Update processor to run on NanoAOD with globalParT stage2 #214
Commits on Sep 18, 2024
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enable bdt inference, reduce jecs, add part variables, uniformize pre…
…sel and signal cuts, lower mreg cut;
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Commits on Sep 19, 2024
Commits on Sep 25, 2024
Commits on Sep 27, 2024
Commits on Sep 30, 2024
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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 <jduarte@ucsd.edu>
3 people authoredSep 30, 2024 -
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Commits on Oct 3, 2024
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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 <jduarte@ucsd.edu>
3 people authoredOct 3, 2024 -
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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 <jduarte@ucsd.edu> Co-authored-by: Cristina Mantilla Suarez <cmantill@users.noreply.github.com>
4 people authoredOct 3, 2024 -
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