
import numpy as np
import pandas as pd
import tensorflow as tf 
from sklearn.preprocessing import OneHotEncoder, StandardScaler
from sklearn.compose import ColumnTransformer 
from sklearn.model_selection import train_test_split 
import matplotlib.pyplot as plt 