lilio

A python package for generating calendars to resample timeseries into training and target data for machine learning. Named after the inventor of the Gregorian Calendar.

Lilio was originally designed for use in s2spy, a high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting.

People

Sem Vijverberg

Bart Schilperoort

Yang Liu

Peter Kalvera

Jannes van Ingen

Sarah Alidoost

Dim Coumou

Source code

You can find all model source code on GitHub, alongside documentation here!

Cite as: Liu, Yang, Kalverla, Peter, Schilperoort, Bart, Vijverberg, Sem, van Ingen, Jannes, & Alidoost, Fakhereh. (2023). lilio: Calendar generator for machine learning with timeseries data. Zenodo. https://doi.org/10.5281/zenodo.7852142

Publications

1

Firstname Lastname. Paper name. Journal, 1:1–10, 2021. URL: https://vu-ivm.github.io/WCR-models-and-data.