calCov | Calculate stationary Gaussian process kernel |
FNdat | Dataset of noisy observations from the FitzHugh-Nagumo (FN)... |
fnmodelODE | The FitzHugh-Nagumo (FN) equations |
gpcov | Conditional covariance of Gaussian process given observations |
gpmean | Conditional mean of Gaussian process given observations |
gpsmoothing | Gaussian process smoothing |
gpsmoothllik | Marginal log-likelihood for Gaussian process smoothing |
hes1modelODE | Hes1 equations: oscillation of mRNA and protein levels |
is.magioutput | MagiSolver output ('magioutput') object |
magi | 'magi': MAnifold-Constrained Gaussian Process Inference |
MagiPosterior | MAGI posterior density |
MagiSolver | MAnifold-constrained Gaussian process Inference (MAGI) |
plot.magioutput | Generate plots from 'magioutput' object |
ptransmodelODE | Protein transduction model |
setDiscretization | Set discretization level |
summary.magioutput | Summary of parameter estimates from 'magioutput' object |
testDynamicalModel | Test dynamic system model specification |
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