!pip install --upgrade --force-reinstall --no-deps kaggle -q

#setup google drive
from google.colab import drive
drive.mount("/content/gdrive",force_remount=True)

root_dir ="/content/gdrive/My Drive/"
#base_dir = root_dir +"quora-question-pairs"
key_dir = root_dir + "Data/keys"
data_dir = root_dir + "Data/quora-question-pairs"
model_dir = root_dir + "Data/Model/"

data_dir

import pandas as pd
import numpy as np
import random
import os
from tqdm.notebook import tqdm
import gc
import tensorflow as tf

import keras
import keras.backend as K
from keras.callbacks import ModelCheckpoint
from keras.layers import Dense, Dropout , BatchNormalization,Input,Concatenate,Lambda
from keras.models import Sequential
from keras.models import Model
from keras.optimizers import Adam

from sklearn.model_selection import train_test_split