application_vnd.jupyter.stderr_output_1.png
import warnings

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
from textblob import TextBlob
import nltk
import re
from bs4 import BeautifulSoup
from wordcloud import WordCloud, STOPWORDS, ImageColorGenerator
from sklearn.feature_extraction.text import TfidfVectorizer
from sklearn.model_selection import train_test_split
from sklearn.linear_model import LinearRegression
from sklearn.ensemble import RandomForestRegressor
from sklearn.ensemble import RandomForestClassifier
from sklearn.metrics import confusion_matrix
from sklearn.model_selection import GridSearchCV
from sklearn.metrics import accuracy_score
from scipy.sparse import coo_matrix, hstack
import warnings
warnings.filterwarnings('ignore')
from sklearn.metrics import confusion_matrix
from sklearn.metrics import accuracy_score
from keras.models import Sequential
from keras.layers import LSTM
from keras.preprocessing.text import Tokenizer
from keras.preprocessing.sequence import pad_sequences
from keras.layers import Dense, Input, CuDNNLSTM, Embedding, Dropout, Activation, CuDNNGRU, Conv1D
from keras.layers import Bidirectional, GlobalMaxPool1D, Flatten
from keras.optimizers import Adam
from keras.models import Model
from keras.engine.topology import Layer
from keras import initializers, regularizers, constraints, optimizers, layers
from nltk.corpus import stopwords
from keras.utils import to_categorical