R Observatory: Metrics for mafR version 1.1.14

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mafR

1.1.14Package record

Interface for Masked Autoregressive Flows

0packages dependsuggested by 1

24.2Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by François RoussetCRAN page ↗GitHub ↗

Interfaces the 'python' library 'zuko' implementing Masked Autoregressive Flows. See Rozet, Divo and Schnake (2023) doi:10.5281/zenodo.7625672 and Papamakarios, Pavlakou and Murray (2017) doi:10.48550/arXiv.1705.07057.

Install

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

install.packages("mafR", 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("f-rousset/mafR")

Development version from f-rousset/mafR. 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-mafr

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-mafR

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-mafR

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 52 s · r-release-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1.14

READMENoVignettesNoNEWSYes · does not mention 1.1.14Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 5includes a package overview page
Examples that run: 0%3 never run · 1 hold no code
Exported functions with examples: 100%
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: 20%

How these are measured

Downloads

24.2K

CRAN downloads in the past year

Rank #2,843 · ~66/day · ~2K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.7K30 days

5K90 days

24.2K1 year

Compare downloads with other packages →

Also on78 r2u6 autocran

How downloads are counted

Repository

f-rousset/mafr ↗Account: f-rousset

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2026-06-29

Responsiveness

not measured

How these are measured

PracticesBeta

Checks run against github.com/f-rousset/mafr on 2026-10-11.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Installing mafR adds 10 packages (7 with compiled code, 5.5 MB of source tarballs). Heaviest: Rcpp 1.8 MB, reticulate 1.6 MB, jsonlite 1.0 MB.

Depends (1)

R >= 3.6.0

Imports (1)

reticulate

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

Infusion

How these are counted

Code & Tests

People & History

People (2)

François Rousset

Jean-Michel Marin

Author, Copyright holder

Releases (2)

Pick two releases to compare their code metrics.

1.1.14Latest
record
2026-05-07 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.1.6
record
2024-09-26
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-09-26
Total releases: 2 / 2 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.6.0
Download size: 10 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("mafR")

Format

Rousset, F., & Marin, J. (2026). mafR: Interface for Masked Autoregressive Flows (Version 1.1.14) [Computer software]. https://doi.org/10.32614/CRAN.package.mafR

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for mafR version 1.1.14 [Data set]. HJJB, LLC. Data release v2026-10-19. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-19, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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