deepmodeling / Uni-Mol

Official Repository for the Uni-Mol Series Methods
MIT License
655 stars 116 forks source link

Unimol预测新分子 #169

Open wklix opened 10 months ago

wklix commented 10 months ago

Unimol是否可以完成输入是smiles,输出也是smiles,用来预测出新分子

Naplessss commented 10 months ago

we do not test smiles generation in this version, you can use unimol as encoder backbone ( i think this should be work well.) with molecule generation framework such as VAE, GAN, Diffusion etc. some reference may be helpful: MolGAN: https://arxiv.org/pdf/1805.11973 ;https://github.com/nicola-decao/MolGAN VAE: https://arxiv.org/pdf/2010.08687 Diffusion: https://proceedings.mlr.press/v162/hoogeboom22a.html

wklix commented 10 months ago

谢谢您的及时回复和宝贵意见