Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
1 of 5 committers (20.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (6.4%) to scientific vocabulary
Last synced: 11 months ago
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JSON representation
Repository
Fast methods for multivariate normal distributions
Basic Info
- Host: GitHub
- Owner: mfasiolo
- Language: R
- Default Branch: master
- Homepage: http://mfasiolo.github.io/mvnfast/
- Size: 425 KB
Statistics
- Stars: 34
- Watchers: 2
- Forks: 9
- Open Issues: 5
- Releases: 0
Created over 12 years ago
· Last pushed about 3 years ago
Metadata Files
Readme
Changelog
README.md
mvnfast: fast multivariate normal and Student's t distributions
The mvnfast R package provides computationally efficient tools related to the multivariate normal and Student's t distributions. The tools are generally faster than those provided by other packages, thanks to the use of C++ code through the Rcpp\RcppArmadillo packages and parallelization through the OpenMP API. The most important functions are:
rmvn(): simulates multivariate normal random vectors.rmvt(): simulates Student's t normal random vectors.dmvn(): evaluates the probability density function of a multivariate normal distribution.dmvt(): evaluates the probability density function of a multivariate Student's t distribution.maha(): evaluates mahalanobis distances.
See the vignette for an introduction to mvnfast and some performance benchmarking.
Owner
- Name: Matteo Fasiolo
- Login: mfasiolo
- Kind: user
- Location: Bristol Uk
- Company: University of Bristol
- Website: https://mfasiolo.github.io
- Repositories: 24
- Profile: https://github.com/mfasiolo
GitHub Events
Total
- Watch event: 1
Last Year
- Watch event: 1
Committers
Last synced: almost 3 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Jugurtha | m****o@g****m | 46 |
| Matteo | m****5@O****) | 4 |
| Matteo Fasiolo | m****2@i****k | 3 |
| Matthew Fidler | m****r@g****m | 1 |
| Michael Chirico | c****m@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 12 months ago
All Time
- Total issues: 13
- Total pull requests: 2
- Average time to close issues: about 1 month
- Average time to close pull requests: 5 days
- Total issue authors: 10
- Total pull request authors: 2
- Average comments per issue: 3.77
- Average comments per pull request: 1.0
- Merged pull requests: 2
- 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
- mattfidler (4)
- ngreifer (1)
- ck37 (1)
- brianwdavis (1)
- MichaelChirico (1)
- mfasiolo (1)
- kgoldfeld (1)
- cwliu007 (1)
- vikaskumar30 (1)
- louisaslett (1)
Pull Request Authors
- mattfidler (1)
- MichaelChirico (1)
Top Labels
Issue Labels
enhancement (1)
Pull Request Labels
Packages
- Total packages: 2
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Total downloads:
- cran 6,811 last-month
- Total docker downloads: 43,390
-
Total dependent packages: 51
(may contain duplicates) -
Total dependent repositories: 51
(may contain duplicates) - Total versions: 17
- Total maintainers: 1
cran.r-project.org: mvnfast
Fast Multivariate Normal and Student's t Methods
- Homepage: https://github.com/mfasiolo/mvnfast/
- Documentation: http://cran.r-project.org/web/packages/mvnfast/mvnfast.pdf
- License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2.0)]
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Latest release: 0.2.8
published over 3 years ago
Rankings
Docker downloads count: 0.6%
Dependent packages count: 1.8%
Dependent repos count: 3.5%
Average: 4.6%
Downloads: 4.9%
Forks count: 7.3%
Stargazers count: 9.5%
Maintainers (1)
Last synced:
12 months ago
conda-forge.org: r-mvnfast
- Homepage: https://github.com/mfasiolo/mvnfast
- License: GPL-2.0-or-later
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Latest release: 0.2.7
published about 5 years ago
Rankings
Dependent packages count: 19.5%
Average: 26.8%
Dependent repos count: 34.0%
Last synced:
11 months ago
Dependencies
DESCRIPTION
cran
- Rcpp >= 0.12.0 imports
- MASS * suggests
- RhpcBLASctl * suggests
- knitr * suggests
- microbenchmark * suggests
- mvtnorm * suggests
- plyr * suggests
- rmarkdown * suggests
- testthat * suggests