RGF

1.1.1

Regularized Greedy Forest

0packages depend

3.9Kdownloads / year

65.4%test coverage

13/13checks pass

Overview

About

Maintained by Lampros MouselimisFirst published 2018-02-1311 releasesCRAN page ↗GitHub ↗

Regularized Greedy Forest wrapper of the 'Regularized Greedy Forest' https://github.com/RGF-team/rgf/tree/master/python-package 'python' package, which also includes a Multi-core implementation (FastRGF) https://github.com/RGF-team/rgf/tree/master/FastRGF.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("RGF", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("RGF-team/rgf")

Development version from RGF-team/rgf. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-rgf

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-RGF

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-RGF

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 3.2 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.66

65.4%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,115 wordsVignettesYes · staticpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 86%
Documented parameters: 33%
Return-value docs: 0%
References docs: 88%

Downloads

3.9K

CRAN downloads in the past year

Rank #10,943 · ~11/day · ~326/mo

Releases R versions

Daily download trend is not available in this view yet.

28230 days

94190 days

3.9K1 year

Compare downloads with other packages →

Also on87 r2u3 autocran59 c2d4u

Repository

GitHub ↗ rgf-team/rgf

382Stars

58Forks

8Open issues

1Open PRs

24Releases

484Commits

9Contributors

machine-learningmldecision-treesensemble-modeldecision-forestregularized-greedy-forestrgfkaggle

484 commits · Last activity 2022-01-08 · +0.3% stars, 30d

Stars over time

2025-02-27 · 3792026-07-17 · 382

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/rgf-team/rgf on 2026-07-30.

Continuous integration (1)

GitHub Actions

Coverage (1)

Codecov

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.2.0

Imports (3)

reticulate R6Matrix

LinkingTo (0)

none

Suggests (4)

testthat covr knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (5)

Maintainer (1)

Lampros Mouselimis

Author, Maintainer

Authors (1)

Author, Maintainer

Package Timeline

11 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.1.1Latest
2022-09-12 · current release · diff ↗
1.1.0
2022-09-05 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.0.8
2021-05-07 · diff ↗
1.0.7
2021-03-16 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
1.0.6
2019-01-15 · diff ↗
1.0.5
2018-09-23 · diff ↗
1.0.4
2018-07-22 · diff ↗
1.0.3
2018-05-10 · diff ↗

Show 5 earlier events

R
R 3.5.0 released · 2018-04-23
1.0.2
2018-04-14 · diff ↗
1.0.1
2018-02-26 · diff ↗
1.0.0
2018-02-13
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2018-02-13
Total releases: 11 / 8 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.2.0
Download size: 48 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Machine Learning & Statistical Learning

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