8000 GitHub - jkwang93/AMP-Designer: A foundation model approach to guide antimicrobial peptide design in the era of artificial intelligence driven scientific discovery
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A foundation model approach to guide antimicrobial peptide design in the era of artificial intelligence driven scientific discovery

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jkwang93/AMP-Designer

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Discovery of novel antimicrobial peptides with notable antibacterial potency by a LLM-based foundation model

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Python Dependencies

Python >= 3.8
Pytorch >= 1.13.1
RDKit >= 2022.09.1
transformers >= 4.24.0
pandas >= 1.5.3
scipy == 1.10.0

Pretrained Model

The weight and configuration files of pre-trained model can be found in Zenedo.

Generation

AMP_GPT_generator.py can be used for generation.

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A foundation model approach to guide antimicrobial peptide design in the era of artificial intelligence driven scientific discovery

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