Neptune.ai integration with Kedro
Project Links
Meta
Author: neptune.ai
Requires Python: >=3.9,<4.0
Classifiers
Development Status
- 4 - Beta
Environment
- Console
Intended Audience
- Developers
- Science/Research
License
- OSI Approved :: Apache Software License
Natural Language
- English
Operating System
- MacOS
- Microsoft :: Windows
- POSIX
- Unix
Programming Language
- Python :: 3
- Python :: 3.9
- Python :: 3.10
- Python :: 3.11
- Python :: 3.12
- Python :: Implementation :: CPython
Topic
- Scientific/Engineering :: Artificial Intelligence
- Software Development :: Libraries :: Python Modules
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 pipeline metadata in a custom dashboard in the Neptune web app
Resources
Support
If you got stuck or simply want to talk to us, here are your options:
- Check our FAQ page.
- 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.
- You can just shoot us an email at support@neptune.ai.
0.6.0
Aug 05, 2024
0.5.0
Jun 06, 2024
0.4.0
Feb 16, 2024
0.3.0
Nov 10, 2023
0.2.0
Jun 12, 2023
0.1.6
Mar 31, 2023
0.1.5
Mar 10, 2023
0.1.4
Nov 07, 2022
0.1.3
Sep 12, 2022
0.1.2
Aug 25, 2022
0.1.1
May 25, 2022
0.1.0
Apr 11, 2022
0.0.8
Mar 16, 2022
0.0.7
Dec 10, 2021
0.0.6
Nov 08, 2021
0.0.5
Sep 08, 2021
0.0.4
Aug 05, 2021
0.0.3
Aug 05, 2021
0.0.1
Aug 04, 2021
Wheel compatibility matrix
Files in release
Extras:
Dependencies:
importlib-metadata
kedro
(>=0.19.0)
kedro-datasets
(>=2.0.0)
ruamel.yaml
(<0.18.0,>=0.17.0)