magi
MAnifold-Constrained Gaussian Process Inference
Provides fast and accurate inference for the parameter estimation problem in Ordinary Differential Equations, including the case when there are unobserved system components. Implements the MAGI method (MAnifold-constrained Gaussian process Inference) of Yang, Wong, and Kou (2021) doi:10.1073/pnas.2020397118. A user guide is provided by the accompanying software paper Wong, Yang, and Kou (2024) doi:10.18637/jss.v109.i04.
- Version1.2.4
- R versionunknown
- LicenseMIT
- LicenseLICENSE
- Needs compilation?Yes
- magi citation info
- Last release06/22/2024
Documentation
Team
Shihao Yang
Samuel W.K. Wong
Show author detailsRolesAuthorS.C. Kou
Show author detailsRolesContributor, Copyright holder
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- Imports4 packages
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