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parallelDist vs tern.rbmi

A side-by-side editorial comparison of parallelDist and tern.rbmi — release velocity, themes, recent moves, and the top alternatives to consider.

parallelDist vs tern.rbmi: at a glance

FeatureparallelDisttern.rbmi
SectorAnalyticsAnalytics
Velocity score0.00.0
Sparks · 30d00
Top themesdistance-matrix, parallel-computing, rcpp, maintenance-modepharmaverse, multiple-imputation, cran-maintenance, tabulation
Last editorial update2h ago1h ago
WebsiteVisit →Visit →

What is parallelDist?

parallelDist is in pure preservation mode — one build fix every few years.

parallelDist computes distance matrices across threads in C++ via RcppParallel and Armadillo. The feature set has been settled since 0.2.3 in 2018, which added hamming distance and cosine similarity; everything after that is compatibility work. The most recent release, 0.2.7, exists only to drop a C++11 pin that newer Armadillo versions no longer tolerate.

Read the full parallelDist trajectory →

What is tern.rbmi?

Reference-based multiple imputation tables, shipping only what CRAN checks demand.

tern.rbmi renders the output of {rbmi} reference-based multiple imputation analyses into tern tables for clinical reporting. Its three most recent releases exist to satisfy CRAN: restricting vignette builds to gcc, adding V8 to Suggests, and a plain resubmission. No user-facing functionality has changed in the visible window, and the three older entries now backfilled are version-bump automation.

Read the full tern.rbmi trajectory →

parallelDist vs tern.rbmi: editorial side-by-side

P
parallelDist
ANALYTICS
0.0

parallelDist is in pure preservation mode — one build fix every few years.

◆ Current state

parallelDist computes distance matrices across threads in C++ via RcppParallel and Armadillo. The feature set has been settled since 0.2.3 in 2018, which added hamming distance and cosine similarity; everything after that is compatibility work. The most recent release, 0.2.7, exists only to drop a C++11 pin that newer Armadillo versions no longer tolerate.

◆ Where it's heading

The package is being kept installable, not developed. The three most recent releases are a toolchain pin removal, a DESCRIPTION field removal, and a coercion change inherited from proxy — none originate from user-facing intent. Gaps of three to four years between releases are the norm now, and each one is triggered by something upstream breaking rather than by a roadmap.

◆ Prediction

The next release will almost certainly be another compatibility fix timed to whatever Armadillo, Rcpp or CRAN check policy changes next. Nothing in the entries points to new distance measures or API work.

T
tern.rbmi
ANALYTICS
0.0

Reference-based multiple imputation tables, shipping only what CRAN checks demand.

◆ Current state

tern.rbmi renders the output of {rbmi} reference-based multiple imputation analyses into tern tables for clinical reporting. Its three most recent releases exist to satisfy CRAN: restricting vignette builds to gcc, adding V8 to Suggests, and a plain resubmission. No user-facing functionality has changed in the visible window, and the three older entries now backfilled are version-bump automation.

◆ Where it's heading

This is a thin adapter package and behaves like one — it moves when CRAN or an upstream dependency forces it to. Between 2022 and 2024 the feed shows only version bumps, and the 2025 releases are packaging concerns rather than analysis changes. The newly surfaced 2022 entries reinforce rather than change that reading.

◆ Prediction

Expect the next release to be triggered by a CRAN check failure or an {rbmi} update rather than by new tabulation features.

Alternatives to parallelDist and tern.rbmi

Other Analytics 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 parallelDist or tern.rbmi.

See all parallelDist alternatives → · See all tern.rbmi alternatives →

Recent activity from parallelDist and tern.rbmi

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 10mo agoparallelDistparallelDist 0.2.7 drops the C++11 pin for newer Armadillo
  2. 1y agotern.rbmiVignette built only under gcc
  3. 1y agotern.rbmiV8 added to Suggests
  4. 1y agotern.rbmiCRAN resubmission with dependency and workflow updates
  5. 3y agotern.rbmiAutomated release commit for 0.1.1
  6. 4y agotern.rbmiDevelopment version bump to 0.1.0.9004
  7. 4y agotern.rbmiCI automation commit, no release content
  8. 4y agoparallelDistparallelDist 0.2.6: LazyData removed, vignette font swapped
  9. 4y agoparallelDistparallelDist 0.2.5 changes cosine distance to 1-x
  10. 7y agoparallelDistparallelDist 0.2.4 fixes the Solaris build
  11. 7y agoparallelDistparallelDist 0.2.3 adds hamming and cosine measures
  12. 7y agoparallelDistparallelDist 0.2.2

Frequently asked questions

What is the difference between parallelDist and tern.rbmi?

They serve adjacent needs but don't currently overlap on shipped themes. parallelDist and tern.rbmi 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 parallelDist better than tern.rbmi?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. parallelDist and tern.rbmi 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 Analytics products to evaluate alongside.

What are the best alternatives to parallelDist?

Top parallelDist alternatives in Analytics are ranked by recent ship velocity. Browse the "parallelDist alternatives" section above for the current picks, or visit /alternatives/paralleldist for the full list with editorial commentary on each.

What are the best alternatives to tern.rbmi?

Top tern.rbmi alternatives in Analytics are ranked by recent ship velocity. Browse the "tern.rbmi alternatives" section above for the current picks, or visit /alternatives/tern-rbmi for the full list with editorial commentary on each.