Difference between revisions of "AI For Experimental Controls/Datasets"

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== CDC Datasets ==
 
== CDC Datasets ==
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* 2018 (alcohol adjusted): /work/epsci/roark/2018_run_data/epics_calibrations_alcohol_adjusted.csv
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* <b>Alcohol-corrected-2018 + 2020 + 2021 data sets</b>
−
** **Need to create the pressure-balanced train and test sets**
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** <b>Pressure-balanced Train/Test Split 1:</b>
 +
*** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_3145.csv
 +
*** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_3145.csv
 +
** <b>Pressure-balanced Train/Test Split 2:</b>
 +
*** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_1976.csv
 +
*** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_1976.csv
 +
** <b>Pressure-balanced Train/Test Split 3:</b>
 +
*** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_88.csv
 +
*** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_88.csv
 +
** <b>Pressure-balanced Train/Test Split 4:</b>
 +
*** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_1.csv
 +
*** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_1.csv
 +
** <b>Pressure-balanced Train/Test Split 5:</b>
 +
*** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_999.csv
 +
*** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_999.csv
 +
** <b>Low, Medium, High-Pressure files"</b>
 +
*** High pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__hp_all.csv
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*** Medium pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__mp_all.csv
 +
*** Low pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__lp_all.csv 
 +
 
 +
* 2018 (alcohol adjusted):
 +
** All 2018/work/epsci/roark/2018_run_data/epics_calibrations_alcohol_adjusted.csv
 
* 2020:  
 
* 2020:  
 
** All 2020: /group/epsci/home/AIEC/sharedData/2020_GCF_All.csv
 
** All 2020: /group/epsci/home/AIEC/sharedData/2020_GCF_All.csv
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* 2021:  
 
* 2021:  
 
** All: /group/epsci/home/AIEC/sharedData/2021_GCF_All.csv
 
** All: /group/epsci/home/AIEC/sharedData/2021_GCF_All.csv
−
** 2020 and 2021
+
* 2020 and 2021
 
** Pressure-balanced Train: /group/epsci/home/AIEC/sharedData/Balanced_2021_2020_GCF_Test.csv
 
** Pressure-balanced Train: /group/epsci/home/AIEC/sharedData/Balanced_2021_2020_GCF_Test.csv
 
** Pressure-balanced Test: /group/epsci/home/AIEC/sharedData/Balanced_2021_2020_GCF_Test.csv
 
** Pressure-balanced Test: /group/epsci/home/AIEC/sharedData/Balanced_2021_2020_GCF_Test.csv

Latest revision as of 17:05, 23 March 2023

CDC Datasets

  • Alcohol-corrected-2018 + 2020 + 2021 data sets
    • Pressure-balanced Train/Test Split 1:
      • /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_3145.csv
      • /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_3145.csv
    • Pressure-balanced Train/Test Split 2:
      • /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_1976.csv
      • /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_1976.csv
    • Pressure-balanced Train/Test Split 3:
      • /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_88.csv
      • /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_88.csv
    • Pressure-balanced Train/Test Split 4:
      • /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_1.csv
      • /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_1.csv
    • Pressure-balanced Train/Test Split 5:
      • /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_999.csv
      • /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_999.csv
    • Low, Medium, High-Pressure files"
      • High pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__hp_all.csv
      • Medium pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__mp_all.csv
      • Low pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__lp_all.csv
  • 2018 (alcohol adjusted):
    • All 2018/work/epsci/roark/2018_run_data/epics_calibrations_alcohol_adjusted.csv
  • 2020:
    • All 2020: /group/epsci/home/AIEC/sharedData/2020_GCF_All.csv
    • Train: /group/epsci/home/AIEC/sharedData/Balanced_2020_GCF_Train.csv
    • Test: /group/epsci/home/AIEC/sharedData/Balanced_2020_GCF_Test.csv
  • 2021:
    • All: /group/epsci/home/AIEC/sharedData/2021_GCF_All.csv
  • 2020 and 2021
    • Pressure-balanced Train: /group/epsci/home/AIEC/sharedData/Balanced_2021_2020_GCF_Test.csv
    • Pressure-balanced Test: /group/epsci/home/AIEC/sharedData/Balanced_2021_2020_GCF_Test.csv
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