Asymptotic Timing

Computing and visualizing comparative asymptotic timings of different algorithms and code versions. Also includes functionality for comparing empirical timings with expected references such as linear or quadratic, < https://en.wikipedia.org/wiki/Asymptotic_computational_complexity> Also includes functionality for measuring asymptotic memory and other quantities.


Reference manual

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install.packages("atime")

2026.9.17 by Toby Hocking, a month ago


https://github.com/tdhock/atime, https://atime-docs.netlify.app


Report a bug at https://github.com/tdhock/atime/issues


Browse source code at https://github.com/cran/atime


Authors: Toby Hocking [aut, cre] (ORCID:


Documentation:   PDF Manual  


GPL-3 license


Imports data.table, bench, lattice, gert, utils, stats, grDevices

Suggests directlabels, ggplot2, testthat, stringi, re2, binsegRcpp, grates, fastymd, wbs, changepoint, LOPART, PeakSegDisk, callr, readr, dplyr, tidyr, nc, RColorBrewer, Matrix, litedown

System requirements: git command line program


Suggested by aum.


See at CRAN