Hydrosphere

Hydrosphere is an open-source platform based in Palo Alto, California, that specializes in monitoring and interpreting machine learning models in production. Their advanced technology detects data drifts, monitors model performance, and alerts users to data issues, ensuring the robustness and accuracy of deployed ML models.

With Hydrosphere, users can gain insights into model predictions without accessing the model structure, thanks to their interpretation capabilities. The platform also offers framework-agnostic serving, allowing users to deploy, version, and scale ML models developed in any framework, and connect to them via REST, gRPC, or Kafka streams.

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