Neptune

Neptune is a flexible metadata store for MLOps that allows teams to log, store, display, organize, compare, and query model-building metadata.

Use it when

• •You want a lightweight tool to cover data versioning, model registry, experiment, and artifact tracking.
• •You want to record and monitor model training, evaluation, or production runs.
• •You want a tool that covers a wide range of metadata types to log and display, from model parameters to audio and video files.
• •You want 25+ built-in integrations with popular Python libraries.

Watch out

• ⚠Only the Neptune client is open-source and requires signing up.
• ⚠The Neptune client covers data logging to the Neptune server, data queries, and downloads of your logged data.
• ⚠The free plan is only for individual use up to 200 monitoring hours/month.
• ⚠Self-hosted deployment requires an Organization plan.

Available in stages

Installation

Example stacks