Sonar is a framework for quality monitoring for data intensive applications and machine learning pipelines.

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Machine learning that monitors your machine learning

Sonar builds quality models for every data point coming to the system and every input/output of data processing stages. Then it validates new data points against these models.

Hosted Version

Start from Hydrosphere Hosted and then move on premise any time