In our previous article, "Minimum Implementation for Rule-of-Thumb Ordering," we introduced how to implement rule-of-thumb methods targeting a MAPE (Mean Absolute Percentage Error) of around 30%.

This is the collection of notebooks for the course Time Series Analysis with Python. You can view and execute the notebooks by clicking on the buttons below.

Note This project repository contains the long papers from ICML 2025. Each paper’s framework diagrams, experimental figures, and other visuals are extracted to study their presentation techniques.