Code

Current status of Boosted Tau#89

Code

Draft

aloeliger wants to merge 90 commits intocms-tau-pog:mastercms-tau-pog/TauMLTools:masterfrom aloeliger:BoostedTau_masteraloeliger/TauMLTools:BoostedTau_masterCopy head branch name to clipboard

+846-211

Commits

Commits on May 14, 2021

• hard coded boosted tau tests

  aloeliger

  committed
  ef32cee

• Change ShuffleMergeSpectral HPS tau variable to boosted tau

  aloeliger

  committed
  87f0657

Commits on Jun 22, 2021

• Fix shuffle merge text file output

  aloeliger

  committed
  841356b

Commits on Jul 13, 2021

• Change validation tool for boosted tau usage

  aloeliger

  committed
  568483d

• merge master developments into BoostedTau_master

  aloeliger

  committed
  59fc9e8

Commits on Aug 4, 2021

• Potential Dataloader updates

  aloeliger

  committed
  c17ab80

• Experimental merge of master to BoostedTau

  aloeliger

  committed
  702497e

Commits on Aug 5, 2021

• Working training code changes

  aloeliger

  committed
  5aa9f1c

Commits on Oct 18, 2021

• Merge branch 'master' of github.com:cms-tau-pog/TauMLTools into masterMergeAttempt

  aloeliger

  committed
  41b99cb

Commits on Oct 19, 2021

• Finish merge commiting feature scaling code and yaml

  aloeliger

  committed
  9ce7261

Commits on Oct 20, 2021

• Remove pfcand_gamma variables from training yaml due to fature scaling crashes

  aloeliger

  committed
  fbbdea1

• Remove pfcand_gamma variables from training yaml due to feature scaling crashes

  aloeliger

  committed
  c7dbe1b

• Merge branch 'BoostedTau_master' of github.com:aloeliger/TauMLTools into BoostedTau_master

  aloeliger

  committed
  9f5bb5d

Commits on Oct 26, 2021

• Change to temporary boosted tau scaling configuration

  aloeliger

  committed
  a9346d1

Commits on Oct 28, 2021

• Update configuration to where ntuples are stored now

  aloeliger

  committed
  35504cf

Commits on Nov 3, 2021

• Update code to newest version of ntuples and scaling setup

  aloeliger

  committed
  8fd2faa

Commits on Nov 5, 2021

• Update feature scaling code to not scale disabled features

  aloeliger

  committed
  86641fe

• Update various yaml configurations to function with boosted tau updates

  aloeliger

  committed
  610121d

• Update DataLoader base to use proper boosted tau variables

  aloeliger

  committed
  5e6fadc

• Add in missing boosted tau shuffle configs

  aloeliger

  committed
  476dec5

Commits on Nov 11, 2021

• Change configurations to allow for proper memory consumption of DeepBoostedTau trainings

  aloeliger

  committed
  bb49901

• Merge branch 'master' into masterMergeAttempt

  aloeliger

  committed
  4876abf

• Update apply training json to use boosted tau parameters

  aloeliger

  committed
  430fefd

• Merge branch 'eval-dev' of https://github.com/yaourtpourtoi/TauMLTools into mergeEvalDev

  aloeliger

  committed
  3902298

Commits on Nov 29, 2021

• Add some comments to training yaml

  aloeliger

  committed
  2eb14ff

• merge master commits

  aloeliger

  committed
  a5af880

Commits on Dec 3, 2021

• Current state pf repository at time of switching to wisconsin GPU machine

  aloeliger

  committed
  a530103

Commits on Dec 6, 2021

• Changed training config to match current wisconsin conditions

  aloeliger

  committed
  c7e55c3

Commits on Dec 14, 2021

• Upped the number of epochs trained to 20

  aloeliger

  committed
  a27b29f

• Update batches to use entire dataset

  aloeliger

  committed
  40ce9f1

Commits on Jan 14, 2022

• Status of the repository after 40 epoch training

  aloeliger

  committed
  f1d2d95

Commits on Jan 19, 2022

• Speculative commit for adding only pf candidates associated with boosted objects into grid cells

