Other packages > Find by keyword >

fastRG  

Sample Generalized Random Dot Product Graphs in Linear Time
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fastRG", "0.3.2")



Attach the package and use:
library("fastRG")
Maintained by
Alex Hayes
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-26
Latest Update: 2023-08-21
Description:
Samples generalized random product graphs, a generalization of a broad class of network models. Given matrices X, S, and Y with with non-negative entries, samples a matrix with expectation X S Y^T and independent Poisson or Bernoulli entries using the fastRG algorithm of Rohe et al. (2017) . The algorithm first samples the number of edges and then puts them down one-by-one. As a result it is O(m) where m is the number of edges, a dramatic improvement over element-wise algorithms that which require O(n^2) operations to sample a random graph, where n is the number of nodes.
How to cite:
Alex Hayes (2021). fastRG: Sample Generalized Random Dot Product Graphs in Linear Time. R package version 0.3.2, https://cran.r-project.org/web/packages/fastRG. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.3.0 (2021-02-26 10:40), 0.3.1 (2022-06-30 09:30)
Other packages that cited fastRG R package
View fastRG citation profile
Other R packages that fastRG depends, imports, suggests or enhances
Complete documentation for fastRG
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

LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
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  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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