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[Tune] Add rich output for ray tune progress updates in notebooks (#2…
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These changes are part of a series intended to improve integration with notebooks. This PR modifies the tune progress status shown to the user if tuning is run from a notebook.

Previously, part of the trial progress was reported in an HTML table before; now, all progress is displayed in an organized HTML template.

Signed-off-by: pdmurray <[email protected]>
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peytondmurray authored Aug 30, 2022
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