Other packages > Find by keyword >

mixKernel  

Omics Data Integration Using Kernel Methods
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mixKernel", "0.9-2")



Attach the package and use:
library("mixKernel")
Maintained by
Nathalie Vialaneix
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-05-18
Latest Update: 2025-04-19
Description:
Kernel-based methods are powerful methods for integrating heterogeneous types of data. mixKernel aims at providing methods to combine kernel for unsupervised exploratory analysis. Different solutions are provided to compute a meta-kernel, in a consensus way or in a way that best preserves the original topology of the data. mixKernel also integrates kernel PCA to visualize similarities between samples in a non linear space and from the multiple source point of view . A method to select (as well as funtions to display) important variables is also provided .
How to cite:
Nathalie Vialaneix (2017). mixKernel: Omics Data Integration Using Kernel Methods. R package version 0.9-2, https://cran.r-project.org/web/packages/mixKernel. Accessed 10 Mar. 2026.
Previous versions and publish date:
0.1 (2017-05-18 05:50), 0.2 (2018-09-11 16:50), 0.3 (2018-11-26 12:00), 0.4 (2020-02-26 13:50), 0.5 (2021-03-30 20:20), 0.6 (2021-05-17 11:40), 0.7 (2021-06-15 13:50), 0.8 (2022-01-13 17:22), 0.9-1 (2024-01-27 15:20), 0.9 (2023-09-18 14:40)
Other packages that cited mixKernel R package
View mixKernel citation profile
Other R packages that mixKernel depends, imports, suggests or enhances
Complete documentation for mixKernel
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  
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  
plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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