Theme · updated weekly

Mlr3 in Analytics — SaaS tools & trends 2026

15 products Sparkpulse tracks are shipping around mlr3 in Analytics. The highest-velocity mlr3 products right now are mlr3viz, bbotk and mlr3fda (ranked by Sparkpulse's velocity score). The theme runs across 4 sectors, so the momentum you see here is drawn from products competing in different corners of the market. Their velocity scores span 0.0 to 2.5 out of 10, a spread that shows how unevenly shipping cadence is distributed across the field. Below: every tracked product carrying this theme, updated from release data. Everything on this page is regenerated from verified release data, so the ranking reflects the latest changelogs rather than a static list.

Scoped to Analytics. View mlr3 across all sectors →

Products shipping around mlr3

#01mlr3vizmlr3viz keeps the ecosystem's plots working while the plots themselves move out2.5alternatives →

#02bbotkbbotk is generalizing from an optimizer toolkit into an evaluation framework.2.5alternatives →

#03mlr3fdaA functional-data feature factory for mlr3, shipping a new extractor almost every month.2.5alternatives →

#04mlr3tuningmlr3tuning is rebuilding its async machinery under a stable public surface2.5alternatives →

#05mlr3mbomlr3mbo picked its defaults from a benchmark study, not from taste2.5alternatives →

#06xplainfixplainfi treats feature importance as an estimate with error bars, not a number.2.5alternatives →

#07mlr3extralearnersThe mlr3 learner catalogue is growing fast and pruning hyperparameters just as deliberately.0.0alternatives →

#08mlr3learnersmlr3learners spends its releases absorbing upstream churn0.0alternatives →

#09mlr3probamlr3proba is shedding weight as its survival work moves into sibling packages0.0alternatives →

#10mlr3filtersmlr3filters grows one feature-selection filter at a time0.0alternatives →

#11mlr3clustermlr3cluster went from a handful of clusterers to covering the field0.0alternatives →

#12mlr3spatialRaster prediction in mlr3 finally returns class probabilities, not just hard labels.0.0alternatives →

#13mlr3measuresmlr3measures is systematically retrofitting sample weights across every metric0.0alternatives →

#14mlr3cmprskCompeting risks arrive in mlr3, going from a non-parametric baseline to Fine-Gray regression in seven weeks.0.0alternatives →

#15mlr3fselectmlr3fselect turned feature selection into an asynchronous, distributable job0.0alternatives →

Frequently asked questions about mlr3

Which SaaS tools ship mlr3 in Analytics in 2026?

mlr3viz, bbotk, mlr3fda, mlr3tuning, mlr3mbo, and 10 more — the mlr3 products Sparkpulse tracks in Analytics, ranked by shipping velocity from verified changelogs.

Which mlr3 product has the highest shipping velocity?

mlr3viz, with the top velocity score (2.5/10) in Analytics — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around mlr3?

Sparkpulse currently tracks 15 products carrying the mlr3 theme in Analytics, updated continuously from verified release data.