Scatter plot analysis #2744
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Scatter plot analysis #2744
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Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #2744 +/- ##
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Coverage 95.60% 95.60%
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Files 489 491 +2
Lines 47903 47964 +61
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+ Hits 45796 45857 +61
Misses 2107 2107 ☔ View full report in Codecov by Sentry. |
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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
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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
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
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Summary:
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