R Observatory: Metrics for PartialTL version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

PartialTL

0.1.0Package record

Partial Transfer Learning for Causal Estimation

0packages depend

1.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Xinhao QuCRAN page ↗GitHub ↗Issues ↗

Implements partial transfer learning (PTL) for causal effect estimation using source and target data, with bootstrap-based source detection. Provides data generating processes and nuisance functions for simulation.

Install

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

install.packages("PartialTL", 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("JackQuu/PartialTL")

Development version from JackQuu/PartialTL. 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-partialtl

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-PartialTL

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-PartialTL

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: 1.3 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
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 0.1.0

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 11includes a package overview page
Examples that run: 100%2 run in a plain check
Exported functions with examples: 20%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 9%

Also includes 2 demo scripts (run with demo())

How these are measured

Downloads

1.5K

CRAN downloads in the past year

Rank #22,081 · ~4/day · ~126/mo

Releases R versions

Daily download trend is not available in this view yet.

28430 days

58890 days

1.5K1 year

Compare downloads with other packages →

Also on49 r2u6 autocran

How downloads are counted

Repository

jackquu/partialtl ↗Account: JackQuu

0Stars

0Forks

0Open issues

0Open PRs

0Releases

License file reads as GPL-2.0 · Last activity 2026-02-15

Responsiveness

not measured

How these are measured

PracticesBeta

Checks run against github.com/jackquu/partialtl 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

6 external dependencies (excludes base and recommended)

Installing PartialTL adds 37 packages (20 with compiled code, 24 MB of source tarballs). Heaviest: data.table 5.7 MB, palmerpenguins 2.9 MB, moocore 1.9 MB.

Depends (1)

R >= 4.0.0

Imports (3)

MASSDoubleML ncvreg

LinkingTo (0)

none

Suggests (4)

lgr mlr3 mlr3learners glmnet

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Xinhao Qu

Author, Maintainer since 0.1.0 (2026)

Releases (1)

R
R 4.6.0 released · 2026-04-24
0.1.0Latest
record
2026-02-18 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-02-18
Total releases: 1 / 1 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.0.0
Download size: 9.4 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("PartialTL")

Format

Xinhao Qu. (2026). PartialTL: Partial Transfer Learning for Causal Estimation (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.PartialTL

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 PartialTL version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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