DP Synthetic Data #464

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mccalluc opened this issue May 30, 2025 · 0 comments

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mccalluc commented May 30, 2025

Requires implementation in the OpenDP library. (I asked, and we are not interested in providing a wrapper around SmarkNoise or MostlyAI.)

Other notes from meeting:

Add “Synthetic Data” to analysis choices for a given column.
User specifies a list of related columns to synthesize... and that's probably it.
- Number of rows in output should be inferred from the DP count of the input
- Dependencies between columns should be inferred by the system: Don't prompt the user for this.
Just float values is fine for MVP.
Outputs
- New synthetic CSV
- Marginals are probably free?

mccalluc added this to the v0.6 milestone

github-project-automation bot added this to DP Wizard

github-project-automation bot moved this to Pending in DP Wizard

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