Time Series Forecasting, Bayesian Machine Learning.
long the prior period should be (to learn the prior variance), etc. I’ll not go into those here, as descriptions and guidelines are provided by the Pybats tutorial. def bayes_forecast(iv,dv): ''' This functions runs the Pybats algorithm by taking two parameters: an independent variable matrix and a