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scikit-learn with Joblib

The sklearn_joblib_example.py demonstrates the integration of ClearML into code that uses scikit-learn and joblib to store a model and model snapshots, and matplotlib to create a scatter diagram. When the script runs, it creates an experiment named scikit-learn joblib example, which is associated with the examples project.

Plots

ClearML automatically logs the scatter plot, which appears in the experiment's page in the ClearML web UI, under PLOTS.

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Artifacts

Models created by the experiment appear in the experiment’s ARTIFACTS tab.

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Clicking on the model name takes you to the model’s page, where you can view the model’s details and access the model.

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