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ValidMind Library

ValidMind
source available / Overall score: 1.6

The ValidMind Library is a Python toolkit that runs validation tests on models and automates model documentation for risk and compliance review. It works with any Python model and sends its test results and documentation artifacts to the ValidMind Platform, a cloud-hosted service where validators review them. Optional PII detection keeps sensitive data out of logged results.

Scored as the open client of a closed platform: the library runs tests, but the documentation it feeds is assembled on ValidMind's hosted service. Tagged self-attested.

Openness

2 high confidence
2.0
license
AGPL-3.0(OSI
source
partial(the test library is public

The library is dual-licensed under AGPL-3.0 or ValidMind's commercial license, but it is the client half of the product: the documentation it produces is assembled on the ValidMind Platform, a hosted service whose source is not published.

Adoption

1 medium confidence
1.0

PyPI downloads of validmind, the library's package, measure use of the open client. Use of the hosted platform is not counted.

Capability

2 medium confidence
2.0

ValidMind generates model documentation and test evidence for validators, but in its own format and on its own platform, so a reviewer takes it on the developer's word. Compliance Trestle writes to a published standard that outside tools can validate.

Verified 2026-09-26