kedro-neptune 0.6.0


pip install kedro-neptune

  Latest version

Released: Aug 05, 2024


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

header

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 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.

Wheel compatibility matrix

Platform Python 3
any

Files in release

Extras:
Dependencies:
importlib-metadata
kedro (>=0.19.0)
kedro-datasets (>=2.0.0)
ruamel.yaml (<0.18.0,>=0.17.0)