[feat] Add an object that realizes the perf over time viz#331

Merged

ravinkohli merged 36 commits intoautoml:developmentfrom

nabenabe0928:330-feat-viz_incumbent_over_time

Dec 1, 2021

Commits on Nov 24, 2021

Commits on Nov 26, 2021

[fix] Alternate datetime to timestamp in tests to pass universally
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[fix] Fix status_msg --> status_type because it does not need to be str
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Commits on Nov 30, 2021

[fix] Remove viz attribute based on Ravin's comment
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[fix] Fix doc-string based on Ravin's comments
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[refactor] Hide color label settings extraction in dataclass
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[test] Add tests for color label dicts extraction
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[test] Add tests for checking if plt.show is called or not
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[refactor] Address Ravin's comments and add TODO for the refactoring
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[refactor] Change KeyError in EnsembleResults to empty
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[refactor] Prohibit external updates to make objects more robust
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[fix] Remove a member variable _opt_scores since it is confusing
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[example] Add an example how to plot performance over time
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[fix] Fix unexpected train loss when using cross validation
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Commits on Dec 1, 2021