kedro-neptune

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📌 Track & manage metadata, visualize & compare Kedro pipelines in a nice UI.

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![header](https://neptune.ai/wp-content/uploads/2023/11/kedro.svg)

# Neptune + Kedro integration

Neptune's Kedro plugin for experiment tracking and metadata management. It lets you browse, filter and sort runs in a nice UI, visualize node/pipeline metadata, and compare pipelines.

## What will you get with this integration?

* **realtime** pipeline execution status
* **browse, filter, and sort** your model training runs
* **compare nodes and pipelines** on metrics, visual node outputs, and more
* **display all pipeline metadata** including learning curves for metrics, plots, and images, rich media like video and audio or interactive visualizations from Plotly, Altair, or Bokeh
* and do whatever else you would expect from a modern ML metadata store

![kedro](https://github.com/neptune-ai/kedro-neptune/assets/41324509/6551d7fd-0b0a-4589-8cee-d31fcdc7329a)
*Kedro pipeline metadata in a custom dashboard in the Neptune web app*

## Resources

* [Documentation](https://docs.neptune.ai/integrations/kedro)
* [Code example on GitHub](https://github.com/neptune-ai/examples/tree/main/integrations-and-supported-tools/kedro/scripts/spaceflights)
* [Example run logged in the Neptune app](https://app.neptune.ai/o/showcase/org/kedro/runs/details?viewId=9c348faf-42f3-4a6b-b5fd-2f7fc74b4c78&detailsTab=dashboard&dashboardId=Spaceflights-9b5f8098-9132-410f-a93a-0ab355a11fa5&shortId=KED-8)

## Support

If you got stuck or simply want to talk to us, here are your options:

* Check our [FAQ page](https://docs.neptune.ai/getting_help).
* You can submit bug reports, feature requests, or contributions [directly to the repository](https://github.com/neptune-ai/kedro-neptune/issues).
* Chat! When in the Neptune application, click on the blue message icon in the bottom-right corner and send a message.
* You can just shoot us an email at support@neptune.ai.

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