  aloeliger

  committed
  2afb21e

Commits on Jan 21, 2022

• training condfig at training time

  aloeliger

  committed
  a63387a

Commits on Jan 26, 2022

• Update plot configuration to most current DeepBoostedTau test

  aloeliger

  committed
  dd1f4b8

Commits on Feb 2, 2022

• Update boosted tau training dataset location

  aloeliger

  committed
  0ca7ee2

• Speculative Dataloader commit for boosted taus

  Show description for b5967e8
  aloeliger

  committed
  b5967e8

Commits on Feb 10, 2022

• Add quick UL production code

  aloeliger

  committed
  8a6c46a

• Update ROC plotting to most recent DeepBoostedTau

  aloeliger

  committed
  33f8d38

Commits on Feb 11, 2022

• Merge branch 'master' into masterMergeAttempt

  aloeliger

  committed
  7f9f13b

• Merge branch 'BoostedTau_ULproduction' into BoostedTau_master

  aloeliger

  committed
  69ba272

Commits on Feb 14, 2022

• Update bugged UL additions in productions

  aloeliger

  committed
  a290ff0

Commits on Feb 25, 2022

• Add boosted tau filter, and fix production configuration

  aloeliger

  committed
  4d6c623

• Clean up UL production configuration a bit

  aloeliger

  committed
  ccd957f

• Add quick UL production code

  Show description for 89b0709
  aloeliger

  committed
  89b0709

• Update bugged UL additions in productions

  aloeliger

  committed
  c7c8c9d

• Add boosted tau filter, and fix production configuration

  aloeliger

  committed
  f325d9c

• Clean up UL production configuration a bit

  aloeliger

  committed
  9404e64

• Fix dropped data sample type in merge, and fix typo

  aloeliger

  committed
  b0b2178

• Remove tau ID running changes made irrelevant for Boosted Tau UL

  aloeliger

  committed
  d3f770f

• Remove some superfluous commented out code

  aloeliger

  committed
  7ec4256

• Remove additional extraneous changes

  aloeliger

  committed
  2f86b9d

• Remove additional extraneous changes

  aloeliger

  committed
  5ba26d7

• Merge branch 'BoostedTauULProductionCommits' of github.com:aloeliger/TauMLTools into BoostedTauULProductionCommits

  aloeliger

  committed
  1857e41

• Merge branch 'BoostedTauULProductionCommits' into BoostedTau_master

  Show description for 488c5fd
  aloeliger

  committed
  488c5fd

Commits on Mar 8, 2022

• Changes to boosted tau shuffling, missed in initial commits

  aloeliger

  committed
  ad313a1

Commits on Mar 19, 2022

• Update boosted tau configurations for training

  aloeliger

  committed
  8d3ceeb

• revert general training configuration back to standard

  aloeliger

  committed
  78c0913

• Merge branch 'master' into masterMergeAttempt

  aloeliger

  committed
  5fa2c8c

• Remove old boosted tau analysis config

  aloeliger

  committed
  54b44e1

• Remove missed merge conflict changes

  aloeliger

  committed
  22744f6

• Remove additional configs added from earlier tests

  aloeliger

  committed
  1bf0d80

• Clean the getBestBoostedObj function back down to essentials

  aloeliger

  committed
  5204a5c

• Remove Boosted Tau changes to earlier training scripts

  aloeliger

  committed
  6df998d

• Remove boosted tau additions, or mismerged commits

  aloeliger

  committed
  6847446

• Fix misorded line from boosted tau additions

  aloeliger

  committed
  824e8cd

• Remove boosted tau additions to old scaling params file

  aloeliger

  committed
  ac703aa

• remove additional commenting from DataLoader_main

  aloeliger

  committed
  f9edec7

Commits on Mar 22, 2022

• Change boosted configuration and dataloader to properly represent new configuration options for boosted taus

  aloeliger

  committed
  972704c

Commits on Mar 29, 2022

• Post validation commit

  aloeliger

  committed
  0cf225f

• redundant psot validation commit

  aloeliger

  committed
  ae2d97b

Commits on Apr 1, 2022

• boosted tau evaluation plot updates

  aloeliger

  committed
  d9703ba

• Update boosted configuration to recompute tau types in dataloader

  aloeliger

  committed
  4d7227b

• Update dataloader to ignore DeepTau cut in tau type recomputation if cut is below minimum NN output score

  aloeliger

  committed
  f0e0dba

Commits on Apr 5, 2022

• Boosted Tau plotting update

  aloeliger

  committed
  3e78655

• Double boosted tau training time

  aloeliger

  committed
  4888f3d

Commits on Apr 6, 2022

• Modify boosted tau production filtering to happen directly in the production code.

  Show description for a626eb0
  aloeliger

  committed
  a626eb0

• Add boosted tau MVA calculation back into UL sequence

  Show description for 2be1a0e
  aloeliger

  committed
  2be1a0e

• Remove duplicate UL tags, and update global tags to latest(?) version in CondDB

  aloeliger

  committed
  adf1b1c

• Add missing tags to isRun2UL

  aloeliger

  committed
  4148220

• Merge branch 'BoostedTauULProductionCommits' into BoostedTau_master

  aloeliger

  committed
  8e47bad

Commits on Apr 7, 2022

• Add UL types to mcSampleTypes

  aloeliger

  committed
  9db29ea

• Add UL types to mcSampleTypes

  aloeliger

  committed
  aa5732c

• Merge branch 'BoostedTauULProductionCommits' into BoostedTau_master

  aloeliger

  committed
  1f44599

Commits on Apr 14, 2022

• Validation updates

  aloeliger

  committed
  de9bb48

• Re-enable mva discriminators against electrons and muons for boosted tau evaluation

  aloeliger

  committed
  0866d2e

Commits on Aug 8, 2022

• Commits for before even-odd application

  aloeliger

  committed
  3e202f4

Commits on Aug 23, 2022

• Update drawing configurations

  aloeliger

  committed
  2c8fa07

• Merge Branch 'BoostedTau_master' of github.com:aloeliger/TauMLTools into BoostedTau_master

  aloeliger

  committed
  747ec41

• Merge boostedTau_master and HPS tau master 22-Aug-2022

  aloeliger

  committed
  1807761

• Finish merge into BoostedTau_master

  aloeliger

  committed
  8b94e79