Other packages > Find by keyword >

ganDataModel  

Build a Metric Subspaces Data Model for a Data Source
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ganDataModel", "1.1.6")



Attach the package and use:
library("ganDataModel")
Maintained by
Werner Mueller
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-07-16
Latest Update: 2023-05-07
Description:
Neural networks are applied to create a density value function which approximates density values for a data source. The trained neural network is analyzed for different levels. For each level metric subspaces with density values above a level are determined. The obtained set of metric subspaces and the trained neural network are assembled into a data model. A prerequisite is the definition of a data source, the generation of generative data and the calculation of density values. These tasks are executed using package 'ganGenerativeData' .
How to cite:
Werner Mueller (2022). ganDataModel: Build a Metric Subspaces Data Model for a Data Source. R package version 1.1.6, https://cran.r-project.org/web/packages/ganDataModel
Previous versions and publish date:
1.0.2 (2022-07-16 10:20), 1.1.1 (2022-12-19 09:00), 1.1.2 (2023-03-05 14:50), 1.1.3 (2023-04-02 14:50), 1.1.4 (2023-05-07 23:00), 1.1.5 (2023-12-14 03:00)
Other packages that cited ganDataModel R package
View ganDataModel citation profile
Other R packages that ganDataModel depends, imports, suggests or enhances
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

ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
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  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns