#!/usr/bin/env sh

array=( val test )

for i in "${array[@]}"

do

    # generate validation preds

    # cov models

    python genPreds.py models/CovAlex_500.yml $i

    python genPreds.py models/CovAlex_500_1-15.yml $i

    python genPreds.py models/CovAlex_500_20-35.yml $i

    python genPreds.py models/CovAlex_500_70-150.yml $i

    python genPreds.py models/CovAlex_250_35Hz.yml $i

    python genPreds.py models/CovAlex_500_35Hz.yml $i

    python genPreds.py models/CovERP_dist.yml $i

    # PolynomialFeatures cov model

    python genPreds.py models/CovAlex_500_poly.yml $i

    python genPreds.py models/CovAlex_500_1-15_poly.yml $i

    python genPreds.py models/CovAlex_500_20-35_poly.yml $i

    python genPreds.py models/CovAlex_500_70-150_poly.yml $i

    python genPreds.py models/CovAlex_250_35Hz_poly.yml $i

    python genPreds.py models/CovAlex_500_35Hz_poly.yml $i

    python genPreds.py models/CovERP_dist_poly.yml $i

    # rafal cov model

    python genPreds.py models/CovRafal_256_35Hz.yml $i

    python genPreds.py models/CovRafal_500_35Hz.yml $i

    # aggregated cov model

    python genPreds.py models/CovAlex_All.yml $i

    python genPreds.py models/CovAlex_old_All.yml $i

    # Low pass EEG model

    python genPreds.py models/FBL.yml $i

    python genPreds.py models/FBL_delay.yml $i

    # Hybrid model (cov + FBL)

    python genPreds.py models/FBLC_256pts.yml $i

    python genPreds.py models/FBLCR_256.yml $i

    # NN models

    python genPreds_RNN.py models/RNN_FB_delay4000.yml $i

    python genPreds_CNN_Tim.py models/cnn_script_2D_30Hz.yml $i

    python genPreds_CNN_Tim.py models/cnn_script_2D_30Hz_shorterDelay.yml $i

    python genPreds_CNN_Tim.py models/cnn_script_1D_30Hz.yml $i

    python genPreds_CNN_Tim.py models/cnn_script_1D_30Hz_shorterDelay.yml $i

    python genPreds_CNN_Tim.py models/cnn_script_1D_5Hz.yml $i

    python genPreds_CNN_Tim.py models/cnn_script_1D_7-30Hz.yml $i

done