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@@ -32,6 +32,17 @@ Peptide therapeutics, a major class of medicines, have achieved remarkable succe
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  ## We optimize desired therapeutic properties of generated sequences based on Monte Carlo Tree Search
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  ![Monte Carlo Tree Search Schemetic View](mcts.png)
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  ## Inference API, datasets, and sequences will be freely accessible to the academic community via a non-commercial license upon publication and provisional patent filing
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  ## Interactive Demo
 
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  ## We optimize desired therapeutic properties of generated sequences based on Monte Carlo Tree Search
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  ![Monte Carlo Tree Search Schemetic View](mcts.png)
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+ ## Citation
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+ If you find this repository helpful for your publications, please consider citing our paper:
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+ ```
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+ @article{tang2025peptune,
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+ title={Peptune: De novo generation of therapeutic peptides with multi-objective-guided discrete diffusion},
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+ author={Tang, Sophia and Zhang, Yinuo and Chatterjee, Pranam},
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+ journal={42nd International Conference on Machine Learning},
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+ year={2025}
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+ }
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+ ```
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+
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  ## Inference API, datasets, and sequences will be freely accessible to the academic community via a non-commercial license upon publication and provisional patent filing
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  ## Interactive Demo