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14 changes: 8 additions & 6 deletions README.md
Original file line number Diff line number Diff line change
@@ -1,12 +1,15 @@
# Neptune + Sacred Integration

Neptune is a tool used for experiment tracking, model registry, data versioning, and live model monitoring. This integration lets you use it as a UI (frontend) for the experiments you track in Sacred.
Neptune is a lightweight experiment tracker that offers a single place to track, compare, store, and collaborate on experiments and models.

This integration lets you use Neptune as a UI for the experiments you track in Sacred.

## What will you get with this integration?

* Log, display, organize, and compare ML experiments in a single place
* Version, store, manage, and query trained models, and model building metadata
* Record and monitor model training, evaluation, or production runs live
* Log, organize, visualize, and compare ML experiments in a single place
* Monitor model training live
* Version and query production-ready models and associated metadata (e.g., datasets)
* Collaborate with the team and across the organization

## What will be logged to Neptune?

Expand All @@ -17,8 +20,7 @@ Neptune is a tool used for experiment tracking, model registry, data versioning,
* Model configuration
* [Other metadata](https://docs.neptune.ai/logging/what_you_can_log)

![image](https://user-images.githubusercontent.com/97611089/160633857-48aa87ac-fcab-4225-8172-05aba159feaf.png)
*Example custom dashboard in the Neptune app*
![image](https://docs.neptune.ai/img/app/integrations/sacred.png)

## Resources

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