Description

Valohai is an MLOps platform designed for data scientists and DevOps teams. It enables users to automate tasks from data extraction to model deployment, store models, experiments, and artifacts automatically, deploy and monitor models in a managed Kubernetes cluster, visualize parallel hyperparameter tuning runs in real-time, define, run, and maintain traceability, and work with both structured and unstructured data (textual data, big data with 8K video streams, etc). Features include version control, audit trail, experiment comparison, data dictionary, model traceability, workflow automation, and data streaming.