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george0st/qgate-model

A meta-model framework for independent testing and quality assurance of machine learning solutions using synthetic datasets.

411 stars Python LLMOps · EvalData Tooling
qgate-model
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This project provides a machine learning meta-model that generates synthetic data for benchmarking and testing ML pipelines. It defines ML artifacts including projects, feature sets, feature vectors, pipelines, and models in a solution-agnostic format. The framework enables comparison of ML platform capabilities and regression testing across versions of MLRun/Iguazio/Nuclio deployments through unit, integration, and acceptance tests.

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