Tidy visualization of mixture models via plot_mm() | Plot cut points (or not) via plot_cut_point() (with the amerika color palette) | Customize a ggplot with plot_mix_comps() | Contribute
Package: plotmm 0.1.2
plotmm: Tidy Tools for Visualizing Mixture Models
The main function, plot_mm(), is used for (gg)plotting output from mixture models, including both densities and overlaying mixture weight component curves from the fit models in line with the tidy principles. The package includes several additional functions for added plot customization. Supported model objects include: 'mixtools', 'EMCluster', and 'flexmix', with more from each in active dev. Supported mixture model specifications include mixtures of univariate Gaussians, multivariate Gaussians, Gammas, logistic regressions, linear regressions, and Poisson regressions.
Authors:
plotmm_0.1.2.tar.gz
plotmm_0.1.2.zip(r-4.7-any)plotmm_0.1.2.zip(r-4.6-any)plotmm_0.1.2.zip(r-4.5-any)
plotmm_0.1.2.tgz(r-4.6-any)plotmm_0.1.2.tgz(r-4.5-any)
plotmm_0.1.2.tar.gz(r-4.7-any)plotmm_0.1.2.tar.gz(r-4.6-any)
plotmm_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
plotmm/json (API)
| # Install 'plotmm' in R: |
| install.packages('plotmm', repos = c('https://pdwaggoner.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/pdwaggoner/plotmm/issues
cut-pointmixture-modelstidyversevisualization
Last updated from:3b1f57ffa9. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | NOTE | 151 | ||
| source / vignettes | OK | 196 | ||
| linux-release | NOTE | 161 | ||
| macos-release | NOTE | 148 | ||
| macos-oldrel | NOTE | 114 | ||
| windows-devel | NOTE | 131 | ||
| windows-release | NOTE | 93 | ||
| windows-oldrel | NOTE | 84 | ||
| wasm-release | OK | 138 |
Exports:plot_cut_pointplot_gmmplot_mix_compsplot_mix_comps_normalplot_mm
Dependencies:amerikaaskpassbase64encbslibcachemclicpp11crosstalkcurldata.tabledigestdplyrEMClusterevaluatefarverfastmapflexmixfontawesomefsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonlitekernlabknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemimemixtoolsmodeltoolsnlmennetopensslotelpillarpkgconfigplotlypromisespurrrR6rappdirsRColorBrewerRcpprlangrmarkdownS7sassscalessegmentedstringistringrsurvivalsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewesandersonwithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Tidy Visualization of a Cut Point from a Mixture Model | plot_cut_point |
| Plots Mixture Components from Gaussian Mixture Models | plot_gmm |
| Helper Function for Overlaying Mixture Components | plot_mix_comps |
| Custom Function for Overlaying Mixture Components for Normal Distributions | plot_mix_comps_normal |
| Tidy Visualization of Mixture Models | plot_mm |