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Comparison · Infra & APIs
nmfspalette vs rgm
A side-by-side editorial comparison of nmfspalette and rgm — release velocity, themes, recent moves, and the top alternatives to consider.
nmfspalette vs rgm: at a glance
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.
What is rgm?
A microbiome network model that got itself un-archived by deleting the dependency that killed it.
rgm implements the random graphical model for microbiome interactions across related environments, published in JABES in 2026. The package was archived from CRAN in February 2026 because of its dependency on huge; the recovery release drops that dependency entirely, which cost it the graphical-lasso warm start that used to seed the initial graph — the default is now an empty graph, with warm starts left to the user. A post-processing function returning ggplot diagnostics arrived in the same release.
nmfspalette vs rgm: editorial side-by-side
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.
rgm
0.0INFRA · APIS
A microbiome network model that got itself un-archived by deleting the dependency that killed it.
◆ Current state
rgm implements the random graphical model for microbiome interactions across related environments, published in JABES in 2026. The package was archived from CRAN in February 2026 because of its dependency on huge; the recovery release drops that dependency entirely, which cost it the graphical-lasso warm start that used to seed the initial graph — the default is now an empty graph, with warm starts left to the user. A post-processing function returning ggplot diagnostics arrived in the same release.
◆ Where it's heading
Three tags shipped inside two hours on one day, and the notes are candid about why: 1.1.0 held the actual work but was never released, 1.2.0 restated it under a higher version to signal the size of the change, and 1.2.1 answered CRAN pre-test feedback. Beyond the archival recovery, the visible work is housekeeping that had accumulated — a shadowed rmvnorm() definition, roxygen import tags that were silently emitting nothing, leftover C++ template scaffolding, and build artifacts under version control. The diagnostics function is the only genuinely new user-facing capability in the window.
◆ Prediction
The immediate task was restoring availability, and that is done; the open question the entries raise is whether losing the graphical-lasso warm start affects convergence in practice, which the new diagnostic plots are positioned to answer.
Alternatives to nmfspalette and rgm
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 nmfspalette or rgm.
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 nmfspalette alternatives → · See all rgm alternatives →
Recent activity from nmfspalette and rgm
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3mo agorgmJournal DOI replaces the preprint; promotional wording removed
- 3mo agorgmBack on CRAN after dropping the dependency that caused archival
- 3mo agorgmUnreleased twin of the CRAN recovery release
- 2y agonmfspaletteMinor updates and DOI
- 2y agorgmFirst release: simulation, estimation and post-processing
- 2y agonmfspaletteUpdate to new 2022 colors
- 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 nmfspalette and rgm?
They serve adjacent needs but don't currently overlap on shipped themes. nmfspalette and rgm 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 nmfspalette better than rgm?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. nmfspalette and rgm 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 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.
What are the best alternatives to rgm?
Top rgm alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "rgm alternatives" section above for the current picks, or visit /alternatives/rgm for the full list with editorial commentary on each.