3rd Party Synthesizers

The SDGym library includes synthesizers built by 3rd party libraries that you can use for benchmarking purposes. To use these synthesizers, you'll first need to install optional dependencies that the 3rd party library requires, and then pass the name into the synthesizers parameter.

%pip install sdgym[realtabformer]

import sdgym

sdgym.benchmark_single_table(
    synthesizers=['RealTabFormerSynthesizer']
)

3rd Party Single-Table Synthesizers

3rd Party Synthesizer Name	Installation Instructions	Link to library
RealTabFormerSynthesizer	pip install sdgym[realtabformer]	REaLTabFormer ↗
	Additional synthesizers are coming soon!

FAQs

What if the synthesizer I want to use is not included?

If there are additional 3rd party synthesizers you'd like to see in the SDGym library, please create a Feature Request with more details.

In the meantime, you can create a Custom Synthesizer where you can import the 3rd party library yourself and define the synthesizer.