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import tensorflow as tf
import pandas as pd
import os, string, sys, numpy, spacy, nltk, re, random, timeit
import numpy as np
import matplotlib.pyplot as plt
from spacy import displacy
import plotly.express as px
from tensorflow import keras
from tensorflow.keras.layers import Embedding, LSTM, Dense, Bidirectional, Dropout
from tensorflow.keras.models import Sequential
from tensorflow.keras.preprocessing.text import Tokenizer
from tensorflow.keras.preprocessing.sequence import pad_sequences