An overview of time series forecasting models with sample code. The related article is available here.
The considered models' families are:
R:
- Naive, Seasonal Naive
- Any model + STL Decomposition
- Exponential smoothing
- SARIMA
- GARCH
- Dynamic linear models
- TBATS
- NNETAR
- prophet
Python:
- LSTM
- Encoder Decoder