The code used in the paper "Topology optimization with text-guided stylization" has now been uploaded.
The code should work well in various environment setups. 
As for the CLIP installation, please follow: https://github.com/openai/CLIP

Currently, minor bugs may exist.
Known issue: Only square optimization space (i.e., resolution a*a) can be handled, for simpler coding.

Article: https://link.springer.com/article/10.1007/s00158-023-03686-7
Zhong Shengze, Parinya Punpongsanon, Daisuke Iwai, and Kosuke Sato. "Topology optimization with text-guided stylization." Structural and Multidisciplinary Optimization 66, no. 12 (2023): 256.