InSilicoVA

R package for InSilicoVA framework

https://github.com/verbal-autopsy-software/insilicova

Science Score: 46.0%

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
    Links to: arxiv.org
  • Committers with academic emails
    2 of 5 committers (40.0%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (11.1%) to scientific vocabulary

Keywords

r-package va-algorithm
Last synced: 7 months ago · JSON representation

Repository

R package for InSilicoVA framework

Basic Info
  • Host: GitHub
  • Owner: verbal-autopsy-software
  • Language: R
  • Default Branch: master
  • Homepage:
  • Size: 200 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 5
  • Releases: 0
Topics
r-package va-algorithm
Created about 11 years ago · Last pushed 8 months ago
Metadata Files
Readme

README.md

InSilicoVA

R-CMD-check CRAN\_Status\_Badge

To install the package from CRAN, run the script: r install.packages("InSilicoVA")

To install the github testing version of InSilicoVA, run the script r library(devtools) devtools::install_github("verbal-autopsy-software/InSilicoVA", subdir = "InSilicoVA")

To use InSilicoVA, 'rJava' package is required and it requires Java 6 or above properly installed and linked to R. See the user manual for more detail.

Reference

Tyler H. McCormick, Zehang Richard Li, Clara Calvert, Amelia C. Crampin, Kathleen Kahn, and Samuel J. Clark. Probabilistic Cause-of-death Assignment using Verbal Autopsies. Journal of the American Statistical Association 111.515 (2016): 1036-1049.

What's New

Additional information when running large models

If you hit the error message compaining about java heap size, e.g. java.lang.OutOfMemoryError: Java heap space

Try start a new R session and run this line of code before calling library(openVA) or library(InSilicoVA):

options(java.parameters = c("-XX:+UseConcMarkSweepGC"))

Owner

  • Name: verbal-autopsy-software
  • Login: verbal-autopsy-software
  • Kind: organization

Supported by the Bloomberg Philanthropies Data for Health Initiative, Vital Strategies and the National Institutes of Health

GitHub Events

Total
  • Public event: 1
  • Push event: 4
Last Year
  • Public event: 1
  • Push event: 4

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 244
  • Total Committers: 5
  • Avg Commits per committer: 48.8
  • Development Distribution Score (DDS): 0.16
Past Year
  • Commits: 4
  • Committers: 2
  • Avg Commits per committer: 2.0
  • Development Distribution Score (DDS): 0.5
Top Committers
Name Email Commits
richardli l****g@g****m 205
Jason Thomas j****s@g****m 28
Richard Li l****g@u****u 7
Matt Boyas m****s@m****g 3
A. Flaxman a****e@a****u 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 29
  • Total pull requests: 2
  • Average time to close issues: 12 months
  • Average time to close pull requests: 28 days
  • Total issue authors: 4
  • Total pull request authors: 2
  • Average comments per issue: 0.45
  • Average comments per pull request: 0.0
  • 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
  • mjutras-mitre (20)
  • jarathomas (5)
  • richardli (2)
  • sophiayc (2)
Pull Request Authors
  • mboyas-mitre (1)
  • aflaxman (1)
Top Labels
Issue Labels
enhancement (3) question (2) bug (1)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 480 last-month
  • Total dependent packages: 1
  • Total dependent repositories: 1
  • Total versions: 24
  • Total maintainers: 1
cran.r-project.org: InSilicoVA

Probabilistic Verbal Autopsy Coding with 'InSilicoVA' Algorithm

  • Versions: 24
  • Dependent Packages: 1
  • Dependent Repositories: 1
  • Downloads: 480 Last month
Rankings
Forks count: 9.6%
Dependent packages count: 18.1%
Average: 20.8%
Dependent repos count: 23.9%
Stargazers count: 25.5%
Downloads: 26.7%
Maintainers (1)
Last synced: 8 months ago

Dependencies

InSilicoVA/DESCRIPTION cran
  • InterVA5 * depends
  • R >= 3.5.0 depends
  • coda * depends
  • ggplot2 * depends
  • rJava * depends
  • methods * imports
  • testthat * suggests