import pandas as pd
from tensorflow.keras.layers import Dense, Flatten
from sklearn.compose import ColumnTransformer
from tensorflow.keras.models import Sequential
from sklearn.preprocessing import StandardScaler
from sklearn.model_selection import train_test_split