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[N] Python code for GenAI, including the seminal NoGAN synthesizer for tabular data

[N] Python code for GenAI, including the seminal NoGAN synthesizer for tabular data

MLRecipes
April 15, 2025
reddit

NoGAN code is a tabular data synthesizer running 1000x faster than GenAI methods based on neural networks, and consistently delivering better results regardless of the evaluation metric (including state-of-the-art new quality metrics capturing a lot more than traditional distances), both on categorical and numerical features, or a mix of both. For details, see technical paper #29, available here.

https://preview.redd.it/fxxjycjplwjb1.png?width=754&format=png&auto=webp&s=3db34e981506e2b0a50ef76b32e1c20365945769

Get the code on GitHub.

#genai #syntheticdata

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