TanML: Open-Source Tabular Model Validation Toolkit Released
AccomplishedLeg1508 · reddit · 2026-07-30
A new open-source automated model-validation toolkit for tabular ML models, TanML, has been released under the MIT license. It runs locally and provides an end-to-end workflow covering data profiling, preprocessing, feature-power ranking, model evaluation, drift analysis, stress testing, and generates audit-ready Word reports.
Designed specifically for model-risk workflows in regulated environments like banking, credit, and insurance, the developer is actively seeking community feedback on useful capabilities and potential adoption blockers for enterprise teams.
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