Other packages > Find by keyword >

FastGP  

Efficiently Using Gaussian Processes with Rcpp and RcppEigen
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("FastGP", "1.2")



Attach the package and use:
library("FastGP")
Maintained by
Giri Gopalan
[Scholar Profile | Author Map]
First Published: 2015-07-23
Latest Update: 2016-02-02
Description:
Contains Rcpp and RcppEigen implementations of matrix operations useful for Gaussian process models, such as the inversion of a symmetric Toeplitz matrix, sampling from multivariate normal distributions, evaluation of the log-density of a multivariate normal vector, and Bayesian inference for latent variable Gaussian process models with elliptical slice sampling (Murray, Adams, and MacKay 2010).
How to cite:
Giri Gopalan (2015). FastGP: Efficiently Using Gaussian Processes with Rcpp and RcppEigen. R package version 1.2, https://cran.r-project.org/web/packages/FastGP. Accessed 13 Apr. 2025.
Previous versions and publish date:
1.0 (2015-07-23 06:58), 1.1.2 (2015-10-25 08:55), 1.1 (2015-07-27 23:16)
Other packages that cited FastGP R package
View FastGP citation profile
Other R packages that FastGP depends, imports, suggests or enhances
Complete documentation for FastGP
Functions, R codes and Examples using the FastGP R package
Some associated functions: ess . rcpp_matrix_ops . rcpp_rmvnorm . 
Some associated R codes: RcppExports.R . gpfuncs.R . rcpp_mvn.R .  Full FastGP package functions and examples
Downloads during the last 30 days
03/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/11Downloads for FastGP02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
LDABiplots  
Biplot Graphical Interface for LDA Models
Contains the development of a tool that provides a web-based graphical user interface (GUI) to perf ...
Download / Learn more Package Citations See dependency  
MLeval  
Machine Learning Model Evaluation
Straightforward and detailed evaluation of machine learning models. 'MLeval' can produce receiver op ...
Download / Learn more Package Citations See dependency  
optimParallel  
Parallel Version of the L-BFGS-B Optimization Method
Provides a parallel version of the L-BFGS-B method of optim(). The main function of the package is o ...
Download / Learn more Package Citations See dependency  
COMPoissonReg  
Conway-Maxwell Poisson (COM-Poisson) Regression
Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models to count data (Sellers & Shmueli, ...
Download / Learn more Package Citations See dependency  
SPOTMisc  
Misc Extensions for the "SPOT" Package
Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'. It provides ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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