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Visualization of scikit-learn Experiment Hyperparameters

This topic shows you how to set experiment hyperparams and their effects.

Preparation

Go through Getting Started for scikit-learn.

Write code

Set hyperparams to an experiment:

In the base script, just after the display name and description definition of an experiment, add an extra line to set some hyperparams.

project.set_hyperparams(split=split, rotate=rotate)

You should have added hyperparams to your experiment successfully.

  • Inspect the resulting script here.
  • Run the new script and see how MissingLink's dashboard helps with monitoring the experiment's hyperparams. A description follows.

Viewing the new functionality on the dashboard

You can see the hyperparams across different experiments on your MissingLink dashboard.

See scikit-learn hyperparams in the MissingLink dashboard