RMVMR
RMVMR is being tidied in lockstep with MVMR, the package it wraps
Comparison · Analytics
filtro vs gridify
A side-by-side editorial comparison of filtro and gridify — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r package
filtro vs gridify: at a glance
What is filtro?
filtro moves to S7 and multiplies its feature-scoring methods in a single release.
filtro supplies feature-selection filter scores for the tidymodels stack. Version 0.2.0 adds five scoring methods — correlation, random forest importance, information gain, ROC AUC and cross tabulation — and moves the package from S3 to S7. It also gains a ranking layer: show_best_score_* and rank_best_score_* helpers for a single score, plus desirability-function helpers for optimising across several scores at once.
What is gridify?
gridify adds table pagination, the one visible feature in a single-release window.
gridify arranges plots and tables into layouts with headers and footers in R. Only one release is visible — 0.7.5 — carrying table pagination plus repository housekeeping in the form of an issue template and badges. The changelog is a pull-request list rather than written notes, so detail is thin.
filtro vs gridify: editorial side-by-side
filtro
0.0ANALYTICS
filtro moves to S7 and multiplies its feature-scoring methods in a single release.
◆ Current state
filtro supplies feature-selection filter scores for the tidymodels stack. Version 0.2.0 adds five scoring methods — correlation, random forest importance, information gain, ROC AUC and cross tabulation — and moves the package from S3 to S7. It also gains a ranking layer: show_best_score_* and rank_best_score_* helpers for a single score, plus desirability-function helpers for optimising across several scores at once.
◆ Where it's heading
The package is being built out on two axes at once — the catalogue of scores, and the machinery for choosing between them. The desirability functions are the more telling half, since they assume users will filter on several criteria rather than one. Adopting S7 while still pre-1.0 suggests the object model is being settled before the API is frozen.
◆ Prediction
Expect more scoring methods on the same S7 interface and a 1.0 release once the score and ranking APIs stop moving; the ranking helpers' naming is the most likely thing to change first.
gridify
0.0ANALYTICS
gridify adds table pagination, the one visible feature in a single-release window.
◆ Current state
gridify arranges plots and tables into layouts with headers and footers in R. Only one release is visible — 0.7.5 — carrying table pagination plus repository housekeeping in the form of an issue template and badges. The changelog is a pull-request list rather than written notes, so detail is thin.
◆ Where it's heading
With one entry to read, direction can only be inferred from what it contains: pagination points the package toward long tables that do not fit a single output page, which is a reporting concern rather than a plotting one. Contributions come from a small named group. There is not enough history here to say whether that reporting emphasis is a trend.
◆ Prediction
Pagination usually pulls page-level controls behind it — repeating headers, row-count control — but the single entry available does not confirm any of that is planned.
Alternatives to filtro and gridify
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 filtro or gridify.
geoarrow-r
geoarrow tracks the GeoArrow spec and otherwise just keeps compiling
n2khab
n2khab keeps retracting interpretations of habitat data it can't actually support
tidypolars
tidypolars is grinding toward complete dplyr coverage, one supported function at a time
OneSampleMR
OneSampleMR found that argument order in a formula was silently changing its estimates
bpbounds
bpbounds found the same swapped-cell bug twice and clamped its bounds back into range
See all filtro alternatives → · See all gridify alternatives →
Recent activity from filtro and gridify
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 9mo agogridifyTable pagination added
- 11mo agofiltroFive new filter scores and the move to S7 ⚡
- 11mo agofiltroDevelopment build: score transformation handling
Frequently asked questions
What is the difference between filtro and gridify?
Both compete on the same themes — r package — within Analytics. filtro and gridify 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 filtro better than gridify?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. filtro and gridify 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 filtro?
Top filtro alternatives in Analytics are ranked by recent ship velocity. Browse the "filtro alternatives" section above for the current picks, or visit /alternatives/filtro-r for the full list with editorial commentary on each.
What are the best alternatives to gridify?
Top gridify alternatives in Analytics are ranked by recent ship velocity. Browse the "gridify alternatives" section above for the current picks, or visit /alternatives/gridify for the full list with editorial commentary on each.