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


            

Raw data

            {
    "_id": null,
    "home_page": "https://neptune.ai/",
    "name": "kedro-neptune",
    "maintainer": "",
    "docs_url": null,
    "requires_python": ">=3.9,<4.0",
    "maintainer_email": "",
    "keywords": "MLOps,ML Experiment Tracking,ML Model Registry,ML Model Store,ML Metadata Store",
    "author": "neptune.ai",
    "author_email": "contact@neptune.ai",
    "download_url": "https://files.pythonhosted.org/packages/8f/15/3895c9292ebb6a65b862dcf1cd1e48681546062d269292fcee665edcda5d/kedro_neptune-0.4.0.tar.gz",
    "platform": null,
    "description": "![header](https://neptune.ai/wp-content/uploads/2023/11/kedro.svg)\n\n# Neptune + Kedro integration\n\nKedro 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.\n\n## What will you get with this integration?\n\n* **browse, filter, and sort** your model training runs\n* **compare nodes and pipelines** on metrics, visual node outputs, and more\n* **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\n* and do whatever else you would expect from a modern ML metadata store\n\n![kedro](https://github.com/neptune-ai/kedro-neptune/assets/41324509/81a2c9b0-cbb7-4120-b111-434d441f08a0)\n*Kedro pipeline metadata in custom dashboard in the Neptune web app*\n\n## Resources\n\n* [Documentation](https://docs.neptune.ai/integrations/kedro)\n* [Code example on GitHub](https://github.com/neptune-ai/examples/tree/main/integrations-and-supported-tools/kedro/scripts/spaceflights)\n* [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)\n\n## Support\n\nIf you got stuck or simply want to talk to us, here are your options:\n\n* Check our [FAQ page](https://docs.neptune.ai/getting_help)\n* You can submit bug reports, feature requests, or contributions directly to the repository.\n* 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),\n* You can just shoot us an email at support@neptune.ai\n\n",
    "bugtrack_url": null,
    "license": "Apache-2.0",
    "summary": "Neptune.ai integration with Kedro",
    "version": "0.4.0",
    "project_urls": {
        "Documentation": "https://docs.neptune.ai/integrations/kedro/",
        "Homepage": "https://neptune.ai/",
        "Repository": "https://github.com/neptune-ai/kedro-neptune",
        "Tracker": "https://github.com/neptune-ai/kedro-neptune/issues"
    },
    "split_keywords": [
        "mlops",
        "ml experiment tracking",
        "ml model registry",
        "ml model store",
        "ml metadata store"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "d43392f9ce3839621c02bb2e4c52174ea9b4adf0ef37df433f31fc3aa3ab677c",
                "md5": "5821a092145ef7208fb7f14acaf6a800",
                "sha256": "661229ea824cdb8d3ecfb597c8a47f98f8f1010467f5eff9d2694c751bdcbf66"
            },
            "downloads": -1,
            "filename": "kedro_neptune-0.4.0-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "5821a092145ef7208fb7f14acaf6a800",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": ">=3.9,<4.0",
            "size": 15373,
            "upload_time": "2024-02-16T13:31:18",
            "upload_time_iso_8601": "2024-02-16T13:31:18.018691Z",
            "url": "https://files.pythonhosted.org/packages/d4/33/92f9ce3839621c02bb2e4c52174ea9b4adf0ef37df433f31fc3aa3ab677c/kedro_neptune-0.4.0-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "8f153895c9292ebb6a65b862dcf1cd1e48681546062d269292fcee665edcda5d",
                "md5": "6c97ab54ef7bc689230b9b2f4bb85cc0",
                "sha256": "78859567206da498c2c040132e241c00708c076e5768e3f09a530c221014efb1"
            },
            "downloads": -1,
            "filename": "kedro_neptune-0.4.0.tar.gz",
            "has_sig": false,
            "md5_digest": "6c97ab54ef7bc689230b9b2f4bb85cc0",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.9,<4.0",
            "size": 13803,
            "upload_time": "2024-02-16T13:31:19",
            "upload_time_iso_8601": "2024-02-16T13:31:19.160874Z",
            "url": "https://files.pythonhosted.org/packages/8f/15/3895c9292ebb6a65b862dcf1cd1e48681546062d269292fcee665edcda5d/kedro_neptune-0.4.0.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2024-02-16 13:31:19",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "neptune-ai",
    "github_project": "kedro-neptune",
    "travis_ci": false,
    "coveralls": false,
    "github_actions": true,
    "lcname": "kedro-neptune"
}
        
Elapsed time: 0.18194s