run.py

import subprocess

methods = [
    {"name": "hydra", "temporal": True},
    {"name": "mr", "temporal": True},
    {"name": "rocket", "temporal": True},
    {"name": "inception", "temporal": True},
    {"name": "xgb", "temporal": False},
    {"name": "rf", "temporal": False},
    {"name": "ridge", "temporal": False},
]

seeds = [2, 3, 5, 7, 11, 13]
n_folds = 5

item_data = []

for method in methods:
    for seed in seeds:
        for fold in range(n_folds):
            process = subprocess.Popen(
                [
                    "python",
                    "main.py",
                    "with",
                    f"method={method['name']}",
                    f"temporal={str(method['temporal'])}",
                    f"n_folds={str(n_folds)}",
                    f"fold={str(fold)}",
                    f"seed={str(seed)}",
                ]
            )
            process.wait()