Description

Seldon is a machine learning management platform designed for data scientists and application developers. These products enable users to manage, serve, and scale models on Kubernetes, streamline the process of testing, monitoring, and deploying models in live environments, implement model monitoring and interpretation methods (explanation, concept drift, algorithmic bias detection), and inspect the model for tuning, as well as flag drifts in data and alert users to adversarial attacks. Features include outlier detection, intuitive dashboards, ML model inspection, open-source Python library, and backward compatibility. Products include Seldon Core, Seldon Deploy, and Seldon Alibi.