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Comparison · Infra & APIs
logbin vs nmfspalette
A side-by-side editorial comparison of logbin and nmfspalette — release velocity, themes, recent moves, and the top alternatives to consider.
logbin vs nmfspalette: at a glance
What is logbin?
Relative-risk regression that converges where glm fails, under an unreadable tag order
logbin fits log-binomial models to estimate relative risk, a fit standard glm frequently fails to converge on because of the constrained parameter space. Its answer is a choice of algorithms — adaptive barrier, combinatorial EM, and expectation-maximisation on an overparameterised model — selected through a method argument and optionally accelerated with turboEM. The most recent release, in April 2025, replaces the variance-covariance calculation in summary.logbin so it matches summary.glm, and adds a testthat suite.
What is nmfspalette?
A NOAA Fisheries colour palette that ships when the branding guide changes
nmfspalette supplies the NOAA Fisheries colour palette as an R package, for figures that have to follow agency branding. Its five releases track the branding guide rather than any software need: a first version in 2020, a breaking switch to CSS-compatible colour names in 2021, an update to the 2022 branding colours applied in July 2023, and a 2024 release whose stated purpose is to mint a DOI. There is no functionality here beyond supplying colours.
logbin vs nmfspalette: editorial side-by-side
logbin
0.0INFRA · APIS
Relative-risk regression that converges where glm fails, under an unreadable tag order
◆ Current state
logbin fits log-binomial models to estimate relative risk, a fit standard glm frequently fails to converge on because of the constrained parameter space. Its answer is a choice of algorithms — adaptive barrier, combinatorial EM, and expectation-maximisation on an overparameterised model — selected through a method argument and optionally accelerated with turboEM. The most recent release, in April 2025, replaces the variance-covariance calculation in summary.logbin so it matches summary.glm, and adds a testthat suite.
◆ Where it's heading
The method work concluded in 2021 and the package has since been aligned with base R conventions rather than extended: the vcov calculation now mirrors glm's, and earlier releases added the contrasts, qr, R and effects components so standard glm S3 methods such as influence() and plot() work on logbin objects. Be warned that the feed's tag order is unusable — versions 2.0, 2.0.1, 2.0.2 and 2.0.4 were all pushed within ninety seconds on 23 July 2021 in non-monotonic order, while 2.0.3 carries a 2017 timestamp and restates 2.0.2's notes. Read the bodies, not the sequence.
◆ Prediction
Expect continued alignment with glm conventions and occasional CRAN maintenance; the algorithm set has been stable for four years and nothing in these entries suggests another is planned.
nmfspalette
0.0INFRA · APIS
A NOAA Fisheries colour palette that ships when the branding guide changes
◆ Current state
nmfspalette supplies the NOAA Fisheries colour palette as an R package, for figures that have to follow agency branding. Its five releases track the branding guide rather than any software need: a first version in 2020, a breaking switch to CSS-compatible colour names in 2021, an update to the 2022 branding colours applied in July 2023, and a 2024 release whose stated purpose is to mint a DOI. There is no functionality here beyond supplying colours.
◆ Where it's heading
This is a package whose release schedule is set outside the project — it changes when NOAA publishes new branding, and the 2022 guide took until 2023 to land here. The one release with real user impact was the 2021 breaking change, which replaced the branding guide's colour names with CSS-compatible ones and would have broken any code naming a colour directly. The DOI release indicates the maintainer expects it to be cited in publications, which is the natural end state for an agency-standard palette.
◆ Prediction
Expect the next release when NOAA Fisheries revises its branding guide again; on the 2022-to-2023 precedent, it will follow the guide by several months.
Alternatives to logbin and nmfspalette
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 logbin or nmfspalette.
Warp
Warp turned its quarter of software-factory essays into infrastructure you can buy.
Okta
Okta's developer blog is a Cross App Access campaign, now diluted by advocacy-team storytelling.
tealeaves
A leaf-temperature model that finished its job in 2020 and has stayed finished
Infisical
A credential platform assembled two or three pull requests at a time, never a headline
SigNoz
Search without knowing the field — SigNoz keeps lowering the cost of not knowing your schema
See all logbin alternatives → · See all nmfspalette alternatives →
Recent activity from logbin and nmfspalette
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1y agologbinvcov in summary.logbin now matches summary.glm
- 2y agonmfspaletteMinor updates and DOI
- 2y agonmfspaletteUpdate to new 2022 colors
- 5y agologbinFactor reparameterisation fix and faster parameter expansion
- 5y agologbinVersion bump to satisfy a CRAN check
- 5y agologbinmethod and accelerate options: adaptive barrier, CEM, EM, turboEM
- 5y agologbinglm S3 method support via contrasts, qr, R and effects components
- 5y agologbinJournal of Statistical Software citation added
- 5y agonmfspaletteRelease with CSS compatible names
- 5y agonmfspaletteRelease update to work with r-cmd-check
- 5y agonmfspaletteThe first release of nmfspalette
Frequently asked questions
What is the difference between logbin and nmfspalette?
They serve adjacent needs but don't currently overlap on shipped themes. logbin and nmfspalette 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 logbin better than nmfspalette?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. logbin and nmfspalette 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 logbin?
Top logbin alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "logbin alternatives" section above for the current picks, or visit /alternatives/logbin for the full list with editorial commentary on each.
What are the best alternatives to nmfspalette?
Top nmfspalette alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "nmfspalette alternatives" section above for the current picks, or visit /alternatives/nmfspalette for the full list with editorial commentary on each.