MATLAB-based Prediction System Source Code with Java Stock Forecasting

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Resource Overview

This repository contains Java-based stock prediction algorithms and MATLAB-based forecasting system source code, featuring comprehensive GUI implementations for data visualization and user interaction.

Detailed Documentation

This documentation includes complete source code for both Java-based stock prediction models and MATLAB-based forecasting systems. The Java implementation typically utilizes time-series analysis algorithms like ARIMA or LSTM networks for stock price forecasting, while the MATLAB version employs built-in toolbox functions such as predict() and forecast() with customizable parameters. The package also contains fully implemented Graphical User Interfaces (GUIs) developed using MATLAB's App Designer for interactive data visualization and Java Swing components for real-time stock data display. The GUI components feature interactive charts, parameter configuration panels, and real-time prediction result displays, enabling users to modify algorithm parameters and visualize forecasting outcomes through intuitive controls.

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