Other packages > Find by keyword >

cgraph  

Computational Graphs
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("cgraph", "6.0.1")



Attach the package and use:
library("cgraph")
Maintained by
Ron Triepels
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-07-28
Latest Update: 2022-11-21
Description:
Allows to create evaluate and differentiate computational graphs in R. A computational graph is a graph representation of a multivariate function decomposed by its elementary operations. Nodes in the graph represent arrays while edges represent dependencies among the arrays. An advantage of expressing a function as a computational graph is that this enables to differentiate the function by automatic differentiation. The cgraph package supports various operations including basic arithmetic trigonometry operations and linear algebra operations. It differentiates computational graphs by reverse automatic differentiation. The flexible architecture of the package makes it applicable to solve a variety of problems including local sensitivity analysis gradient-based optimization and machine learning.
How to cite:
Ron Triepels (2018). cgraph: Computational Graphs. R package version 6.0.1, https://cran.r-project.org/web/packages/cgraph. Accessed 18 Feb. 2025.
Previous versions and publish date:
1.0.1 (2018-07-28 17:50), 2.0.0 (2018-08-05 17:00), 2.0.1 (2018-08-13 11:00), 2.0.2 (2018-08-19 23:20), 2.0.3 (2018-09-24 20:50), 3.0.0 (2018-11-01 19:40), 3.0.1 (2018-11-05 10:20), 4.0.0 (2019-03-08 10:52), 4.0.1 (2019-03-11 09:42), 4.0.2 (2019-04-06 10:42), 4.0.3 (2019-04-08 17:42), 5.0.0 (2019-11-21 11:40), 5.0.1 (2019-11-26 15:10), 6.0.0 (2020-02-04 16:00), 6.0.1 (2020-02-09 17:50)
Other packages that cited cgraph R package
View cgraph citation profile
Other R packages that cgraph depends, imports, suggests or enhances
Functions, R codes and Examples using the cgraph R package
Full cgraph 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

fclust  
Fuzzy Clustering
Algorithms for fuzzy clustering, cluster validity indices and plots for cluster validity and visuali ...
Download / Learn more Package Citations See dependency  
OptGS  
Near-Optimal Group-Sequential Designs for Continuous Outcomes
Optimal group-sequential designs minimise some function of the expected and maximum sample size whil ...
Download / Learn more Package Citations See dependency  
ppmf  
Read Census Privacy Protected Microdata Files
Implements data processing described in to align modern differentially ...
Download / Learn more Package Citations See dependency  
readxlsb  
Read 'Excel' Binary (.xlsb) Workbooks
Import data from 'Excel' binary (.xlsb) workbooks into R. ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
RobustBayesianCopas  
Robust Bayesian Copas Selection Model
Fits the robust Bayesian Copas (RBC) selection model of Bai et al. (2020) for cor ...
Download / Learn more Package Citations See dependency  

23,712

R Packages

205,795

Dependencies

64,332

Author Associations

23,631

Publication Badges

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