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Hi @PARODBE, I realize it has been some time since you have asked this question. If you are still working on this project, I'd love to understand the context of this request -- are you in need of sampling specific, conditional values in the synthetic data?
If so, I would recommend you to use the SDV library, which provides wrappers around all of our models (CTGAN, TVAE, Copulas, etc.), as well as ease-of-use features. One such feature is conditional sampling, which you can used to provide fixed-point conditions to any synthesizer model. Perhaps this may be useful to you?
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npatki commentedon Jun 11, 2025
Hi @PARODBE, I realize it has been some time since you have asked this question. If you are still working on this project, I'd love to understand the context of this request -- are you in need of sampling specific, conditional values in the synthetic data?
If so, I would recommend you to use the SDV library, which provides wrappers around all of our models (CTGAN, TVAE, Copulas, etc.), as well as ease-of-use features. One such feature is conditional sampling, which you can used to provide fixed-point conditions to any synthesizer model. Perhaps this may be useful to you?