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Stock Prediction GUI using Streamlit, Prophet, and scikit-learn for forecasting stock prices using Facebook Prophet for time series forecasting and scikit-learn models (like Random Forest Regressor) for machine learning-based prediction. It provides interactive visualizations, company selection, and both short-term and long-term forecasting option.