waspr
waspr: an R package for computing Wasserstein barycenters of subset posteriors
Science Score: 23.0%
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Found 4 DOI reference(s) in README -
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Last synced: 10 months ago
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Repository
waspr: an R package for computing Wasserstein barycenters of subset posteriors
Basic Info
- Host: GitHub
- Owner: joliencremers
- License: gpl-3.0
- Language: R
- Default Branch: master
- Size: 270 KB
Statistics
- Stars: 0
- Watchers: 2
- Forks: 1
- Open Issues: 0
- Releases: 0
Created almost 6 years ago
· Last pushed over 2 years ago
Metadata Files
Readme
License
README.Rmd
---
output: github_document
---
```{r setup, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "man/figures/README-"
)
```
# waspr
[](https://cran.r-project.org/package=waspr)
[](https://doi.org/10.5281/zenodo.3971910)
The goal of waspr is to compute Wasserstein barycenters of subset posteriors.
## Installation
The R-package waspr can be installed from CRAN as follows:
```{r gh-installation cran, eval = FALSE}
install.packages("waspr")
```
You can install a beta-version of waspr from github with:
```{r gh-installation, eval = FALSE}
install.packages("devtools")
devtools::install_github("joliencremers/waspr")
```
## Citation
To cite the package ‘waspr’ in publications use:
Jolien Cremers (2020). waspr: Wasserstein Barycenters of Subset Posteriors. R package
version 1.0.1. https://CRAN.R-project.org/package=waspr
or
Jolien Cremers (2020). waspr: Wasserstein Barycenters of Subset Posteriors. Zenodo, doi: 10.5281/zenodo.3971910
## Example
This is a basic example which shows you how to compute the Wasserstein
barycenter from a set of MCMC outputs for several data subsets. A more extensive
explanation of the usage of the package can be found in the Tutorial vignette.
```{r example}
library(waspr)
wasp(pois_logistic,
par.names = c("beta_s", "alpha_l", "beta_l",
"baseline_sigma", "baseline_mu",
"correlation", "sigma_s", "sigma_l"))
```
Owner
- Login: joliencremers
- Kind: user
- Repositories: 2
- Profile: https://github.com/joliencremers
GitHub Events
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Last Year
Packages
- Total packages: 1
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Total downloads:
- cran 203 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
- Total maintainers: 1
cran.r-project.org: waspr
Wasserstein Barycenters of Subset Posteriors
- Homepage: https://github.com/joliencremers/waspr
- Documentation: http://cran.r-project.org/web/packages/waspr/waspr.pdf
- License: GPL-3
-
Latest release: 1.0.1
published almost 3 years ago
Rankings
Dependent packages count: 29.8%
Dependent repos count: 35.5%
Average: 51.3%
Downloads: 88.6%
Maintainers (1)
Last synced:
11 months ago