Prophet & PyMC Model Setup

import prophet
import pymc as pm
# Build combined time-series forecasting and Bayesian recovery modeling script
def forecast_property_noi(historical_df):
    model = prophet.Prophet(seasonality_mode='multiplicative')
    model.fit(historical_df)
    # Run Monte Carlo cash flow simulation
    pass