Testing
TensorFlow Model Validation with TFMA: Testing ML Models in Production Pipelines
TensorFlow Model Analysis (TFMA) provides slice-based model evaluation — testing not just overall accuracy but performance across demographic and feature subgroups. This guide covers TFMA setup, fairness testing, model blessing, and integration into TFX pipelines. What Is TensorFlow Model Analysis? TFMA is part of the TensorFlow Extended (TFX) ecosystem, designed