Add Disco — automated pattern discovery for tabular data

[jessicarumbelow]

Adds Disco by Leap Laboratories.

Systematic, automated, unbiased discovery from any tabular dataset. Give it a dataset and a target column and it finds meaningful patterns – including those you'd never think to look for. You get specific combinations of conditions with exact thresholds that change the target. Every finding is validated on hold-out data with FDR-corrected p-values and optionally checked against academic literature, so you can see what's known and what's genuinely new.

No hypotheses required. No ML expertise required. No hallucinations. Pure data-first pattern finding.

It's already been used to make novel discoveries in multiple fields — from plant biology, to immunology, to meteorology.

pip install discovery-engine-api — free for public data, no card required.