All repositoriesRXRX / Research reproducibility

Assay Commons.

Profile labeled research measurements using median, median absolute deviation and replicate variation. Clearly separate quality flags from biological conclusions.

INSIDE THE REPOSITORY

A complete place to start.

  • Robust outlier scores
  • Per-group replicate quality
  • Explicit zero-variance handling
  • Exact token contract and pair inspection
  • Bounded ERC-20 transfer activity explorer
  • Local community funding scenario planner
  • Evidence export with SHA-256 verification
  • Nine automated checks and GitHub CI
  • MIT license, method, architecture and API docs
Node.js 22No runtime dependenciesVercel ready

Run locally

npm test
npm start

Open localhost:3000. The technology runs with no API key. Live chain and DNS reads use public providers.

Deploy in your account

Extract the archive and upload its contents to a GitHub repository you control. Import that repository into Vercel, or run npx vercel --prod in the extracted folder. The included configuration sets the output directory and tests.

Return to the Deploy studio to publish your project, token pair and repository on the public build board.

29 SOURCE FILES / V1.0.0

Inspect everything.

.env.example.github/workflows/check.yml.gitignoreLICENSEREADME.mdSECURITY.mdapi/activity.mjsapi/dns.mjsapi/health.mjsapi/token.mjsdev.mjsdocs/API.mddocs/ARCHITECTURE.mddocs/METHOD.mdexamples/inputs.jsonpackage.jsonpublic/app.mjspublic/config.mjspublic/core/engine.mjspublic/core/math.mjspublic/favicon.svgpublic/index.htmlpublic/styles.cssserver/api.mjsserver/handler.mjstests/api.test.mjstests/engine.test.mjstools/verify-evidence.mjsvercel.json

This download contains only this standalone project. It includes no account credentials.

METHOD

What it calculates.

Modified z = 0.67449·(x-median)/MAD. Groups report mean, population standard deviation and coefficient of variation when the mean is nonzero.

LIMITS

What the evidence means.

Research-data quality only. No drug efficacy, treatment or toxicity conclusions. Example values are synthetic.

The funding planner does not transfer tokens or route rewards. Deploying this repository does not imply company endorsement or investment value.

Inputs you control.

InputTypeUnits
MeasurementsEditable data