Upload README.md

README.md

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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.