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import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
from tensorflow.keras.layers import Activation
from tensorflow.keras import backend as K
from sklearn.model_selection import train_test_split
import tensorflow.keras as keras
import tensorflow as tf
print(tf.__version__)
from tensorflow.keras.layers import Input, Embedding, Add, Dot, Flatten
from tensorflow.keras import Model
from tensorflow.keras.regularizers import l2
from tensorflow.keras.optimizers import Adam
import pydot
from tensorflow.keras.utils import model_to_dot
from IPython.display import SVG
from operator import itemgetter
from sklearn.decomposition import PCA