pr2database
The protist reference database keeps widening past the rRNA gene it was built on.
Comparison · Infra & APIs
JointFPM vs neonUtilities
A side-by-side editorial comparison of JointFPM and neonUtilities — release velocity, themes, recent moves, and the top alternatives to consider.
JointFPM vs neonUtilities: at a glance
What is JointFPM?
Recurrent-event modelling settles, with mean_no() promoted to stable.
JointFPM fits joint flexible parametric models for a recurrent event process alongside a competing terminal event, and predicts the mean number of events. The visible history runs from bug fixes on the earliest CRAN releases through standardization, integration options and a summary method, ending with mean_no() declared stable. Several changes arrived through outside pull requests.
What is neonUtilities?
Two major versions shipped in a year, and this feed will not say what changed in either.
neonUtilities is the R toolkit NEON publishes for pulling and assembling its own observatory data — downloading data products through the NEON API, unzipping and stacking monthly packages into analysis-ready tables, and handling the awkward cases like eddy-covariance and airborne data. It reached 4.0.0 in June and 4.0.1 in July. What those releases contain is not recoverable from this feed: every recent entry is a one-line pointer saying the tag corresponds to a CRAN version, with the change log left in NEWS.md.
JointFPM vs neonUtilities: editorial side-by-side
JointFPM
0.0INFRA · APIS
Recurrent-event modelling settles, with mean_no() promoted to stable.
◆ Current state
JointFPM fits joint flexible parametric models for a recurrent event process alongside a competing terminal event, and predicts the mean number of events. The visible history runs from bug fixes on the earliest CRAN releases through standardization, integration options and a summary method, ending with mean_no() declared stable. Several changes arrived through outside pull requests.
◆ Where it's heading
The arc runs from a working estimator toward a usable one: input validation and error messages first, then control over the numerical integration, then a summary method and pass-through arguments to the underlying rstpm2 fit. The latest release adds no code so much as a stability commitment to a function users were already calling.
◆ Prediction
With mean_no() stable, the next work most likely targets the prediction and standardization paths rather than the model fit itself.
neonUtilities
0.0INFRA · APIS
Two major versions shipped in a year, and this feed will not say what changed in either.
◆ Current state
neonUtilities is the R toolkit NEON publishes for pulling and assembling its own observatory data — downloading data products through the NEON API, unzipping and stacking monthly packages into analysis-ready tables, and handling the awkward cases like eddy-covariance and airborne data. It reached 4.0.0 in June and 4.0.1 in July. What those releases contain is not recoverable from this feed: every recent entry is a one-line pointer saying the tag corresponds to a CRAN version, with the change log left in NEWS.md.
◆ Where it's heading
Release cadence has picked up sharply — 3.0.0 through 4.0.1 in under a year, against multi-year gaps before that — and two major-version bumps in that window normally imply breaking changes for anyone pinning the package in a reproducible workflow. Direction cannot be read from the entries themselves. The one substantive note in the feed is older and instructive about how this repository is used: a 2023 development tag that modified stackEddy() to avoid NEON API calls for internal processing pipelines, explicitly not for public use and never submitted to CRAN.
◆ Prediction
No prediction is supportable from these entries — they contain no description of any change. What can be said is that the 3.x-to-4.x jump and the tight 4.0.0-to-4.0.1 turnaround fit the usual shape of a major release followed by a fix, and anyone depending on the package should read NEWS.md rather than this feed.
Alternatives to JointFPM and neonUtilities
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 JointFPM or neonUtilities.
ggalign
Composable aligned layouts, rebuilt on S7 while ggplot2 4.0 lands underneath.
prioritizr
Conservation planning absorbs the literature's target-setting rules as code.
jSDM
Joint species distribution models in Gibbs-sampled C++, quiet since 2023.
rsofun
An ecosystem model starts tracking carbon isotopes and land-use change.
usmap
Ten years in, US mapping splits its data out and finally adds Puerto Rico.
See all JointFPM alternatives → · See all neonUtilities alternatives →
Recent activity from JointFPM and neonUtilities
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoneonUtilitiesneonUtilities version 4.0.1
- 1mo agoneonUtilitiesneonUtilities version 4.0.0
- 6mo agoneonUtilitiesneonUtilities version 3.0.3
- 10mo agoneonUtilitiesneonUtilities version 3.0.2
- 11mo agoneonUtilitiesneonUtilities version 3.0.1
- 1y agoneonUtilitiesneonUtilities version 3.0.0
- 1y agoJointFPMmean_no() promoted to a stable interface
- 2y agoJointFPMsummary() method and control arguments passed to rstpm2
- 2y agoJointFPMGaussian quadrature option for the mean-events integration
- 2y agoJointFPMStandardized marginal estimates plus input validation
- 2y agoJointFPMBug fixes for differences between mean-event functions
Frequently asked questions
What is the difference between JointFPM and neonUtilities?
They serve adjacent needs but don't currently overlap on shipped themes. JointFPM and neonUtilities 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 JointFPM better than neonUtilities?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. JointFPM and neonUtilities 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 JointFPM?
Top JointFPM alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "JointFPM alternatives" section above for the current picks, or visit /alternatives/jointfpm for the full list with editorial commentary on each.
What are the best alternatives to neonUtilities?
Top neonUtilities alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "neonUtilities alternatives" section above for the current picks, or visit /alternatives/neonutilities for the full list with editorial commentary on each.