Theme · updated weekly

Resampling — SaaS tools & trends 2026

4 products Sparkpulse tracks are shipping around resampling. The highest-velocity resampling products right now are themis, rsample and MachineShop (ranked by Sparkpulse's velocity score). The theme runs across 3 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.

Products shipping around resampling

#01themisthemis is back to adding real resampling algorithms after a documentation-heavy stretch.2.5alternatives →

#02rsampletidymodels' resampling package is retiring its old splitters for sliding windows.0.0alternatives →

#03MachineShopA mature R modelling framework refining variable importance and resampling controls0.0alternatives →

#04imbalanced-learnThe resampling companion to scikit-learn now ships mostly to stay compatible with it.0.0alternatives →

Frequently asked questions about resampling

Which SaaS tools ship resampling in 2026?

themis, rsample, MachineShop, imbalanced-learn — the resampling products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.

Which resampling product has the highest shipping velocity?

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

How many products are shipping around resampling?

Sparkpulse currently tracks 4 products carrying the resampling theme, updated continuously from verified release data.