Package: condvis2 0.1.2

condvis2: Interactive Conditional Visualization for Supervised and Unsupervised Models in Shiny

Constructs a shiny app function with interactive displays for conditional visualization of models, data and density functions. An extended version of package 'condvis'. Catherine B. Hurley, Mark O'Connell,Katarina Domijan (2021) <10.1080/10618600.2021.1983439>.

Authors:Catherine Hurley [aut, cre], Mark OConnell [aut], Katarina Domijan [aut]

condvis2_0.1.2.tar.gz
condvis2_0.1.2.zip(r-4.7)condvis2_0.1.2.zip(r-4.6)condvis2_0.1.2.zip(r-4.5)
condvis2_0.1.2.tgz(r-4.6-any)condvis2_0.1.2.tgz(r-4.5-any)
condvis2_0.1.2.tar.gz(r-4.7-any)condvis2_0.1.2.tar.gz(r-4.6-any)
condvis2_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
condvis2/json (API)

# Install 'condvis2' in R:

install.packages('condvis2', repos = c('https://cbhurley.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/cbhurley/condvis2/issues

Pkgdown/docs site:https://cbhurley.github.io

On CRAN:

6.00 score 6 stars 1 packages 22 scripts 384 downloads 21 exports 62 dependencies

Last updated from:60c370cb27. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	201
source / vignettes	OK	240
linux-release-x86_64	OK	202
macos-release-arm64	OK	179
macos-oldrel-arm64	OK	116
windows-devel	OK	213
windows-release	OK	132
windows-oldrel	OK	162
wasm-release	OK	150

Exports:alongPath centroidPath claraPath conditionPlot condvis CVpredict diffitsPath hiresponsePath kmeansPath lofPath loresponsePath medoid medoidPath pamPath pathInterpolate plotTourDiagnostics randomPath sectionPlot seqPath similarityweight weightcolor

Dependencies:base64enc bslib ca cachem cli cluster codetools colorspace commonmark cpp11 DendSer digest farver fastmap fontawesome foreach fs gclus ggplot2 glue gower gtable htmltools httpuv isoband iterators jquerylib jsonlite labeling later lattice lifecycle magrittr MASS Matrix memoise mgcv mime nlme otel permute plyr promises qap R6 rappdirs RColorBrewer Rcpp registry rlang S7 sass scales seriation shiny sourcetools TSP vctrs vegan viridisLite withr xtable

Introduction to condvis2

Rendered fromintroduction.Rmdusingknitr::rmarkdown

Last update: 2021-04-07
Started: 2018-12-04

Exploring keras models with condvis2

Classification: | Tour controls | Regression:

Rendered fromKeras.Rmdusingknitr::rmarkdown

Last update: 2021-04-07
Started: 2018-12-12

Exploring model-based clustering with condvis2

Classification: MclustDA | Density estimation | Clustering example

Rendered frommclust.Rmdusingknitr::rmarkdown

Last update: 2021-04-07
Started: 2018-12-06

mlr fits and condvis2

Regression | Classification | Clustering

Rendered frommlr.Rmdusingknitr::rmarkdown

Last update: 2021-04-07
Started: 2019-07-19

parsnip fits and condvis2

Regression | Classification | Survival | Clustering

Rendered fromparsnip.Rmdusingknitr::rmarkdown

Last update: 2021-04-07
Started: 2019-07-19

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Constructs tours of data space based on centers of clusters	centroidPath claraPath clusPath kmeansPath medoidPath pamPath
Plots a conditionPlot.	conditionPlot
Creates Condvis Shiny app	condvis
A predict generic function for condvis	CVpredict CVpredict.bart CVpredict.bartMachine CVpredict.C5.0 CVpredict.cv.glmnet CVpredict.cv.glmnet.formula CVpredict.default CVpredict.densityMclust CVpredict.gbm CVpredict.glm CVpredict.glmnet CVpredict.glmnet.formula CVpredict.kde CVpredict.keras.engine.training.Model CVpredict.ksvm CVpredict.lbart CVpredict.lda CVpredict.Learner CVpredict.lm CVpredict.loess CVpredict.Mclust CVpredict.MclustDA CVpredict.MclustDR CVpredict.model_fit CVpredict.nnet CVpredict.pbart CVpredict.qda CVpredict.randomForest CVpredict.ranger CVpredict.rpart CVpredict.svm CVpredict.train CVpredict.tree CVpredict.wbart CVpredict.WrappedModel
Constructs tours of data space based on fits.	diffitsPath fitPath hiresponsePath lofPath loresponsePath
Finds medoid of data	medoid
Interpolation	pathInterpolate pathInterpolate.data.frame pathInterpolate.default pathInterpolate.factor
Plots diagnostics for the tour supplied	plotTourDiagnostics
Plots the main condvis display	sectionPlot
Calculate the similarity weight for a set of observations	similarityweight
Constructs a various tours of data space	alongPath randomPath seqPath tours
Fade colours according to a weight vector	weightcolor