https://github.com/neptune-ai/kedro-neptune

📌 Track & manage metadata, visualize & compare Kedro pipelines in a nice UI.
https://github.com/neptune-ai/kedro-neptune

dashboard experiment ml mlops node nodes organize plugin python runs store tracking visualizing viz

Last synced: 5 days ago
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📌 Track & manage metadata, visualize & compare Kedro pipelines in a nice UI.

• Host: GitHub
• URL: https://github.com/neptune-ai/kedro-neptune
• Owner: neptune-ai
• License: apache-2.0
• Created: 2021-07-07T08:25:54.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2024-08-05T10:50:01.000Z (5 months ago)
• Last Synced: 2024-12-23T04:34:44.206Z (8 days ago)
• Topics: dashboard, experiment, ml, mlops, node, nodes, organize, plugin, python, runs, store, tracking, visualizing, viz
• Language: Python
• Homepage: https://docs.neptune.ai/integrations-and-supported-tools/automation-pipelines/kedro
• Size: 223 KB
• Stars: 19
• Watchers: 10
• Forks: 4
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-kedro - kedro-neptune - Integration of Kedro with Neptune.ai. ([Kedro plugins](https://docs.kedro.org/en/stable/extend_kedro/plugins.html))

README

        
![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 [email protected].