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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
-
-## How to Use
-
-1. Select a model (or choose "All" to compare all three)
-2. Choose the number of days to forecast (5-60 days)
-3. Click Submit to see predictions
-
-## 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.