plotmm

Tidy Tools for Visualizing Mixture Models

https://github.com/pdwaggoner/plotmm

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (11.8%) to scientific vocabulary

Keywords

cut-point mixture-models r tidyverse visualization

Keywords from Contributors

standardization
Last synced: 6 months ago · JSON representation

Repository

Tidy Tools for Visualizing Mixture Models

Basic Info
  • Host: GitHub
  • Owner: pdwaggoner
  • License: mit
  • Language: R
  • Default Branch: master
  • Homepage:
  • Size: 1.86 MB
Statistics
  • Stars: 24
  • Watchers: 2
  • Forks: 3
  • Open Issues: 0
  • Releases: 0
Topics
cut-point mixture-models r tidyverse visualization
Created about 7 years ago · Last pushed about 1 year ago
Metadata Files
Readme Changelog License Code of conduct

README.md

plotmm Tidy Tools for Visualizing Mixture Models

Project Status: Active – The project has reached a stable, usable state and is being actively developed. CRAN_Status_Badge Downloads Documentation


plotGMM:

lifecycle CRAN_Status_Badge Downloads Documentation


Package authors and contributors: - Philip D. Waggoner (pkg maintainer), YouGov & Columbia University - Fong Chun Chan, Achilles Therapeutics - Lu Zhang, University of Chicago (formerly Emory)


In collaboration with Fong Chan (Achilles Therapeutics) and Lu Zhang (University of Chicago), we have developed plotmm for tidy visualization of mixture models. This package is a substantial update to the plotGMM package.

Install

Load the latest version:

```{r} devtools::install_github("pdwaggoner/plotmm")

library(plotmm) ```

Load the latest stable (CRAN) version:

```{r} install.packages("plotmm")

library(plotmm) ```

Getting Started

To get started, read the "Getting Started" vignette, which includes a few basic examples.

Contribute

Anyone is welcome to contribute to the package. Before collaborating, please take a look at and abide by the contributor code of conduct. Here's a sampling of how to contribute:

  • Submit an issue reporting a bug, requesting a feature enhancement, etc.

  • Suggest changes directly via pull request

  • Reach out directly with ideas if you're uneasy with public interaction

Owner

  • Name: Philip Waggoner
  • Login: pdwaggoner
  • Kind: user

Director of Data Science @ YouGov Research Scholar @ Columbia University

GitHub Events

Total
  • Push event: 1
Last Year
  • Push event: 1

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 266
  • Total Committers: 3
  • Avg Commits per committer: 88.667
  • Development Distribution Score (DDS): 0.011
Past Year
  • Commits: 2
  • Committers: 1
  • Avg Commits per committer: 2.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Philip Waggoner 3****r 263
Lu Zhang 4****8 2
Fong Chun Chan f****n@g****m 1

Issues and Pull Requests

Last synced: 7 months ago

All Time
  • Total issues: 7
  • Total pull requests: 8
  • Average time to close issues: 8 months
  • Average time to close pull requests: 31 minutes
  • Total issue authors: 4
  • Total pull request authors: 3
  • Average comments per issue: 1.43
  • Average comments per pull request: 0.0
  • Merged pull requests: 8
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • pdwaggoner (4)
  • pdmoerland (1)
  • hcl516926907 (1)
  • thomasp85 (1)
Pull Request Authors
  • pdwaggoner (6)
  • tinyheero (1)
  • LuZhang0128 (1)
Top Labels
Issue Labels
feature idea (2) bug (1) invalid (1)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 143 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 3
  • Total maintainers: 1
cran.r-project.org: plotmm

Tidy Tools for Visualizing Mixture Models

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 143 Last month
Rankings
Stargazers count: 11.5%
Forks count: 14.2%
Dependent repos count: 24.0%
Average: 26.1%
Dependent packages count: 28.8%
Downloads: 52.3%
Maintainers (1)
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • amerika * imports
  • dplyr * imports
  • ggplot2 * imports
  • methods * imports
  • patchwork * imports
  • wesanderson * imports
  • EMCluster * suggests
  • flexmix * suggests
  • graphics * suggests
  • mixtools * suggests
  • testthat * suggests