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Scatter plot analysis #2744

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Scatter plot analysis #2744

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Commits on Sep 10, 2024

  1. Scatter plot analysis (facebook#2744) 

    Summary:
Pull Request resolved: facebook#2744

Plotly Scatter plot for any two metrics. Each arm is represented by a single point, whose color indicates the arm's trial index. Optionally, the Pareto frontier can bes hown. This plot is useful for understanding the relationship and/or tradeoff between two metrics.

This will replace the pareto frontier plot, but also allow us to use the same codepath to plot the tradeoff between ANY two metrics, not just metrics on the optimization config. **I foresee this, parallel coordinates, and parameter importance to be the most important Analyses in typical OSS Ax usage.**

Differential Revision: D62207324
    @mpolson64 @facebook-github-bot
    mpolson64 authored and facebook-github-bot committed Sep 10, 2024
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