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jonatanklosko / meow

Multi-population evolutionary algorithms with support for GPU and distributed computing

Home Page:https://static.jonatanklosko.com/docs/meow

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Provide visualizations

jonatanklosko opened this issue · comments

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Related to #23, we need the metrics to be generic, but at the same time discoverable for automated plotting.

I'm thinking we can have functions that take the evaluation result and produce vega_lite specifications. This way the user could easily work with the visualizations in Livebook or save plots to file. vega_lite would be an optional dependency.

Then we can have a top-level function that generates a whole report and saves it to an HTML file with plots and relevant numbers.