Hi! I have been learning about NumPyro, particularly time series forecasting methods. I have made some personal notes for myself, but I wanted to share them with you all in case you find them useful. I tried to collect many examples and scattered code to make fully reproducible examples. Feedback is welcome!
- Exponential Smoothing (Notes on Exponential Smoothing with NumPyro - Dr. Juan Camilo Orduz)
- ARMA(1, 1) (Notes on an ARMA(1, 1) Model with NumPyro - Dr. Juan Camilo Orduz)
- Croston (Croston's Method for Intermittent Time Series Forecasting in NumPyro - Dr. Juan Camilo Orduz)
- TSB (TSB Method for Intermittent Time Series Forecasting in NumPyro - Dr. Juan Camilo Orduz)