BDT trained and minor modifications to plotting #216
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cmantill
reviewed
Sep 30, 2024
cmantill
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this pull request
Oct 15, 2024
* review xsecs with xsdb * add v12v2 with glopart * use xsdb number for last vbfhh4b sample * fix typo in vbf sample for xsec * add new nano version * delete unused trigger weights * reorder added fatjet variables and rename parT * enable bdt inference, reduce jecs, add part variables, uniformize presel and signal cuts, lower mreg cut; * style: pre-commit fixes * formatting * style: pre-commit fixes * fix format and remove duplicate xsec * style: pre-commit fixes * fix format * add submit config and get rid of unused option * gen match ak8 jets ordered by pt * 2nd try submission * style: pre-commit fixes * fix str * style: pre-commit fixes * add part roc curve validation * add pnet xbb option * style: pre-commit fixes * fix * style: pre-commit fixes * format * style: pre-commit fixes * format * push latest files * style: pre-commit fixes * fix submit * add matching for vv and vjets * style: pre-commit fixes * change pnet txbb option * add assertion in genselection and switch pnet txbb str * style: pre-commit fixes * few more fixes * add options for loading with different txbb versions * move to run2 folder * add bdt training config * style: pre-commit fixes * remove legacy options * style: pre-commit fixes * add bdt training command * style: pre-commit fixes * add all years * style: pre-commit fixes * fix logging * temp fix to submit w/o trigger selection * add logging * style: pre-commit fixes * sync ROC curve * style: pre-commit fixes * BDT trained and minor modifications to plotting (#216) * Added notebook to retrieve eventlist * style: pre-commit fixes * better merge * style: pre-commit fixes * update * style: pre-commit fixes * saving loaded events in root, wip * NB loads file, selects desired columns from hh4b, saves to root * root files saved into a separate folder * started making eventlist.py, made note of potential bug in EventList.ipynb * minor touch ups * make eventlist.py * added README.md * added README.md * tested eventlist script, ready for merge * training BDT with v12 events * PNetPlots wip * wip * plotting ROC for PNET wip * wip * added matching masks * added different way of handling signal exclusive columns * wip * fixed masks, wip * added Legacy, values off, needs fix * wip * wip * added 24Sep26 BDT Training config * modified TrainBDT.py and postprocessing.py to fit retraining * wip * test BDT trained on aprtial data * trained 24Sep27_v5_GloParTv2 * removed duplicate line --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Javier Duarte <[email protected]> * revert trigger selection in place * comparison script * style: pre-commit fixes * working version of ValidateBDT.py, next: evaluate with scale&smear (#217) * Added notebook to retrieve eventlist * style: pre-commit fixes * better merge * style: pre-commit fixes * update * style: pre-commit fixes * saving loaded events in root, wip * NB loads file, selects desired columns from hh4b, saves to root * root files saved into a separate folder * started making eventlist.py, made note of potential bug in EventList.ipynb * minor touch ups * make eventlist.py * added README.md * added README.md * tested eventlist script, ready for merge * training BDT with v12 events * PNetPlots wip * wip * plotting ROC for PNET wip * wip * added matching masks * added different way of handling signal exclusive columns * wip * fixed masks, wip * added Legacy, values off, needs fix * wip * wip * added 24Sep26 BDT Training config * modified TrainBDT.py and postprocessing.py to fit retraining * wip * test BDT trained on aprtial data * trained 24Sep27_v5_GloParTv2 * removed duplicate line * fixed bugs and working on plotting funciton * working version of ValidateBDT.py, next: evaluate with scale&smear * fixed plotting of vertical lines for thresholds --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Javier Duarte <[email protected]> * edit requirements * edit legend * style: pre-commit fixes * performed validation on latest three BDTs, cleaned up code (#219) * Added notebook to retrieve eventlist * style: pre-commit fixes * better merge * style: pre-commit fixes * update * style: pre-commit fixes * saving loaded events in root, wip * NB loads file, selects desired columns from hh4b, saves to root * root files saved into a separate folder * started making eventlist.py, made note of potential bug in EventList.ipynb * minor touch ups * make eventlist.py * added README.md * added README.md * tested eventlist script, ready for merge * training BDT with v12 events * PNetPlots wip * wip * plotting ROC for PNET wip * wip * added matching masks * added different way of handling signal exclusive columns * wip * fixed masks, wip * added Legacy, values off, needs fix * wip * wip * added 24Sep26 BDT Training config * modified TrainBDT.py and postprocessing.py to fit retraining * wip * test BDT trained on aprtial data * trained 24Sep27_v5_GloParTv2 * removed duplicate line * fixed bugs and working on plotting funciton * working version of ValidateBDT.py, next: evaluate with scale&smear * fixed plotting of vertical lines for thresholds * wip * performed validation on thre most recent BDTs, code cleaned up --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Javier Duarte <[email protected]> Co-authored-by: Cristina Mantilla Suarez <[email protected]> * modify jms jmr to default to 10% * style: pre-commit fixes * remove year * restructure yaml files * revert jmsr for semilep-tt and implement in ttskimmer instead * fix a couple of typos in ttskimmer * rhalphalib update * pre-commit * run3 ttskimmer * remove unused option * style: pre-commit fixes --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: dprim7 <[email protected]> Co-authored-by: Javier Duarte <[email protected]>
cmantill
added a commit
that referenced
