Open Source Metadata Management Frameworks
Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.
License: Apache License 2.0
ArangoML Pipeline is a common and extensible Metadata Layer for Machine Learning Pipelines which allows Data Scientists and DataOps to manage all information related to their ML pipeline in one place.
License: No License
Apache Atlas framework is an extensible set of core foundational governance services – enabling enterprises to effectively and efficiently meet their compliance requirements within Hadoop and allows integration with the whole enterprise data ecosystem.
License: Apache License 2.0
DataHub is LinkedIn’s generalized metadata search & discovery tool.
License: Apache License 2.0
Marquez is an open source metadata service for the collection, aggregation, and visualization of a data ecosystem’s metadata.
License: Apache License 2.0
a library for recording and retrieving metadata associated with ML developer and data scientist workflows.
License: Apache License 2.0
streamlines and automates generation of Model Cards .
License: Apache License 2.0
Last Updated: Dec 26, 2023