test_script.py
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	#not really needed anymore but can be interesting when running the code for the first time, the goal is to see if you have installed all the necessary libraries

	try:
	import random
	import warnings
	from sklearn.metrics import classification_report
	from torch import optim
	from data_processing import *
	from feature_extraction import *
	from model_training import *
	from visualization import *
	from optuna_objectives import *
	from NN_arch_and_helperfonc import *
	import pickle
	import pandas as pd
	import numpy as np
	import time
	from torch.cuda.amp import autocast, GradScaler
	from statsmodels.tsa.arima.model import ARIMA
	from tsfeatures import tsfeatures
	import cProfile
	import pstats
	import os
	import multiprocessing as mp
	import concurrent.futures
	print("All libraries imported successfully.")
	except ImportError as e:
	print(f"Import error: {e}")