A Streamlit-based web app that predicts today's and tomorrow's stock closing prices using an ensemble of:
- Linear Regression
- Random Forest
- XGBoost
- LSTM (Long Short-Term Memory)
- Predicts today and tomorrow’s closing prices
- Real-time data fetched using Yahoo Finance
- Beautiful UI with interactive graph and live metrics
- Supports multiple time periods (1y, 3y, 5y, 10y)
- Python
- Streamlit
- TensorFlow / Keras
- scikit-learn
- XGBoost
- yfinance
pip install -r requirements.txt
streamlit run app.py