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from fastcore.basics import *
from fastcore.parallel import *
from sklearn.tree import DecisionTreeClassifier
from sklearn.metrics import roc_auc_score, roc_curve, precision_score, recall_score, f1_score, accuracy_score
from os import cpu_count
from math import floor
import pandas as pd
import numpy as np
from sklearn.linear_model import LinearRegression, LogisticRegression
from sklearn.neighbors import KNeighborsClassifier
from sklearn.svm import SVC
from sklearn.tree import DecisionTreeClassifier
from sklearn.ensemble import RandomForestClassifier
from xgboost import XGBClassifier
from lightgbm import LGBMClassifier
from catboost import CatBoostClassifier
from sklearn.naive_bayes import GaussianNB