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UniPMT

The code for the model UniPMT proposed in the paper: UniPMT: A Unified Deep Framework for Peptide, MHC, and TCR Binding Prediction

To run the code:

Requirements:

Operating System: Linux Ubuntu 20.04.

Software dependencies and software versions: please see ./code/requirements.txt

Hardware: CPU: Intel@ Xeon(R) Platinum 8360Y CPU @ 2.40GHzx 144, GPU: Nvidia A100

Instructions

  1. Install the required packages in requirement.py: pip install -r requirements.txt. Normal install time: within 1 hour.
  2. Input the dataset to run in "data_folder" variable in code/config/config.py (e.g., data_folder = pt_zeroshot1v1neg)
  3. Run the evaluation through python main.py. Expected run time: within 1 min.

Expected output

  1. The test results (AUC, PRAUC) in the test set. The results will be outputed on the Terminal.
  2. A predicted results scores of each data sample in the test set will be stored in ./output/predictions/

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