Quibble

DOCS & BLOG

From a question to a prediction experiment.

Quibble documentation

Quibble compares tabular prediction methods on the same held-out rows and reports quality, disagreements, execution costs, and replacement checks. Version 0.0.1 is an experimental pre-release of a local tool, not a hosted service.

Start with About Quibble for its purpose and limits, then choose a guide:

Goal Guide
Read the project story and engineering lessons Predicting from Tables blog series
Install from source and run the offline demo Getting started
Choose data, design a variant, and run in the browser Experiment workbench
Compare your own CSV or Parquet Testing your data
Automate runs CLI reference
Interpret saved evidence Reports, Swap checks
Find all guides and current validation boundaries Documentation index
Diagnose a problem Troubleshooting

These Markdown guides can be read directly in a checkout or browsed as a GitHub documentation folder. Installation commands assume you are in the source checkout's root, not inside this folder. Source: ushakrishnan/quibble. The repository includes a GitHub Pages deployment workflow. A site URL is live only after deployment succeeds. The v0.0.1 GitHub pre-release is separate from publishing the Python package to PyPI.

In the running workbench, choose Docs for a site-style reader with grouped sidebar navigation, current-page highlighting, an on-page section index, breadcrumbs, and Previous/Next links. Blog articles have their own series navigation, separate from the documentation sidebar. Navigation collapses on smaller screens; the original Markdown remains directly browsable on GitHub.