Support get the data for plotting.
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Description
I use SingleTreePolicyInterpreter to interpret the estimator and save as a PNG file.
The image like this:
I want to display it on html by using the third-party library (e.g D3.js, Echart) in an interactive way. But I can not get the data to plot without modifing EconML source code. There is a need to get the relevant attribute to use for plotting.
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the SingleTreePolicyInterpreter entry point and the existing PNG plotting path. Determine which interpreter data is currently unavailable to callers and how it could be exposed for D3.js or ECharts, then verify that callers can obtain the plotting data without modifying EconML source code.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- d3js, python
- Domain
- data-visualization, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 30/100