Other packages > Find by keyword >

KGode  

Kernel Based Gradient Matching for Parameter Inference in Ordinary Differential Equations
View on CRAN: Click here


Download and install KGode package within the R console
Install from CRAN:
install.packages("KGode")

Install from Github:
library("remotes")
install_github("cran/KGode")

Install by package version:
library("remotes")
install_version("KGode", "1.0.5")



Attach the package and use:
library("KGode")
Maintained by
Mu Niu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-10-23
Latest Update: 2025-09-01
Description:
The kernel ridge regression and the gradient matching algorithm proposed in Niu et al. (2016) and the warping algorithm proposed in Niu et al. (2017) are implemented for parameter inference in differential equations. Four schemes are provided for improving parameter estimation in odes by using the odes regularisation and warping.
How to cite:
Mu Niu (2017). KGode: Kernel Based Gradient Matching for Parameter Inference in Ordinary Differential Equations. R package version 1.0.5, https://cran.r-project.org/web/packages/KGode. Accessed 25 Aug. 2026.
Previous versions and publish date:
1.0.0 (2017-10-23 13:18), 1.0.1 (2018-02-26 01:01), 1.0.2 (2020-06-16 16:10), 1.0.3 (2020-06-23 07:31), 1.0.4 (2022-08-19 16:00), (2026-07-09 08:07)
Other packages that cited KGode R package
View KGode citation profile
Other R packages that KGode depends, imports, suggests or enhances
Complete documentation for KGode
Functions, R codes and Examples using the KGode R package
Some associated functions: Kernel . MLP . RBF . Warp . bootstrap . crossv . diagnostic . ode . rkg . rkg3 . rkhs . third . warpInitLen . warpfun . 
Some associated R codes: Full KGode package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

connectwidgets  
Organize and Curate Your Content Within 'Posit Connect'
A collection of helper functions and 'htmlwidgets' to help publishers curate content collections on ...
Download / Learn more Package Citations See dependency  
commonsMath  
JAR Files of the Apache Commons Mathematics Library
'Java' JAR files for the Apache Commons Mathematics Library for use by users and other packages. ...
Download / Learn more Package Citations See dependency  
missDiag  
Comparing Observed and Imputed Values under MAR and MCAR
Implements the computation of discrepancy statistics summarizing differences between the density of ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
hwep  
Hardy-Weinberg Equilibrium in Polyploids
Inference concerning equilibrium and random mating in autopolyploids. Methods are available to test ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA