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distcrete

:chart_with_upwards_trend::point_right::bar_chart: Discretise distributions

https://github.com/reconhub/distcrete

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
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    DOI references
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    Academic publication links
  • ✓
    Committers with academic emails
    1 of 6 committers (16.7%) from academic institutions
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    Scientific vocabulary similarity
    Low similarity (14.2%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

:chart_with_upwards_trend::point_right::bar_chart: Discretise distributions

Basic Info
Statistics
  • Stars: 5
  • Watchers: 2
  • Forks: 1
  • Open Issues: 9
  • Releases: 0
Created almost 10 years ago · Last pushed over 8 years ago
Metadata Files
Readme License

README.Rmd 

---
output: github_document
---



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

# distcrete

[![Project Status: Active – The project has reached a stable, usable state and is being actively developed.](http://www.repostatus.org/badges/latest/active.svg)](http://www.repostatus.org/#active)



[![Travis-CI Build Status](https://travis-ci.org/reconhub/distcrete.svg?branch=master)](https://travis-ci.org/reconhub/distcrete)
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[![codecov.io](https://codecov.io/github/reconhub/distcrete/coverage.svg?branch=master)](https://codecov.io/github/reconhub/distcrete?branch=master)


> Discrete Distribution Approximations

`distcrete` takes a distribution and a set of parameters and returns a list object with functions as elements. Each one is the equivalent to the function calls we typically expect to be able to do in R for a given distribution: 

- Density e.g.`dnorm` 
- Distribution function e.g. `pnorm`
- Quantile function e.g. `qnorm`
- Random generation e.g. `rnorm`

Each function created by `distcrete` corresponds to the first letter of the non-discrete equivalent.

```{r example}
set.seed(415)
d0 <- distcrete::distcrete("gamma", 1, shape = 3, w = 0)
d0$d(1:10)
d0$p(c(.1,.5))
d0$q(c(.1,.5))
d0$r(10)
```

## Allowed distributions
You can use any distribution that conforms to the following expectations:

- It has a distribution function like `p[dist name]` available
- It has a quantile function like `q[dist name]` available

These can be loaded from a package or created on the fly, but must exist when the `distcrete()` function is called.

## Installation

You can install it from CRAN with:
```{r cran-installation, eval = FALSE}
install.packages("distcrete")
```

You can install `distcrete` the most up to date version from github with:

```{r gh-installation, eval = FALSE}
# install.packages("devtools")
devtools::install_github("reconhub/distcrete")
```

## Tests
```{r tests}
devtools::test()
```

Owner

  • Name: R Epidemics Consortium
  • Login: reconhub
  • Kind: organization

Consortium for epidemics analysis and outbreak response using R

GitHub Events

Total
  • Issues event: 1
Last Year
  • Issues event: 1

Committers

Last synced: almost 3 years ago

All Time
  • Total Commits: 41
  • Total Committers: 6
  • Avg Commits per committer: 6.833
  • Development Distribution Score (DDS): 0.585
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Rich FitzJohn r****n@g****m 17
Thibaut Jombart t****t@g****m 8
Steph Locke s****e@c****m 8
Rich FitzJohn r****n@i****k 6
Stephanie Locke s****e@g****m 1
Dirk Schumacher m****l@d****t 1
Committer Domains (Top 20 + Academic)
dirk-schumacher.net: 1 imperial.ac.uk: 1 censornet.com: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 16
  • Total pull requests: 5
  • Average time to close issues: 5 months
  • Average time to close pull requests: 26 days
  • Total issue authors: 5
  • Total pull request authors: 4
  • Average comments per issue: 1.19
  • Average comments per pull request: 1.6
  • Merged pull requests: 5
  • 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: 0.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • richfitz (11)
  • thibautjombart (2)
  • CyGei (1)
  • stephlocke (1)
  • seabbs (1)
Pull Request Authors
  • thibautjombart (2)
  • dirkschumacher (1)
  • richfitz (1)
  • stephlocke (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 850 last-month
  • Total docker downloads: 43,547
  • Total dependent packages: 3
  • Total dependent repositories: 7
  • Total versions: 1
  • Total maintainers: 1
cran.r-project.org: distcrete

Discrete Distribution Approximations

  • Versions: 1
  • Dependent Packages: 3
  • Dependent Repositories: 7
  • Downloads: 850 Last month
  • Docker Downloads: 43,547
Rankings
Docker downloads count: 0.6%
Dependent packages count: 10.9%
Dependent repos count: 11.1%
Average: 14.4%
Downloads: 19.4%
Forks count: 21.0%
Stargazers count: 23.6%
Maintainers (1)
steph@itsalocke.com
Last synced: 11 months ago

Dependencies

DESCRIPTION cran
  • knitr * suggests
  • rmarkdown * suggests
  • testthat * suggests