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added data catalogues
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GeorgePearse authored Aug 12, 2022
commit 938b042e60b09f9f13d6db4be476efbd4bc8f5a3
10 changes: 10 additions & 0 deletions README.md
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Expand Up @@ -122,6 +122,16 @@ Monitoring means making sure that each deployed model is both functioning, and p
| [Alibi Detect](https://github.com/SeldonIO/alibi-detect) (by Seldon) | Apache 2.0 | |
| [whylogs](https://github.com/whylabs/whylogs) | Apache 2.0 | whylogs allows users to generate data profiles, statistical summaries of data, that can be used as logs for an AI observability platform. |

# Data Catalogues

Tools for data discovery and data access control. Can be very important to workout / manage what data can be trained on vs. tested on, and how this rules vary from client to client. Great summary at https://atlan.com/open-source-data-governance-tools/. This space is pretty young with no real convergence on an expected set of features. They vary in focus between data discovery and data accesss management.

| Name | License | Description |
| ---------------------------------------------------------------------------------------------- | ------------- | ----------- |
| [Magda](https://magda.io/) | Apache 2.0 | |
| [Amundsen](https://www.amundsen.io/) | Apache 2.0 | |
| [Apache Atlas](https://atlas.apache.org/) | Apache 2.0 | |

# Full stacks

| Name | License | Description |
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