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Created with Raphaël 2.2.025Jan24222120191817141311107654321Dec201715131211987632130Nov29262524232221191817161512119843229Oct28272625222120191815141312118765427Sep241413987632131Aug30272625242322212019181716141312119643227Jul26232221201918161587542130Jun29282322rename batch scriptswindow_history_size to run_pca_reduction added as parser argumentMerge branch 'sectorial_bootstraps' into felix_TF2_merge_testfix missing branch loop to create bootcollectionbash run scripts added to gitcreate_new_model as parser argument addedcreated WorkflowPostprocessingOnly to try independent plottingMerge branch 'sectorial_bootstraps' into felix_TF2_merge_testupdete boot_feature plotsfist version of working boots per seccreated WorkflowPostprocessingOnly to try independent plottingMerge branch 'felix_issue354-allow-fixed-variable-list-for-feature-importance-boots' into sectorial_bootstrapsfist ideas for sectorial set bootsworkflow_selection added in parser argumentstransformation for input disabled if pca or legendre transformation is activated in __init__ of CDC DataHandlerself._transformation dict removed for input if pca or legendre transformation is appliedpca_xr is not saved if just loaded anymorefixed pca_hash containing DWD_ where it shouldntfixed norm_method is not an attribute of DataHandlerCDCSingleStationuse class variables for chem and meteo names, is now able to distinguish for all parameters of the data handler if provided as dict with respective keys, only use test stations for block mse calculationfixed daterange name in pca_file_hash_listconfiguration for new PCA method added to dh init and run_mtfalco.pyfixed logging being not on info levelalso ensure variables order in get_Xdefault n_pca_dimensions=6, logging to file and console added, check_existing_pca_files added, defaults addedassure variable order in input_dataadded some testsnew method sort_like to ensure ordering when extracting meteo and chem variablesupdate testssave_pca fixcan now use external plot datesrun_pca_reduction.py without searching for existing, concatenate right shape for 2nd arrayconcatenate on axis=1 for res from get_pca_fitfixed res from get_pca_fit having wrong shape (or just not enough pca_dims)removed hard coded window dimadded some doc strings, removed outdated lines, updated some testsupdated some testsplots also fixed for now, refac required to remove comments and todosattempt to avoid RuntimeErrors in nanstd evaluation in pca_stochastic_driveattempt to avoid RuntimeErrors in nanstd evaluation in pca_stochastic_drive