desktop-based application that aims to predict bank stock prices in Indonesia based on closing stock prices. This application was developed in python and can predict 5 selected banks, the datasets used are taken from yahoo finance with the yfinance library for the last 5 years from today. The GUI used is the TKinter library to create the application interface.