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Comparison · Infra & APIs

TrendLSW vs valr

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

TrendLSW vs valr: at a glance

FeatureTrendLSWvalr
SectorInfra & APIsInfra & APIs
Velocity score0.00.0
Sparks · 30d00
Top themestime-series, wavelets, defaults, plottinggenomics, interval-arithmetic, bioinformatics, bigwig
Last editorial update40m ago3h ago
WebsiteVisit →Visit →

What is TrendLSW?

Wavelet trend estimation tightens the defaults it shipped with.

TrendLSW estimates trend and evolutionary wavelet spectrum for locally stationary time series through a single TLSW() entry point. Its history since the first CRAN appearance is short and centres on defaults and plotting around that function, plus one dataset addition. The latest entry carries both the 1.0.4 and 1.0.3 notes in one body.

Read the full TrendLSW trajectory →

What is valr?

valr's interval verbs now read genomic files in place instead of demanding a loaded tibble.

valr reimplements bedtools-style genome interval arithmetic as tidyverse verbs backed by C++. Its long project has been closing the behavioural gap with bedtools — the book-ended interval semantics finally match in 0.10.0, three releases after the deprecation began. The July release also ends the assumption that intervals must be in memory: bed_map(), bed_intersect(), bed_subtract(), bed_coverage() and bed_window() accept a bigWig or bigBed path or URL where an interval table used to go.

Read the full valr trajectory →

TrendLSW vs valr: editorial side-by-side

T
TrendLSW
INFRA · APIS
0.0

Wavelet trend estimation tightens the defaults it shipped with.

◆ Current state

TrendLSW estimates trend and evolutionary wavelet spectrum for locally stationary time series through a single TLSW() entry point. Its history since the first CRAN appearance is short and centres on defaults and plotting around that function, plus one dataset addition. The latest entry carries both the 1.0.4 and 1.0.3 notes in one body.

◆ Where it's heading

The package has moved from getting onto CRAN to correcting the choices it launched with: the spectrum filter defaults were swapped to their trend counterparts, the plot.CI switch was removed in favour of inferring it from what was actually computed, and an example was shrunk to fit check timings. This is consolidation around a stable API rather than expansion.

◆ Prediction

Further releases most likely continue tuning TLSW() defaults and plot behaviour; the entries show no work toward new estimators.

V
valr
INFRA · APIS
0.0

valr's interval verbs now read genomic files in place instead of demanding a loaded tibble.

◆ Current state

valr reimplements bedtools-style genome interval arithmetic as tidyverse verbs backed by C++. Its long project has been closing the behavioural gap with bedtools — the book-ended interval semantics finally match in 0.10.0, three releases after the deprecation began. The July release also ends the assumption that intervals must be in memory: bed_map(), bed_intersect(), bed_subtract(), bed_coverage() and bed_window() accept a bigWig or bigBed path or URL where an interval table used to go.

◆ Where it's heading

Two arcs converge here. One is compatibility: min_overlap arrived with a deprecation warning in 0.9.0 and its default flipped from 0 to 1 in 0.10.0, so book-ended intervals are excluded by default as bedtools does, with the internal calculations in bed_closest() and friends deliberately left counting them. The other is the file-backed path, which grew out of the cpp11bigwig dependency adopted in 0.8.3 for read_bigwig() and re-exported in 0.9.0 — reading a file became querying one. Underneath, the C++ base keeps getting lighter: Rcpp swapped for cpp11, rlang cut to a single function, per-group memory copies removed from three verbs.

◆ Prediction

Only five verbs take a file argument today and bed_closest(), bed_glyph() and the statistical verbs do not, so extending the file-backed path across the rest of the API is the obvious follow-up. The deprecated tibble re-exports and the now-defunct n_fields argument suggest continued removal of the compatibility layer in the next minor release.

Alternatives to TrendLSW and valr

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 TrendLSW or valr.

See all TrendLSW alternatives → · See all valr alternatives →

Recent activity from TrendLSW and valr

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

  1. 1mo agovalrInterval verbs read bigWig and bigBed files directly
  2. 7mo agovalrbed_slop() and bed_flank() preserve input row order
  3. 8mo agovalrmin_overlap introduced; C++ backend moves from Rcpp to cpp11
  4. 8mo agoTrendLSWTrend filter defaults replace spectrum defaults; plot.CI dropped
  5. 1y agovalrTest updated for ggplot2 3.6.0
  6. 1y agovalrread_bigwig() switches to cpp11bigwig; read_gtf() deprecated
  7. 1y agovalrCRAN Rd link NOTE and maintainer email change
  8. 2y agoTrendLSWNew z.acc and z.labels datasets shipped with the package
  9. 2y agoTrendLSWDescription field and plot.TLSW documentation fixes

Frequently asked questions

What is the difference between TrendLSW and valr?

They serve adjacent needs but don't currently overlap on shipped themes. TrendLSW and valr 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 TrendLSW better than valr?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. TrendLSW and valr 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 TrendLSW?

Top TrendLSW alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "TrendLSW alternatives" section above for the current picks, or visit /alternatives/trendlsw for the full list with editorial commentary on each.

What are the best alternatives to valr?

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