Example Notebooks

Four end-to-end Jupyter notebooks demonstrate the complete Box-Jenkins workflow on the classic benchmark datasets. Each notebook is fully executed — all plots and printed output are embedded in the page below.

• ARMA Model — System Identification Walkthrough
• ARIMA Model — System Identification Walkthrough
• Seasonal ARIMA Model — System Identification Walkthrough
• BJTF Model — System Identification Walkthrough

Note

The notebooks can also be run interactively. After installing the package:

pip install timeseries-toolbox pandas notebook
jupyter notebook TimeSeriesSRC/Examples/NoteBooks/