Published April 27, 2025 | Version v2.0.0
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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

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