Other packages > Find by keyword >

DRaWR  

Discriminative Random Walk with Restart
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("DRaWR", "1.0.3")



Attach the package and use:
library("DRaWR")
Maintained by
Charles Blatti
[Scholar Profile | Author Map]
First Published: 2016-02-05
Latest Update: 2022-03-24
Description:
We present DRaWR, a network-based method for ranking genes or properties related to a given gene set. Such related genes or properties are identified from among the nodes of a large, heterogeneous network of biological information. Our method involves a random walk with restarts, performed on an initial network with multiple node and edge types, preserving more of the original, specific property information than current methods that operate on homogeneous networks. In this first stage of our algorithm, we find the properties that are the most relevant to the given gene set and extract a subnetwork of the original network, comprising only the relevant properties. We then rerank genes by their similarity to the given gene set, based on a second random walk with restarts, performed on the above subnetwork.
How to cite:
Charles Blatti (2016). DRaWR: Discriminative Random Walk with Restart. R package version 1.0.3, https://cran.r-project.org/web/packages/DRaWR. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.0.1 (2016-02-05 00:55)
Other packages that cited DRaWR R package
View DRaWR citation profile
Other R packages that DRaWR depends, imports, suggests or enhances
Complete documentation for DRaWR
Functions, R codes and Examples using the DRaWR R package
Some associated functions: DRaWR . RWR . threeCol2MaxMat . threeCol2listMat . transmat . 
Some associated R codes: DRaWR.R .  Full DRaWR package functions and examples
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/27Downloads for DRaWR12345678910111213TrendBars

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  
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  
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  

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