candidates applied in the skimming
bitmap_sel: includes the list of bits used to perform track and candidate selection using the standard cut selection technique (defined at the TTree creation level)
unmerged_tree_dir: directory of the unmerged TTree (in MC and data case)
pkl_out: path where the converted pickle files will be stored.
pkl_skimmed: path where the skimmed pickle files will be stored.
pkl_merged: path where the merged pickle files for ML optimization are stored
pkl_final: path where the final merged analysis pickle (with ML decision) will be stored
var_all: total list of variables that will be stored in the pickles
var_training: list of variables used for the training