Published April 12, 2022 | Version v1
Dataset Open

Interactive Causal Structure Discovery with Hyytiälä measurements (experiment code and data)

Description

This archive contains code and data required to reproduce the results presented in the following two papers.

Interactive Causal Structure Discovery in Earth System Sciences
published in Proceedings of The KDD'21 Workshop on Causal Discovery, 2021.

Technical note: incorporating expert domain knowledge into causal structure discovery workflows
published in Biogeosciences, 2022

The archive contains a README markdown document detailing the contents and how to run the experiments.

 

Files

ICSD_kdd2021.zip

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Additional details

Funding

Finnish Center for Artificial Intelligence (FCAI) / Consortium: FCAI 320182
Academy of Finland