# -*- coding: utf-8 -*-
"""
Naive Bayes Classifier for Multinomial Models
@author: K
"""
import logging
import pandas as pd
import numpy as np
from numpy import random
#import gensim
import nltk
from sklearn.model_selection import train_test_split
from sklearn.feature_extraction.text import CountVectorizer, TfidfVectorizer
from sklearn.metrics import accuracy_score, confusion_matrix
import matplotlib.pyplot as plt
from nltk.corpus import stopwords
import re
from bs4 import BeautifulSoup
from IPython import get_ipython
