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gretelai / gretel-synthetics

Synthetic data generators for structured and unstructured text, featuring differentially private learning.
https://gretel.ai/platform/synthetics
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[FR] Generation based on given attributes #135

Closed jankrans closed 1 year ago

jankrans commented 1 year ago

Hi,

I wondered if it is already possible to generate synthetic data based on given values from attributes? I remember that the original paper allows this?

Otherwise I might further look into this to implement it myself

Kind regards!

kboyd commented 1 year ago

Hi @jankrans, this is regarding our DGAN implementation, right?

DGAN does not currently support conditional generation from given attributes. You're exactly right that the DoppelGANger paper does include support for this though. Conditional generation is on our roadmap for DGAN, but we don't have a timeline yet.

We'd be happy to review a PR if you want to implement it yourself.

DanielDimanov commented 4 months ago

Any updates on this?