MetOffice / MetOffice/pyearthtools_jasmin

branching pipeline for ml demo notebook

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Dominant language
Jupyter Notebook
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Forks
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Description

currently there are three pipelines that are mostly identical. we could instead have a train-validate-test branching operator that returns three outputs from one pipeline, as currently done in hadisd notebook

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Research direction

Start by comparing the three currently similar pipelines with the hadisd notebook, which the issue identifies as the existing example. Trace how the proposed train-validate-test branching operator would connect to the ML demo notebook, and consider the work complete when one pipeline provides the three requested outputs instead of three mostly identical pipelines.

Written by the indexing model from the issue text.

Assessment

Tech stack
jupyter-notebook, python, pytorch
Domain
data-engineering, machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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