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DeepSeqPan

A sequence-based pan model for peptide-MHC I binding affinity prediction.

Install / Use

/learn @pcpLiu/DeepSeqPan
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

DeepSeqPan

This the corresponding repository of paper DeepSeqPan, a novel deep convolutional neural network model for pan-specific class I HLA-peptide binding affinity prediction.

To cite

@article{liu2019deepseqpan,
  title={DeepSeqPan, a novel deep convolutional neural network model for pan-specific class I HLA-peptide binding affinity prediction},
  author={Liu, Zhonghao and Cui, Yuxin and Xiong, Zheng and Nasiri, Alierza and Zhang, Ansi and Hu, Jianjun},
  journal={Scientific Reports},
  volume={9},
  number={1},
  pages={794},
  year={2019},
  publisher={Nature Publishing Group}
}

Structure

  • dataset: All training and evaluation dataset.
  • models: Trained models.
  • scripts: Code to run

Related Skills

View on GitHub
GitHub Stars26
CategoryDevelopment
Updated9mo ago
Forks13

Languages

Python

Security Score

67/100

Audited on Jul 10, 2025

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