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import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from matplotlib import style
import seaborn as sns
import tensorflow as tf
from transformers import BertTokenizer



from sklearn.model_selection import train_test_split
from sklearn.preprocessing import LabelEncoder
from keras.utils import to_categorical
from sklearn import preprocessing
import sklearn
from sklearn.metrics import confusion_matrix