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Median Quartiles and Box Plots #1403

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AbdullahKazi500 opened this issue Feb 9, 2024 · 2 comments
Open

Median Quartiles and Box Plots #1403

AbdullahKazi500 opened this issue Feb 9, 2024 · 2 comments
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enhancement New feature or request good first issue Good for newcomers

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@AbdullahKazi500
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Suggested feature

Perhaps also if Median and Quartiles
Including the median and quartiles (Q1 and Q3) to provide insights into the data distribution's central tendency and spread.
Box Plots:
Generating box plots to visually represent the distribution of the benchmarking results, including the median, quartiles, and potential outliers.

@AbdullahKazi500 AbdullahKazi500 added the enhancement New feature or request label Feb 9, 2024
@nkanazawa1989 nkanazawa1989 added the good first issue Good for newcomers label Feb 20, 2024
@nkanazawa1989
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nkanazawa1989 commented Feb 20, 2024

Sounds like a good first issue :)

Our visualizer uses the bridge pattern to support multiple drawer backends (currently we only have matplotlib though), and the implementation might look complicated. But the curve plotter is a good example to start with. This plotter object must be drawer-backend agnostic and just provides data structure and API for experiments. You need to define a plotter class for every visualization template. You also need to extend the mpl drawer to call box plot API.

@boonware
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@AbdullahKazi500 @nkanazawa1989 I am interested in taking this one as a first issue. Could you assign it to me? Thank you.

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Labels
enhancement New feature or request good first issue Good for newcomers
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