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| title: Stock Price Forecasting | |
| emoji: 📈 | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: gradio | |
| sdk_version: 4.44.0 | |
| app_file: app.py | |
| pinned: false | |
| # 📈 Stock Price Forecasting System | |
| This application uses three different machine learning models to forecast SPY (S&P 500 ETF) stock prices: | |
| - **ARIMA**: Statistical time series model | |
| - **Prophet**: Facebook's forecasting model | |
| - **LSTM**: Deep learning neural network | |
| ## Models | |
| All models are trained on historical SPY stock data and updated regularly. | |
| **Disclaimer**: These predictions are for educational purposes only and should not be used as financial advice. | |