README.md

metadata

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.