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]
All associated links for this package
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 06 Jan. 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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

NetSwan  
Network Strengths and Weaknesses Analysis
A set of functions for studying network robustness, resilience and vulnerability. ...
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  
ROI.plugin.deoptim  
'DEoptim' and 'DEoptimR' Plugin for the 'R' Optimization Interface
Enhances the R Optimization Infrastructure ('ROI') package with the 'DEoptim' and 'DEoptimR' packag ...
Download / Learn more Package Citations See dependency  
TBFmultinomial  
TBF Methodology Extension for Multinomial Outcomes
Extends the test-based Bayes factor (TBF) methodology to multinomial regression models and discrete ...
Download / Learn more Package Citations See dependency  
mlr3fairness  
Fairness Auditing and Debiasing for 'mlr3'
Integrates fairness auditing and bias mitigation methods for the 'mlr3' ecosystem. This includes ...
Download / Learn more Package Citations See dependency  
lmds  
Landmark Multi-Dimensional Scaling
A fast dimensionality reduction method scaleable to large numbers of samples. Landmark Multi-Dime ...
Download / Learn more Package Citations See dependency  

23,440

R Packages

202,297

Dependencies

63,567

Author Associations

23,434

Publication Badges

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