search

sdv-dev / SDV

Synthetic data generation for tabular data
https://docs.sdv.dev/sdv
Other
2.32k stars 304 forks source link

where can I change the loss function of CTGAN #2000

Closed YujiaZhang closed 3 months ago

YujiaZhang commented 4 months ago

I want to change the generator and discriminator loss functions, could tell me which code file I should access?

sdv-team commented 4 months ago

Hi @YujiaZhang It’s great to see your interest in the SDV ecosystem. This comment is a reminder to consult your legal before adopting the SDV into your project, as SDV has source-available license.

For more information, you can read through our license FAQs (not legal advice). For any other questions, you can Contact Us. You can also inquire about a commercial license to allow additional use.

srinify commented 4 months ago

Hi there @YujiaZhang 👋

Do you mind sharing more about your use case here? Only asking because SDV has a lot of handles & levers for improving synthetic data quality and I want to make sure to align our advice towards your goals!

srinify commented 4 months ago

Hi there @YujiaZhang I haven't heard from you in a while so I'm closing this issue out for now. If you still need help, feel free to comment and tag me and I can re-open!

YujiaZhang commented 4 months ago

hi @srinify, I was wondering if I can change the sampling logic of the conditional generator? I want to do some enhancement for the logic

srinify commented 4 months ago

Hi @YujiaZhang unfortunately we don't provide support for customizing SDV. I'm closing this issue out but feel free to open a new issue if you have new questions!