Metadata-Version: 2.1
Name: kedro-neptune
Version: 0.4.0
Summary: Neptune.ai integration with Kedro
Home-page: https://neptune.ai/
License: Apache-2.0
Keywords: MLOps,ML Experiment Tracking,ML Model Registry,ML Model Store,ML Metadata Store
Author: neptune.ai
Author-email: contact@neptune.ai
Requires-Python: >=3.9,<4.0
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: Console
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Operating System :: MacOS
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Provides-Extra: dev
Requires-Dist: importlib-metadata ; python_version < "3.8"
Requires-Dist: kedro (>=0.19.0)
Requires-Dist: kedro-datasets (>=2.0.0)
Requires-Dist: neptune (>=1.0.0) ; extra == "dev"
Requires-Dist: pre-commit ; extra == "dev"
Requires-Dist: pytest (>=5.0) ; extra == "dev"
Requires-Dist: pytest-cov (==2.10.1) ; extra == "dev"
Requires-Dist: ruamel.yaml (>=0.17.0,<0.18.0)
Project-URL: Documentation, https://docs.neptune.ai/integrations/kedro/
Project-URL: Repository, https://github.com/neptune-ai/kedro-neptune
Project-URL: Tracker, https://github.com/neptune-ai/kedro-neptune/issues
Description-Content-Type: text/markdown

![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

