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", "1.0.4")



Attach the package and use:
library("KGode")
Maintained by
Mu Niu
[Scholar Profile | Author Map]
First Published: 2017-10-23
Latest Update: 2022-08-19
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 1.0.4, https://cran.r-project.org/web/packages/KGode. Accessed 29 Mar. 2025.
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)
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
02/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for KGode0246810121416TrendBars

Today's Hot Picks in Authors and Packages

gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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