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Fit ODE and NODE models to data using Julia DiffEqFlux.jl

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FitODE

Source code for manuscript:

Optimizing differential equations to fit data and predict outcomes

by Steven A. Frank, https://stevefrank.org

License CC-By 4.0: https://creativecommons.org/licenses/by/4.0/


Directory output/ with all parameters and output data for runs used in manuscript only available on Zenodo at https://doi.org/10.5281/zenodo.6463624

Source code also at GitHub at https://github.com/evolbio/FitODE

Preprint illustrating what can be done with this code at:

https://arxiv.org/abs/2204.07833

The main code is on the git branch unifed. A small piece of code to calculate the loss values of the predicted trajectories for the test period [60,90] in Figure 4 is on the branch predict_loss.

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Fit ODE and NODE models to data using Julia DiffEqFlux.jl

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