code.py

# Imports of libraries and frameworks:
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
from sklearn import preprocessing
from sklearn import metrics

import tensorflow as tf

import tensorflow.keras as keras 
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, Dropout, Activation
from tensorflow.keras.optimizers import SGD

# Set the random seed for reproducibility

seed = 70
np.random.seed(seed)
tf.random.set_seed(seed)