zograf

import pandas as pd
import numpy as np
import re
from sklearn.naive_bayes import MultinomialNB
from sklearn.metrics import f1_score, accuracy_score
from sklearn.neural_network import MLPClassifier, MLPRegressor
from sklearn.preprocessing import StandardScaler, OneHotEncoder, LabelEncoder, MinMaxScaler
from sklearn.model_selection import train_test_split
from sklearn.svm import SVC
from sklearn.ensemble import RandomForestClassifier, ExtraTreesClassifier, HistGradientBoostingClassifier, AdaBoostClassifier