Published April 27, 2025
| Version v2.0.0
Software
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FionaLippert/FluxRGNN: FluxRGNN v2.0.0
Authors/Creators
Description
This is the updated version of FluxRGNN, associated with our papers "Towards detailed and interpretable hybrid modeling of continental-scale bird migration" and "Context-dependent decision-making in migratory birds: The roles of regional climate and preceding weather".
Major changes
- Updated README to match the updated workflow used to generate the results in the papers mentioned above.
- Refactored the FluxRGNN model classes
- Added support for arbitrary tessellations with finer spatial resolution and unobserved cells (for more details see paper)
- Added explainer module to generate contrastive explanations based on Shapley values.
Files
FionaLippert/FluxRGNN-v2.0.0.zip
Files
(5.8 MB)
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md5:0d8295240695547fca7f33b07e652678
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Additional details
Related works
- Is supplement to
- Software: https://github.com/FionaLippert/FluxRGNN/tree/v2.0.0 (URL)
Software
- Repository URL
- https://github.com/FionaLippert/FluxRGNN