This dataset and code are presented in the paper: Constraining Generative Models for Engineering Design with Negative Data
Also check out the NDGMs project page.
This code is licensed under the MIT license. Feel free to use all or portions for research or related projects as long as you cite the paper:
Regenwetter, Lyle, Giorgio Giannone, Akash Srivastava, Dan Gutfreund, and Faez Ahmed. "Constraining Generative Models for Engineering Design with Negative Data" Transactions on Machine Learning Research, {2835-8856}, 2024, https://openreview.net/forum?id=FNBv2vweBI.
