simlandr
Potential landscape tooling settling onto standard R generics after two rounds of renaming.
Comparison · Analytics
effectplots vs piecenikr
A side-by-side editorial comparison of effectplots and piecenikr — release velocity, themes, recent moves, and the top alternatives to consider.
effectplots vs piecenikr: at a glance
What is effectplots?
A young ALE and PDP plotting package that rebuilt its numeric core after a data-corrupting bug.
effectplots computes and plots partial dependence, ALE, and observed-versus-predicted effect curves for fitted models. It reached CRAN in November 2024 and shipped three releases in the four months after. The 0.2.0 release is the pivot: an outlier-clipping routine that silently modified the caller's data frame was fixed, the numeric path was rewritten for speed and memory, and the plotting and category-collapsing defaults were reset.
What is piecenikr?
Drops the vendor name for the icehouse standard, and adds a notation parser.
piecenikr draws icehouse-style game pieces for R graphics. The 0.2.1 release deprecates its two Looney-branded entry points in favour of generic icehouse_* names and adds four setup functions for common piece configurations. It also ships icehouse_parser(), which plugs the package into ppn::read_ppn() for portable game notation.
effectplots vs piecenikr: editorial side-by-side
effectplots
0.0ANALYTICS
A young ALE and PDP plotting package that rebuilt its numeric core after a data-corrupting bug.
◆ Current state
effectplots computes and plots partial dependence, ALE, and observed-versus-predicted effect curves for fitted models. It reached CRAN in November 2024 and shipped three releases in the four months after. The 0.2.0 release is the pivot: an outlier-clipping routine that silently modified the caller's data frame was fixed, the numeric path was rewritten for speed and memory, and the plotting and category-collapsing defaults were reset.
◆ Where it's heading
After 0.2.0 the work turns to the awkward cases - missing values on the x axis, explicit and empty factor levels, discrete grid detection. The package is also widening past a single modelling ecosystem: h2o support and tidymodels examples arrived with 0.2.0, and fcut() was exported as a fast replacement for cut(). Release notes are issue-numbered throughout, so the roadmap is effectively the issue tracker.
◆ Prediction
Expect continued default tuning around collapse_m and discrete_m plus more model-backend coverage; the cadence points to another batch of issue fixes rather than a new plot type.
piecenikr
0.0ANALYTICS
Drops the vendor name for the icehouse standard, and adds a notation parser.
◆ Current state
piecenikr draws icehouse-style game pieces for R graphics. The 0.2.1 release deprecates its two Looney-branded entry points in favour of generic icehouse_* names and adds four setup functions for common piece configurations. It also ships icehouse_parser(), which plugs the package into ppn::read_ppn() for portable game notation.
◆ Where it's heading
The arc runs from a single-vendor drawing helper toward a general renderer for the icehouse piece standard. The two preview releases from 2020 were cosmetic - a colour tweak and the original function set - so almost the whole of the package's current shape arrived in one 2025 release. Naming, colour palette, and the games catalogue all moved together, which reads as a deliberate reset rather than accumulation.
◆ Prediction
With the parser hook in place, the next visible step is more piece setups registered through icehouse_setup_by_name() and icehouse_games(); nothing in these entries points beyond that catalogue.
Alternatives to effectplots and piecenikr
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 effectplots or piecenikr.
lavaanExtra
SEM reporting helpers converging on APA output, one CRAN resubmission at a time.
ibis.iSDM
A raster-to-terra migration is the only readable change in a feed of merge notes.
anyflights
A nycflights13 generator whose recent work is all about the data being right.
vinereg
Conditional density and log-likelihood fill out a vine copula regression package.
stringx
A drop-in string API for base R, kept alive by upstream check failures.
See all effectplots alternatives → · See all piecenikr alternatives →
Recent activity from effectplots and piecenikr
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1y agopiecenikrGeneric icehouse API replaces Looney-branded functions ⚡
- 1y agoeffectplotsRare categories collapse into an 'other' level
- 1y agoeffectplotsMissing x values now plotted for numeric features
- 1y agoeffectplotsNumeric core rewritten after an in-place data corruption fix ⚡
- 1y agoeffectplotsInitial CRAN release
- 5y agopiecenikrPiece colours tweaked so pips read more clearly
- 6y agopiecenikrFirst piece configuration and Martian Chess setup
Frequently asked questions
What is the difference between effectplots and piecenikr?
They serve adjacent needs but don't currently overlap on shipped themes. effectplots and piecenikr 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 effectplots better than piecenikr?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. effectplots and piecenikr 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 effectplots?
Top effectplots alternatives in Analytics are ranked by recent ship velocity. Browse the "effectplots alternatives" section above for the current picks, or visit /alternatives/effectplots for the full list with editorial commentary on each.
What are the best alternatives to piecenikr?
Top piecenikr alternatives in Analytics are ranked by recent ship velocity. Browse the "piecenikr alternatives" section above for the current picks, or visit /alternatives/piecenikr for the full list with editorial commentary on each.