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magi

MAnifold-Constrained Gaussian Process Inference

v1.2.5 · Oct 22, 2025 · MIT + file LICENSE

Description

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>.

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NOTE r-oldrel-macos-arm64

installed package size

  installed size is 24.6Mb
  sub-directories of 1Mb or more:
    libs  23.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 24.7Mb
  sub-directories of 1Mb or more:
    libs  23.7Mb
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OK r-release-linux-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 24.6Mb
  sub-directories of 1Mb or more:
    libs  23.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 24.7Mb
  sub-directories of 1Mb or more:
    libs  23.7Mb

Dependency Network

Dependencies Reverse dependencies Rcpp gridExtra gridBase deSolve magi

Version History

new 1.2.5 Mar 9, 2026