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) .


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("magi")

1.1.5 by Shihao Yang, 5 days ago


Browse source code at https://github.com/cran/magi


Authors: Shihao Yang [aut, cre] , Samuel W.K. Wong [aut] , S.C. Kou [ctb, cph] (Contributor of MAGI method development)


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports Rcpp, gridExtra, gridBase, grid, methods, deSolve

Suggests testthat, mvtnorm, covr, knitr, MASS, rmarkdown, markdown

Linking to Rcpp, RcppArmadillo, BH, roptim


See at CRAN