R Observatory: Metrics for processpredictR version 0.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

processpredictR needs mltools, which is past its CRAN deadline of Oct 12 to fix its check problems.

processpredictR

0.1.1Package record

Process Prediction

0packages depend

6.3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Gert JanssenswillenCRAN page ↗

Means to predict process flow, such as process outcome, next activity, next time, remaining time, and remaining trace. Off-the-shelf predictive models based on the concept of Transformers are provided, as well as multiple way to customize the models. This package is partly based on work described in Zaharah A. Bukhsh, Aaqib Saeed, & Remco M. Dijkman. (2021). "ProcessTransformer: Predictive Business Process Monitoring with Transformer Network" doi:10.48550/arXiv.2104.00721.

Install

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

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

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

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-processpredictr

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-processpredictR

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-processpredictR

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: 3.2 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.1

READMEYes · 54 wordsVignettesYes · 1 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 19 (2 internal)includes a package overview page
Examples that run: 100%5 run in a plain check
Exported functions with examples: 42%
Documented parameters: 100%
Return-value docs: 91%
Help pages citing references: 0%

Vignettes (1)

Introduction to processpredictR: workflow HTML

How these are measured

Downloads

6.3K

CRAN downloads in the past year

Rank #9,798 · ~17/day · ~524/mo

Releases R versions

Daily download trend is not available in this view yet.

41030 days

99990 days

6.3K1 year

Compare downloads with other packages →

Also on71 r2u8 autocran

How downloads are counted

Dependencies

Declared dependencies

23 external dependencies (excludes base and recommended)

Installing processpredictR adds 96 packages (47 with compiled code, 79 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 2.10

Imports (20)

bupaR edeaR eventdataR dplyr forcats magrittr reticulate tidyr tidyselect purrr stringr keras tensorflow rlang data.table mltools ggplot2 cli glue plotly

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown lubridate

Enhances (0)

none

Dependencies facing archival

CRAN will archive these unless their check problems are fixed by the date shown. This package needs each one to install.

mltoolsdeadline passed Oct 12

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Gert Janssenswillen

Maintainer since 0.1.0 (2023)

Ivan Esin

Author

Hasselt University

Copyright holder

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.1.1Latest
record
2025-09-15 · current release · diff ↗
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
0.1.0
record
2023-01-17
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-01-17
Total releases: 2 / 3 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 2.10
Download size: 121 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("processpredictR")

Format

Janssenswillen, G., Hasselt University, & Esin, I. (2025). processpredictR: Process Prediction (Version 0.1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.processpredictR

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 processpredictR version 0.1.1 [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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