Package: seqbench 0.1.0

André Leite

seqbench: Anytime-Valid Sequential Benchmarking of Algorithms

Sequential, anytime-valid comparison of algorithms on paired losses with a practical-equivalence margin. Confidence sequences for the mean paired difference, superiority/equivalence/continue decisions, cost accounting and auditable trajectories.

Authors:André Leite [aut, cre], Raydonal Ospina [aut], Cristiano Ferraz [aut]

seqbench_0.1.0.tar.gz
seqbench_0.1.0.zip(r-4.7-any)seqbench_0.1.0.zip(r-4.6-any)seqbench_0.1.0.zip(r-4.5-any)
seqbench_0.1.0.tgz(r-4.6-any)seqbench_0.1.0.tgz(r-4.5-any)
seqbench_0.1.0.tar.gz(r-4.7-any)seqbench_0.1.0.tar.gz(r-4.6-any)
seqbench_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
seqbench/json (API)

# Install 'seqbench' in R:

install.packages('seqbench', repos = c('https://castlaboratory.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/castlaboratory/seqbench/issues

Pkgdown/docs site:https://castlaboratory.github.io

On CRAN:

anytime-valid benchmarking confidence-sequences sequential-testing

4.18 score 7 scripts 12 exports 23 dependencies

Last updated from:66a396e24e. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	123
source / vignettes	OK	194
linux-release	OK	146
macos-release	OK	126
macos-oldrel	OK	150
windows-devel	OK	88
windows-release	OK	89
windows-oldrel	OK	95
wasm-release	OK	96

Exports:boundary_init boundary_interval boundary_update comparison_design comparison_report glance initialize_comparison planning_horizon seqbench_boundaries stopping_decision tidy update_comparison

Dependencies:cli cpp11 farver generics ggplot2 glue gtable isoband labeling lifecycle magrittr pillar pkgconfig R6 RColorBrewer rlang S7 scales tibble utf8 vctrs viridisLite withr

Getting started with seqbench

Rendered fromgetting-started.Rmdusingknitr::rmarkdown

Last update: 2026-09-26
Started: 2026-09-25

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Plot the inferential trajectory of a comparison	autoplot.seqbench_comparison
Design a sequential comparison of two algorithms	comparison_design
Full result contract of a comparison	comparison_report summary.seqbench_comparison
Glance at a comparison	glance.seqbench_comparison
Start a sequential comparison	initialize_comparison
Planning horizon for a distance to the decision threshold	planning_horizon
Names of the available boundaries	seqbench_boundaries
Current decision of a comparison	stopping_decision
Tidy the trajectory of a comparison	tidy.seqbench_comparison
Update a comparison with new paired losses	update_comparison