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Autodiff-enabled hydrology modeling via Theano
Hello, about your work in "Gradient‐Based Inverse Estimation for a Rainfall‐Runoff Model“
I am very interested in the approach presented in the article and I am grateful for the work you have done.
I converted the theano version to the pytorch version according to the code you provided, while referring to the gr4j model in https://github.com/amacd31/gr4j. Bringing your parameters into my pytorch code gives the same result. However, probably due to some differences between torch and theano, and some computational steps of the gr4j model that are not suitable for automatic derivation, my code cannot implement algorithms such as automatic derivation, gradient descent, etc.
To this end, if you also have a partial understanding of torch, I hope you can point me to the problem of the code
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