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FSelectorRcpp

Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support

https://github.com/mi2-warsaw/fselectorrcpp

Science Score: 23.0%

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
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    2 of 8 committers (25.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (11.3%) to scientific vocabulary

Keywords

entropy feature-selection r rcpp sparse-matrix
Last synced: 6 months ago · JSON representation

Repository

Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support

Basic Info
Statistics
  • Stars: 36
  • Watchers: 12
  • Forks: 15
  • Open Issues: 6
  • Releases: 0
Topics
entropy feature-selection r rcpp sparse-matrix
Created about 10 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog

README.md

CRAN_Status_Badge Downloads Total Downloads Build statusBuild Status Coverage Status Project Status: Active - The project has reached a stable, usable state and is being actively developed.

FSelectorRcpp

Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support.

If something is missing or not clear - please chat with us on our slack?

Get started: Motivation, Installation and Quick Workflow

Provided functionalities

Blog posts history with use cases

Orly cover

Owner

  • Name: MI^2 group pre-2021
  • Login: mi2-warsaw
  • Kind: organization

See https://github.com/MI2DataLab/ for projects maintained after 2020

GitHub Events

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

Committers

Last synced: over 1 year ago

All Time
  • Total Commits: 477
  • Total Committers: 8
  • Avg Commits per committer: 59.625
  • Development Distribution Score (DDS): 0.57
Past Year
  • Commits: 4
  • Committers: 1
  • Avg Commits per committer: 4.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Zygmunt Zawadzki z****t@g****m 205
Zygmunt Zawadzki z****t@z****l 114
MarcinKosinski k****m@s****l 85
krzyslom k****i@g****m 33
Marcin Kosiński m****i@g****m 32
Aleksandra Dąbrowska o****a@g****m 4
DSkrzypiec d****5@s****l 2
pat-s p****z@g****m 2
Committer Domains (Top 20 + Academic)
students.mimuw.edu.pl: 1 student.mini.pw.edu.pl: 1 zstat.pl: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 70
  • Total pull requests: 18
  • Average time to close issues: 3 months
  • Average time to close pull requests: 3 months
  • Total issue authors: 16
  • Total pull request authors: 6
  • Average comments per issue: 4.31
  • Average comments per pull request: 0.83
  • Merged pull requests: 17
  • 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
  • MarcinKosinski (32)
  • zzawadz (14)
  • krzyslom (6)
  • AleksandraDabrowska (5)
  • hermidalc (2)
  • drowca (1)
  • pat-s (1)
  • twolodzko (1)
  • mbq (1)
  • agosiewska (1)
  • khotilov (1)
  • DSkrzypiec (1)
  • larskotthoff (1)
  • inoddy (1)
  • leachau (1)
Pull Request Authors
  • zzawadz (7)
  • AleksandraDabrowska (4)
  • krzyslom (4)
  • benjaminschlegel (2)
  • pat-s (1)
  • MarcinKosinski (1)
Top Labels
Issue Labels
enhancement (8) bug (7) marketing (5) help wanted (4) question (4) vignettes (3) evaluators (3) in progress (1) backlog (1) duplicate (1) wontfix (1)
Pull Request Labels
in progress (2) bug (2) enhancement (1) invalid (1)

Packages

  • Total packages: 1
  • Total downloads:
    • cran 1,500 last-month
  • Total docker downloads: 2,378
  • Total dependent packages: 4
  • Total dependent repositories: 11
  • Total versions: 14
  • Total maintainers: 1
cran.r-project.org: FSelectorRcpp

'Rcpp' Implementation of 'FSelector' Entropy-Based Feature Selection Algorithms with a Sparse Matrix Support

  • Versions: 14
  • Dependent Packages: 4
  • Dependent Repositories: 11
  • Downloads: 1,500 Last month
  • Docker Downloads: 2,378
Rankings
Forks count: 4.8%
Stargazers count: 8.6%
Dependent repos count: 8.8%
Dependent packages count: 9.3%
Downloads: 9.7%
Average: 11.1%
Docker downloads count: 25.7%
Maintainers (1)
zygmunt@zstat.pl
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.4 depends
  • Rcpp >= 0.12.12 imports
  • foreach * imports
  • iterators * imports
  • FSelector * suggests
  • MASS * suggests
  • Matrix * suggests
  • RTCGA.rnaseq * suggests
  • RWeka * suggests
  • RcppArmadillo * suggests
  • covr * suggests
  • doParallel * suggests
  • dplyr * suggests
  • entropy * suggests
  • ggplot2 * suggests
  • htmltools * suggests
  • knitr * suggests
  • lintr * suggests
  • magrittr * suggests
  • microbenchmark * suggests
  • parallel * suggests
  • pbapply * suggests
  • pkgdown * suggests
  • randomForest * suggests
  • rmarkdown * suggests
  • rpart * suggests
  • testthat * suggests
  • tibble * suggests
  • withr * suggests