falsify

Developer Tools

Pre-register your ML accuracy claims

About

A Python command-line tool packaged as a single file that securely logs your machine learning accuracy assertion using SHA-256 prior to executing the experiment. Adjust the accuracy threshold later and if it is unmet, the continuous integration process will exit with code 3, thereby preventing the false claim automatically. It is MIT licensed and available on PyPI via the command: pip install falsify.

Launched

April 30, 2026Week 8

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