The 'rkg3' class object
This class provides advanced gradient matching method by using the ode as a regularizer.
R6Class object.
an R6Class object which can be used for improving ode parameters estimation by using ode as a regularizer.
iterate(iter,innerloop,lamb)Iteratively updating ode parameters and interpolation regression coefficients.
witerate(iter,innerloop,dtilda,lamb)Iteratively updating ode parameters and the warped interpolation regression coefficients.
full(par,lam)Updating ode parameters and rkhs interpolation regression coefficients simultaneously. This method is slow but guarantee convergence.
rkthe 'rkhs' class object containing the interpolation information for each state of the ode.
ode_mthe 'ode' class object containing the information about the odes.
ode_mthe 'ode' class object containing the information about the odes.
new()
rkg3$new(rk = NULL, odem = NULL)
greet()
rkg3$greet()
add()
rkg3$add(x)
iterate()
rkg3$iterate(iter, innerloop, lamb)
witerate()
rkg3$witerate(iter, innerloop, dtilda, lamb)
full()
rkg3$full(par, lam)
wfull()
rkg3$wfull(par, lam, dtilda)
opfull()
rkg3$opfull(lam)
wopfull()
rkg3$wopfull(lam, dtilda)
cross()
rkg3$cross(lam, testX, testY)
fullos()
rkg3$fullos(par)
clone()
The objects of this class are cloneable with this method.
rkg3$clone(deep = FALSE)
deepWhether to make a deep clone.
Mu Niu, mu.niu@glasgow.ac.uk
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