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# Active Learning Loading Case Selection

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Accessory repository for the paper "Active Learning Loading Case Selection" including notebooks and data necessary to reproduce all results of the paper. 

# Included Files : 

## Notebooks 
    - Spreadsheet aggregation.ipynb
    - Single-Target random and active learning for loading case selection.ipynb
    - Multi-Target random and active

## Data Files 
   ### Case definition
    - cases.csv
    - cardinal_directions.csv
    - currents.csv
    - waves.csv
    - config0..5
   ### Results data
    - data/ : processed deviation measures for ML predictions
    - plots/ : plotted graphs analyzing data/ files
    - results/ : case-by-case data of ML predictions
   ### Intermediary files
    - cases_full.csv
    - cases_full.xlsx