rtrek
A Star Trek data package that became a Memory Alpha web client and has been patching scrapers ever since.
Comparison · Analytics
antaresread vs GeneNMF
A side-by-side editorial comparison of antaresread and GeneNMF — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r-package
antaresread vs GeneNMF: at a glance
What is antaresread?
The R reader for Antares Simulator studies, pinned to whatever the simulator ships next
antaresRead loads Antares Simulator studies from disk or the Antares Web API into R. Its release history maps one-to-one onto simulator versions: 2.9.2 for Antares 9.2, 2.9.3 for 9.3, and the 3.0.x line for the study-format changes that followed. The recurring work is the converted study version format (9.0 becoming 900) which has now been fixed or re-fixed in three consecutive releases, and 3.1.0 turns that churn into a declared breaking change as Antares Web 2.33.0 introduces yet another numbering scheme.
What is GeneNMF?
GeneNMF rebuilt how it derives meta-programs, changing every result it had produced.
GeneNMF applies non-negative matrix factorization to single-cell expression data to find gene programs, then consolidates programs recurring across samples into meta-programs. Version 0.6.0 replaced the consolidation method: instead of reducing each program to a gene set and taking a consensus, it retains full gene weight vectors and compares them by cosine similarity. Later releases have built reporting and control around that core — a metaprogram composition matrix showing which samples contributed, custom signature databases for enrichment testing, and the ability to drop meta-programs from results.
antaresread vs GeneNMF: editorial side-by-side
antaresread
0.0ANALYTICS
The R reader for Antares Simulator studies, pinned to whatever the simulator ships next
◆ Current state
antaresRead loads Antares Simulator studies from disk or the Antares Web API into R. Its release history maps one-to-one onto simulator versions: 2.9.2 for Antares 9.2, 2.9.3 for 9.3, and the 3.0.x line for the study-format changes that followed. The recurring work is the converted study version format (9.0 becoming 900) which has now been fixed or re-fixed in three consecutive releases, and 3.1.0 turns that churn into a declared breaking change as Antares Web 2.33.0 introduces yet another numbering scheme.
◆ Where it's heading
The package is a compatibility layer whose roadmap is set entirely upstream, and version identity is where it keeps getting cut. The same .getSimOptionsAPI() version-format fix appears in 3.0.0, 3.0.1 and again in 3.1.0 — three passes at one problem, which suggests the API and disk representations of a study version have not converged. Alongside that, API-mode work is displacing disk-mode work: dedicated endpoints for output listing, district definitions, per-area output handling.
◆ Prediction
The next release will most likely track the following Antares Simulator or Antares Web version, and given the 3.1.0 breaking change, a follow-up correcting the new numbering scheme is a reasonable expectation.
GeneNMF
0.0ANALYTICS
GeneNMF rebuilt how it derives meta-programs, changing every result it had produced.
◆ Current state
GeneNMF applies non-negative matrix factorization to single-cell expression data to find gene programs, then consolidates programs recurring across samples into meta-programs. Version 0.6.0 replaced the consolidation method: instead of reducing each program to a gene set and taking a consensus, it retains full gene weight vectors and compares them by cosine similarity. Later releases have built reporting and control around that core — a metaprogram composition matrix showing which samples contributed, custom signature databases for enrichment testing, and the ability to drop meta-programs from results.
◆ Where it's heading
The package is moving from producing meta-programs to letting users interrogate and constrain how they were formed. Composition matrices, the drop function and downsampled similarity heatmaps all serve inspection rather than derivation. The parameters added alongside the 0.6.0 rewrite — specificity weighting, cumulative weight thresholds, confidence defined as the fraction of programs containing a gene — turn what were fixed internal choices into stated, tunable ones.
◆ Prediction
Recent releases have been fixes and compatibility work rather than method changes, so the core approach appears settled. The dependency on an RcppML version not on CRAN is the loose end most likely to force the next release.
Alternatives to antaresread and GeneNMF
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 antaresread or GeneNMF.
eiaapi
A thin EIA energy-data client whose whole story is making bulk queries survive the API's limits.
delaporte
A Fortran-backed Delaporte distribution package where every release is compiler and CRAN weather.
NHSRwaitinglist
Queuing theory packaged for NHS waiting-list managers, one year into a community-built first release.
simmer.plot
The plotting companion to simmer, shipping only when the simulator or a graphics dependency moves.
fastrg
A fast random-graph sampler that spent 0.3.1 fixing what its parameters actually mean.
See all antaresread alternatives → · See all GeneNMF alternatives →
Recent activity from antaresread and GeneNMF
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoantaresreadBreaking: new API study-version numbering from Antares Web 2.33.0
- 2mo agoantaresreadReads the new MIN GEN thermal output variable from Antares 9.2
- 6mo agoantaresreadFixes area output imports for Antares 9.3 studies
- 6mo agoantaresreadVersion bump for CRAN release
- 9mo agoantaresreadAdds support for Antares Simulator 9.3 studies
- 10mo agoantaresreadAdds read_storages_constraints() for Antares 9.2 storage constraints
- 11mo agoGeneNMFSingle-sample runs fixed; gene weight definition refined
- 1y agoGeneNMFMetaprogram composition exposed and custom signature DBs supported
- 1y agoGeneNMFSimilarity heatmap downsampling and meta-program removal
- 2y agoGeneNMFMeta-programs rebuilt on gene weight vectors and cosine similarity ⚡
- 2y agoGeneNMFFirst stable release published to CRAN
Frequently asked questions
What is the difference between antaresread and GeneNMF?
Both compete on the same themes — r-package — within Analytics. antaresread and GeneNMF 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 antaresread better than GeneNMF?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. antaresread and GeneNMF 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 antaresread?
Top antaresread alternatives in Analytics are ranked by recent ship velocity. Browse the "antaresread alternatives" section above for the current picks, or visit /alternatives/antaresread for the full list with editorial commentary on each.
What are the best alternatives to GeneNMF?
Top GeneNMF alternatives in Analytics are ranked by recent ship velocity. Browse the "GeneNMF alternatives" section above for the current picks, or visit /alternatives/genenmf for the full list with editorial commentary on each.