kedro-neptune


Namekedro-neptune JSON
Version 0.4.0 PyPI version JSON
download
home_pagehttps://neptune.ai/
SummaryNeptune.ai integration with Kedro
upload_time2024-02-16 13:31:19
maintainer
docs_urlNone
authorneptune.ai
requires_python>=3.9,<4.0
licenseApache-2.0
keywords mlops ml experiment tracking ml model registry ml model store ml metadata store
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            ![header](https://neptune.ai/wp-content/uploads/2023/11/kedro.svg)

# Neptune + Kedro integration

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?

* **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/41324509/81a2c9b0-cbb7-4120-b111-434d441f08a0)
*Kedro pipeline metadata in 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/common/org/kedro-integration/runs/details?viewId=standard-view&detailsTab=dashboard&dashboardId=Spaceflights-42874940-da74-4cdc-94a4-315a7cdfbfa8&shortId=KED-2098)

## 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.
* Chat! When in the Neptune application click on the blue message icon in the bottom-right corner and send a message. A real person will talk to you ASAP (typically very ASAP),
* You can just shoot us an email at support@neptune.ai


            

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