import numpy as np
import tensorflow as tf
# MNIST dataset is included in Keras
from tensorflow.keras.datasets import mnist
# Model type
from tensorflow.keras.models import Sequential
# Types of layers to be used in our model
from tensorflow.keras.layers import Conv2D, MaxPooling2D, Flatten, Dense, Dropout
from tensorflow.keras.utils import to_categorical

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