temporal-algorithmic-recourse/run_task_alpha.sh at master · unitn-sml/temporal-algorithmic-recourse · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
#!/bin/bash

EXPERIMENT_DIR="./results/task_0_alpha"

mkdir -p $EXPERIMENT_DIR

for alpha in "0.0" "0.3" "0.5" "0.7" "1.0"
do

    python test_causal_recourse.py --alpha ${alpha} --skip-ours --timesteps 50 --classifier dnn --scm linear --trend linear+seasonal --experiment only-robust --output $EXPERIMENT_DIR
    python test_causal_recourse.py --alpha ${alpha} --skip-ours --timesteps 50 --classifier dnn --scm non-linear --trend linear+seasonal --experiment only-robust --output $EXPERIMENT_DIR
    python test_real_data.py --env adult --alpha ${alpha} --skip-ours --timesteps 50 --classifier dnn --trend linear+seasonal --experiment only-robust --output $EXPERIMENT_DIR
    python test_real_data.py --env loan --alpha ${alpha} --skip-ours --timesteps 50 --classifier dnn --trend linear+seasonal --experiment only-robust --output $EXPERIMENT_DIR
    python test_real_data.py --env compas --alpha ${alpha} --skip-ours --timesteps 50 --classifier dnn --trend linear+seasonal --experiment only-robust --output $EXPERIMENT_DIR

done

for alpha in "0.0" "0.3" "0.5" "0.7" "1.0"
do

    python test_causal_recourse.py --alpha ${alpha} --skip-ours --timesteps 50 --classifier linear --scm linear --trend linear+seasonal --experiment only-robust --output $EXPERIMENT_DIR
    python test_causal_recourse.py --alpha ${alpha} --skip-ours --timesteps 50 --classifier linear --scm non-linear --trend linear+seasonal --experiment only-robust --output $EXPERIMENT_DIR

    python test_real_data.py --env adult --alpha ${alpha} --skip-ours --timesteps 50 --classifier linear --trend linear+seasonal --experiment only-robust --output $EXPERIMENT_DIR
    python test_real_data.py --env loan --alpha ${alpha} --skip-ours --timesteps 50 --classifier linear --trend linear+seasonal --experiment only-robust --output $EXPERIMENT_DIR
    python test_real_data.py --env compas --alpha ${alpha} --skip-ours --timesteps 50 --classifier linear --trend linear+seasonal --experiment only-robust --output $EXPERIMENT_DIR

done