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vizdraws

vizdraws creates interactive visualizations using draws from a prior and posterior distributions.

https://github.com/ignacio82/vizdraws

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 (8.6%) to scientific vocabulary

Keywords

bayesian visualization visualization-library visualization-tools
Last synced: 6 months ago · JSON representation

Repository

vizdraws creates interactive visualizations using draws from a prior and posterior distributions.

Basic Info
Statistics
  • Stars: 9
  • Watchers: 5
  • Forks: 10
  • Open Issues: 6
  • Releases: 5
Topics
bayesian visualization visualization-library visualization-tools
Created over 8 years ago · Last pushed 9 months ago
Metadata Files
Readme Changelog

README.Rmd 

---
output:
  md_document:
    variant: gfm
---



```{r, echo = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "README-"
)
```

# vizdraws

**vizdraws** creates interactive visualizations using draws from a prior and posterior distributions.

[![CRAN\_Status\_Badge](https://www.r-pkg.org/badges/version/vizdraws?color=blue)](https://cran.r-project.org/package=vizdraws)
[![Downloads_grand-total](http://cranlogs.r-pkg.org/badges/grand-total/vizdraws?color=blue)](https://cran.r-project.org/package=vizdraws)
[![last-month](http://cranlogs.r-pkg.org/badges/last-month/vizdraws?color=blue)](https://cran.r-project.org/package=vizdraws)
[![last-week](http://cranlogs.r-pkg.org/badges/last-week/vizdraws?color=blue)](https://cran.r-project.org/package=vizdraws)

## Installation

``` r
install.packages('vizdraws')
```

The latest development version can be installed from github:

``` r
# install.packages("remotes")
remotes::install_github('ignacio82/vizdraws')
```

## Example

This is a example which shows you how to how to visualize the transition from the prior to the posterior:

```{r example, eval=FALSE}
library(vizdraws)
set.seed(9782)
vizdraws(prior = rnorm(10000, 0, 1), posterior = rnorm(10000, 1.1, 0.5), MME = 0.5, threshold = 0.8)
```

![](https://ignacio.martinez.fyi/Posterior.gif)

### Notes

The bell-curve icon was [created by Davo Sime.](https://thenounproject.com/term/bell-curve/614251/)

Owner

  • Name: Ignacio Martinez
  • Login: ignacio82
  • Kind: user
  • Location: San Francisco
  • Company: Google

GitHub Events

Total
  • Push event: 4
  • Pull request event: 6
  • Create event: 2
Last Year
  • Push event: 4
  • Pull request event: 6
  • Create event: 2

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 293
  • Total Committers: 10
  • Avg Commits per committer: 29.3
  • Development Distribution Score (DDS): 0.509
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Ignacio Martinez i****o@p****m 144
drcthal d****l@m****m 84
Ignacio Martinez M****g@g****m 22
Linus Marco L****o@m****m 20
Ignacio Martinez m****g@g****m 12
Stephanie Tuerk S****k@m****m 4
Balaj Khan b****7@g****m 2
Mike Hankin m****5@g****m 2
timelyportfolio k****l@t****m 2
Balaj Khan b****n@l****o 1
Committer Domains (Top 20 + Academic)
mathematica-mpr.com: 3 google.com: 2 luckytruck.co: 1 timelyportfolio.com: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 34
  • Total pull requests: 36
  • Average time to close issues: about 1 month
  • Average time to close pull requests: 14 days
  • Total issue authors: 4
  • Total pull request authors: 7
  • Average comments per issue: 1.65
  • Average comments per pull request: 0.69
  • Merged pull requests: 36
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 3
  • Average time to close issues: N/A
  • Average time to close pull requests: 2 minutes
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 3
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • ignacio82 (27)
  • linusmarco (3)
  • maxpohlman (2)
  • drcthal (2)
Pull Request Authors
  • drcthal (15)
  • ignacio82 (14)
  • linusmarco (7)
  • balajkhan07 (1)
  • stephanietuerk (1)
  • meh2135 (1)
  • timelyportfolio (1)
Top Labels
Issue Labels
enhancement (8) bug (8) help wanted (6)
Pull Request Labels
codex (6)

Packages

  • Total packages: 1
  • Total downloads:
    • cran 296 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 6
  • Total maintainers: 1
cran.r-project.org: vizdraws

Visualize Draws from the Prior and Posterior Distributions

  • Versions: 6
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 296 Last month
Rankings
Forks count: 6.8%
Stargazers count: 16.5%
Dependent repos count: 23.8%
Average: 26.9%
Dependent packages count: 28.6%
Downloads: 58.9%
Maintainers (1)
ignacio@protonmail.com
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • dplyr * imports
  • htmlwidgets * imports
  • magrittr * imports
  • stats * imports
  • stringr * imports
  • knitr * suggests
  • rmarkdown * suggests