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ggmcmc

Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference

https://github.com/xfim/ggmcmc

Science Score: 10.0%

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

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    1 of 13 committers (7.7%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.3%) to scientific vocabulary

Keywords

bayesian-data-analysis ggplot2 graphical jags mcmc r stan
Last synced: 6 months ago · JSON representation

Repository

Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference

Basic Info
  • Host: GitHub
  • Owner: xfim
  • Language: R
  • Default Branch: master
  • Size: 2.31 MB
Statistics
  • Stars: 112
  • Watchers: 10
  • Forks: 32
  • Open Issues: 5
  • Releases: 0
Topics
bayesian-data-analysis ggplot2 graphical jags mcmc r stan
Created over 13 years ago · Last pushed almost 3 years ago
Metadata Files
Readme

README.md

ggmcmc

ggmcmc is a tool for assessing and diagnosing convergence of Markov Chain Monte Carlo simulations, as well as for graphically display results from full MCMC analysis. The package also facilitates the graphical interpretation of models by providing flexible functions to plot the results against observed variables.

To install or update, run: install.packages("ggmcmc", dependencies=TRUE)

Check the main page with resources for ggmcmc.

Report bugs, request improvements, ask questions or provide ideas at the issues page.

Owner

  • Name: Xavier Fernández i Marín
  • Login: xfim
  • Kind: user
  • Company: Universitat de Barcelona

GitHub Events

Total
  • Issues event: 1
  • Watch event: 2
  • Issue comment event: 2
  • Fork event: 1
Last Year
  • Issues event: 1
  • Watch event: 2
  • Issue comment event: 2
  • Fork event: 1

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 341
  • Total Committers: 13
  • Avg Commits per committer: 26.231
  • Development Distribution Score (DDS): 0.103
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Xavier Fernández i Marín x****m@g****m 306
Julien Cornebise j****e@g****m 11
Jonathan Gilligan j****n@g****m 8
Barret Schloerke s****e@g****m 4
Zachary M. Jones z****j@z****m 3
mbjoseph m****h@g****m 2
knokknok c****2@y****m 1
johnaponte j****e@g****m 1
akrawitz a****z@u****a 1
Stéphane Guillou s****u@m****g 1
Juste j****e@g****m 1
Brian Stock b****k@u****u 1
Alvin Tan 6****n 1
Committer Domains (Top 20 + Academic)
ucsd.edu: 1 member.fsf.org: 1 uvic.ca: 1 zmjones.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 60
  • Total pull requests: 22
  • Average time to close issues: 8 months
  • Average time to close pull requests: 4 months
  • Total issue authors: 26
  • Total pull request authors: 14
  • Average comments per issue: 2.42
  • Average comments per pull request: 2.5
  • Merged pull requests: 17
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 0
  • Average comments per issue: 2.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • xfim (16)
  • dmenne (8)
  • lindeloev (4)
  • hadley (4)
  • brianstock (3)
  • jfiksel (2)
  • jonathan-g (2)
  • stefanherzog (2)
  • d-morrison (1)
  • adcascone (1)
  • perkaer (1)
  • george-githinji (1)
  • J-Baxter (1)
  • GustafRydevik (1)
  • kieranrcampbell (1)
Pull Request Authors
  • jucor (5)
  • zmjones (4)
  • johnaponte (2)
  • Juste (1)
  • mbjoseph (1)
  • knokknok (1)
  • akrawitz (1)
  • brianstock (1)
  • christophergandrud (1)
  • statnmap (1)
  • jonathan-g (1)
  • alvinwmtan (1)
  • stragu (1)
  • schloerke (1)
Top Labels
Issue Labels
enhancement (14) question (2) wontfix (2) bug (1)
Pull Request Labels
enhancement (1)

Packages

  • Total packages: 2
  • Total downloads:
    • cran 1,787 last-month
  • Total docker downloads: 116,871
  • Total dependent packages: 20
    (may contain duplicates)
  • Total dependent repositories: 39
    (may contain duplicates)
  • Total versions: 28
  • Total maintainers: 1
proxy.golang.org: github.com/xfim/ggmcmc
  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 5.4%
Average: 5.6%
Dependent repos count: 5.8%
Last synced: 7 months ago
cran.r-project.org: ggmcmc

Tools for Analyzing MCMC Simulations from Bayesian Inference

  • Versions: 20
  • Dependent Packages: 20
  • Dependent Repositories: 39
  • Downloads: 1,787 Last month
  • Docker Downloads: 116,871
Rankings
Forks count: 2.5%
Dependent packages count: 3.4%
Stargazers count: 3.7%
Dependent repos count: 4.1%
Average: 7.5%
Downloads: 9.1%
Docker downloads count: 22.2%
Maintainers (1)
xavier.fim@gmail.com
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.5 depends
  • dplyr >= 1.0.0 depends
  • ggplot2 * depends
  • tidyr >= 1.1.0 depends
  • GGally >= 1.1.0 imports
  • Cairo * suggests
  • coda * suggests
  • extrafont * suggests
  • ggthemes * suggests
  • gridExtra * suggests
  • knitr * suggests
  • rmarkdown * suggests