HydroPortailStats
France's national flood statistics, ported out of Fortran and into R.
Comparison · Infra & APIs
bkmrhat vs cocoon
A side-by-side editorial comparison of bkmrhat and cocoon — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r-packagemaintenance
bkmrhat vs cocoon: at a glance
What is bkmrhat?
A parallel-chain helper for bkmr that has settled into pure upkeep.
bkmrhat wraps Bayesian kernel machine regression (bkmr) so users can run and diagnose multiple MCMC chains in parallel, then combine or continue them. The functional surface has been stable since 2022, when chain-combining picked up a low-memory path and a seed-collision bug was corrected. The most recent release adds only diagnostic metadata to the package description.
What is cocoon?
A statistics-formatting helper in maintenance mode, tracking R-devel one fix at a time
cocoon formats statistical output for manuscripts, converting model and test objects into publication-ready strings. Its surface settled early: format_stats() is a generic that dispatches on object class, introduced in 0.1.0 to supersede the earlier format_corr() and format_ttest(), and extended in 0.2.0 to cover aov, lm, glm and the lme4 and lmerTest mixed-model families. The two releases since have been single-issue compatibility fixes against changes to wilcox.test() in R-devel.
bkmrhat vs cocoon: editorial side-by-side
bkmrhat
0.0INFRA · APIS
A parallel-chain helper for bkmr that has settled into pure upkeep.
◆ Current state
bkmrhat wraps Bayesian kernel machine regression (bkmr) so users can run and diagnose multiple MCMC chains in parallel, then combine or continue them. The functional surface has been stable since 2022, when chain-combining picked up a low-memory path and a seed-collision bug was corrected. The most recent release adds only diagnostic metadata to the package description.
◆ Where it's heading
Three releases across five years, and the newest carries no user-facing change at all. The package is in maintenance: it does what it set out to do for bkmr users, and updates now arrive only when CRAN or an upstream dependency forces them.
◆ Prediction
Expect the next release to be another compliance or dependency-driven patch rather than new functionality; the entries show no in-progress feature work.
cocoon
0.0INFRA · APIS
A statistics-formatting helper in maintenance mode, tracking R-devel one fix at a time
◆ Current state
cocoon formats statistical output for manuscripts, converting model and test objects into publication-ready strings. Its surface settled early: format_stats() is a generic that dispatches on object class, introduced in 0.1.0 to supersede the earlier format_corr() and format_ttest(), and extended in 0.2.0 to cover aov, lm, glm and the lme4 and lmerTest mixed-model families. The two releases since have been single-issue compatibility fixes against changes to wilcox.test() in R-devel.
◆ Where it's heading
The package reached feature completeness for its stated job quickly and has been in maintenance since early 2025. Both 0.2.1 and 0.3.1 address the same upstream moving part - how wilcox.test() computes exact versus asymptotic distributions in development versions of R - which is the shape of a package whose own code is stable and whose risk lives entirely in what it wraps. Nothing in the recent entries points at new statistical object types.
◆ Prediction
Further releases are likely to stay reactive, triggered by R-devel or dependency changes rather than by new formatting methods, unless a specific model class is requested.
Alternatives to bkmrhat and cocoon
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either bkmrhat or cocoon.
bsvarSIGNs
Sign, zero and narrative restrictions brought into the bsvars ecosystem.
estimatr
Fast design-based estimators for experiments, coasting on CRAN patches.
ggdist
The grammar of uncertainty visualization, now drawing the uncertainty in its own estimates.
ipaddress
IP address vectors for R that hit 1.0 and then went quiet.
ltertools
A column-key toolkit for stitching decades of ecological field data into one table.
See all bkmrhat alternatives → · See all cocoon alternatives →
Recent activity from bkmrhat and cocoon
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agococoonTest fix for wilcox.test changes in R-devel
- 9mo agobkmrhatDebugging metadata added to package description
- 11mo agococoonSuppress an R-devel warning in htest testing
- 1y agococoonformat_stats gains regression and mixed-model methods
- 1y agococoonformat_stats generic supersedes the per-test formatters
- 1y agococoonPre-release tag of the 0.1.0 contents
- 4y agobkmrhatLow-memory chain combining plus a seed-collision fix
- 5y agobkmrhatFirst release: parallel chains and continuation for bkmr
Frequently asked questions
What is the difference between bkmrhat and cocoon?
Both compete on the same themes — r-package, maintenance — within Infra & APIs. bkmrhat and cocoon are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is bkmrhat better than cocoon?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. bkmrhat and cocoon are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to bkmrhat?
Top bkmrhat alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "bkmrhat alternatives" section above for the current picks, or visit /alternatives/bkmrhat for the full list with editorial commentary on each.
What are the best alternatives to cocoon?
Top cocoon alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "cocoon alternatives" section above for the current picks, or visit /alternatives/cocoon for the full list with editorial commentary on each.