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 <img src="method.jpg" alt="alt text" title="Overview" width="700"/>
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 WIP implementation of a discriminator-guided diffusion model for molecule generation. 
-Offical repository of the manuscript [Discriminator-Driven Diffusion Mechanisms for Molecular Graph Generation](https://github.com/gerritgr/MoleculeDiffusionGAN/blob/main/Discriminator_Guided_Diffusion_for_Molecule_Generation.pdf)
 
+This repository provides a proof-of-concept implementation for the manuscript _[Discriminator-Driven Diffusion Mechanisms for Molecular Graph Generation](https://github.com/gerritgr/MoleculeDiffusionGAN/blob/main/Discriminator_Guided_Diffusion_for_Molecule_Generation.pdf)_.