Optimizing differential equations to fit data and predict outcomes: Julia software code
Creators
Description
Julia source code associated with article:
Frank, S. A. 2022. Optimizing differential equations to fit data and predict outcomes. arXiv:22 [to be filled in]
Code here is tagged version arXiv-1.0 in https://github.com/evolbio/FitODE git repository. The version here also includes the output from all runs in the associated arXiv article at https://arxiv.org/abs/2204.07833. Those data are not in the GitHub repository.
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. The branch predict_loss is only available on GitHub.
The GitHub repository is at https://github.com/evolbio/FitODE.
Files
FitODE.zip
Files
(19.8 MB)
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Additional details
Related works
- Is cited by
- http://arxiv.org/abs/2204.07833 (URL)
- Is part of
- https://github.com/evolbio/FitODE (URL)