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DARMN

DARMN: Domain-Aware Residual Feature Modulation Network for Multidomain Protein Dynamic Inter-Residue Contact Prediction DARMN

Requirements

Python 3.10.14
torch 2.4.0+cu121
numpy 2.2.6
pandas 2.2.3
biopython 1.84
torchvision 0.19.0+cu121
torchaudio 2.4.0+cu121
torchmetrics 1.8.2
pytorch-lightning 2.0.0

Reproduce our model

  • Re-train our model using the pre-trained model weights and evaluate the results
Python DARMN_MDP.py
  • Due to the model feature folder exceeding the Github upload limit, please access and download it through the following link
https://darmn-model-feature12-1419115415.cos.ap-beijing.myqcloud.com/DARMN_feature.zip 

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DARMN: Domain-Aware Residual Feature Modulation Network for Multi-Domain Protein Dynamic Contact Prediction

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