How to Organize Kedro Pipelines: Kedro + neptune.ai Integration
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Intro to Kedro-Neptune plugin
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Basic example
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Advanced example
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Exploring predictions
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Grouping runs
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Converting nodes
What will you get with the Neptune-Kedro integration?
Kedro is a popular open-source project that helps standardize ML workflows. It gives you a clean and powerful pipeline abstraction where you put all your ML code logic.
Kedro-Neptune plugin lets you have all the benefits of a nicely organized kedro pipeline with a powerful user interface built for ML metadata management that lets you:
- Browse, filter, and sort your model training runs
- Compare nodes and pipelines on metrics, visual node outputs
- Display all pipeline metadata including learning curves for metrics, plots, images, rich media or interactive visualizations from Plotly, Altair, or Bokeh
- And do whatever else you would expect from a modern ML metadata store
Couldn’t find the use case you were looking for?
Just get in touch, and our ML team will create a custom demo for you.