score_vs_R_k.sh

#!/bin/bash

methods=(binomial negbin)
se=0.8
sp=0.98
d=0.0455
N=50
r_seq=$(seq 0.25 0.05 5.01)
k_seq=$(seq 0.05 0.05 1.01)
seeds=10000
njobs=1

# Optimizing Tests
lambda_1=0.0
lambda_2=0.0

for r in $r_seq
do
    for k in $k_seq
    do
        for j in {0..1}
        do 
            python -m src.experiment --output=outputs/score_vs_R_k_${methods[$j]}_N_${N}_r_${r}_k_${k}_se_${se}_sp_${sp}_d_${d}_l1_${lambda_1}_l2_${lambda_2}  --lambda_1=$lambda_1 --lambda_2=$lambda_2 --se=$se --sp=$sp --d=$d --n=$N --r=${r} --k=${k} --method=${methods[$j]} --seeds=$seeds --njobs=$njobs  &
        done
    done
    wait
done