this pull request
Oct 15, 2024
* review xsecs with xsdb * add v12v2 with glopart * use xsdb number for last vbfhh4b sample * fix typo in vbf sample for xsec * add new nano version * delete unused trigger weights * reorder added fatjet variables and rename parT * enable bdt inference, reduce jecs, add part variables, uniformize presel and signal cuts, lower mreg cut; * style: pre-commit fixes * formatting * style: pre-commit fixes * fix format and remove duplicate xsec * style: pre-commit fixes * fix format * add submit config and get rid of unused option * gen match ak8 jets ordered by pt * 2nd try submission * style: pre-commit fixes * fix str * style: pre-commit fixes * add part roc curve validation * add pnet xbb option * style: pre-commit fixes * fix * style: pre-commit fixes * format * style: pre-commit fixes * format * push latest files * style: pre-commit fixes * fix submit * add matching for vv and vjets * style: pre-commit fixes * change pnet txbb option * add assertion in genselection and switch pnet txbb str * style: pre-commit fixes * few more fixes * add options for loading with different txbb versions * move to run2 folder * add bdt training config * style: pre-commit fixes * remove legacy options * style: pre-commit fixes * add bdt training command * style: pre-commit fixes * add all years * style: pre-commit fixes * fix logging * temp fix to submit w/o trigger selection * add logging * style: pre-commit fixes * sync ROC curve * style: pre-commit fixes * BDT trained and minor modifications to plotting (#216) * Added notebook to retrieve eventlist * style: pre-commit fixes * better merge * style: pre-commit fixes * update * style: pre-commit fixes * saving loaded events in root, wip * NB loads file, selects desired columns from hh4b, saves to root * root files saved into a separate folder * started making eventlist.py, made note of potential bug in EventList.ipynb * minor touch ups * make eventlist.py * added README.md * added README.md * tested eventlist script, ready for merge * training BDT with v12 events * PNetPlots wip * wip * plotting ROC for PNET wip * wip * added matching masks * added different way of handling signal exclusive columns * wip * fixed masks, wip * added Legacy, values off, needs fix * wip * wip * added 24Sep26 BDT Training config * modified TrainBDT.py and postprocessing.py to fit retraining * wip * test BDT trained on aprtial data * trained 24Sep27_v5_GloParTv2 * removed duplicate line --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Javier Duarte <[email protected]> * revert trigger selection in place * comparison script * style: pre-commit fixes * working version of ValidateBDT.py, next: evaluate with scale&smear (#217) * Added notebook to retrieve eventlist * style: pre-commit fixes * better merge * style: pre-commit fixes * update * style: pre-commit fixes * saving loaded events in root, wip * NB loads file, selects desired columns from hh4b, saves to root * root files saved into a separate folder * started making eventlist.py, made note of potential bug in EventList.ipynb * minor touch ups * make eventlist.py * added README.md * added README.md * tested eventlist script, ready for merge * training BDT with v12 events * PNetPlots wip * wip * plotting ROC for PNET wip * wip * added matching masks * added different way of handling signal exclusive columns * wip * fixed masks, wip * added Legacy, values off, needs fix * wip * wip * added 24Sep26 BDT Training config * modified TrainBDT.py and postprocessing.py to fit retraining * wip * test BDT trained on aprtial data * trained 24Sep27_v5_GloParTv2 * removed duplicate line * fixed bugs and working on plotting funciton * working version of ValidateBDT.py, next: evaluate with scale&smear * fixed plotting of vertical lines for thresholds --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Javier Duarte <[email protected]> * edit requirements * edit legend * style: pre-commit fixes * performed validation on latest three BDTs, cleaned up code (#219) * Added notebook to retrieve eventlist * style: pre-commit fixes * better merge * style: pre-commit fixes * update * style: pre-commit fixes * saving loaded events in root, wip * NB loads file, selects desired columns from hh4b, saves to root * root files saved into a separate folder * started making eventlist.py, made note of potential bug in EventList.ipynb * minor touch ups * make eventlist.py * added README.md * added README.md * tested eventlist script, ready for merge * training BDT with v12 events * PNetPlots wip * wip * plotting ROC for PNET wip * wip * added matching masks * added different way of handling signal exclusive columns * wip * fixed masks, wip * added Legacy, values off, needs fix * wip * wip * added 24Sep26 BDT Training config * modified TrainBDT.py and postprocessing.py to fit retraining * wip * test BDT trained on aprtial data * trained 24Sep27_v5_GloParTv2 * removed duplicate line * fixed bugs and working on plotting funciton * working version of ValidateBDT.py, next: evaluate with scale&smear * fixed plotting of vertical lines for thresholds * wip * performed validation on thre most recent BDTs, code cleaned up --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Javier Duarte <[email protected]> Co-authored-by: Cristina Mantilla Suarez <[email protected]> * modify jms jmr to default to 10% * style: pre-commit fixes * remove year * restructure yaml files * revert jmsr for semilep-tt and implement in ttskimmer instead * fix a couple of typos in ttskimmer * rhalphalib update * pre-commit * run3 ttskimmer * remove unused option * style: pre-commit fixes * add more data * remove option * rename dfs * fix ttskimmer options * style: pre-commit fixes * skip empty parquet * change vjets sample * modify list of samples to submit for ttskimmer --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: dprim7 <[email protected]> Co-authored-by: Javier Duarte <[email protected]>
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