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, so the system becomes smart enough to be self-QAed.

Open Source

Sonar is open source software available under an Apache 2 License avaialable

Hosted Version

Start from Hydrosphere Hosted and then move on premise any time