Implement differentiable WaterbalanceFD#118
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@SCiarella thanks, looks great 👍 . I left some comments, let me know if something is unclear. Another thing, can you please add the API reference to the documentation too?
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
Co-authored-by: SarahAlidoost <55081872+SarahAlidoost@users.noreply.github.com>
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@SarahAlidoost Thanks for the review! I have implemented your comments and updated tests and documentation. |
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@SCiarella thanks for addressing the comments 👍 let's merge it.
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Closes #116.
This PR introduces a differentiable and vectorized version of
WaterbalanceFDin diffwofost.The implementation is tested similarly to
WaterbalancePP, so there are some specific unit tests for the class, the differentiability and vectorization is tested, and also the integration in wofost72. I am not sure if specific data forWaterbalanceFDexist similarly to thewaterlimited_production, so the numerical results are not compared againstpcse.