Published May 2, 2024
| Version 1.0
Software
Open
KIT-HYD/Hy2DL: Preview release for submission
- 1. Institute for Water and River Basin Management, Karlsruhe Institute of Technology (KIT)
- 2. Stuttgart Center for Simulation Science, Cluster of Excellence EXC 2075, University of Stuttgart, 70569 Stuttgart, Germany
Description
Hy2DL is a python library to create Hybrid Hydrological Models for rainfall-runoff prediction, by combining DL methods with process based models. Specifically, the DL methods act as dynamic parameterizations for process-based conceptual models.
The idea of the repository is to have 'easy' to understand codes and to introduce new users to hybrid models. Because of this, we decided to sacrifice some code modularity to gain interpretability. All the codes are presented as jupyter notebooks.
Files
Hy2DL.zip
Files
(733.1 MB)
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md5:22960b3e0a40e535c67559f3dd44c896
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Additional details
Related works
- Is supplement to
- https://github.com/KIT-HYD/Hy2DL/tree/v0.1 (URL)
- Is supplemented by
- Dataset: 10.5281/zenodo.8289409 (DOI)