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isumo-rsfpn's Introduction

iSUMO-RsFPN


iSUMO-RsFPN is a advanced predictor for predicting Lysine SUMO-ylation Sites.

Dependencies

iSUMO-RsFPN requires python=3.9 Below are the Python packages required by iSUMO-RsFPN:

  • tensorflow(2.13.0)
  • scikit-learn(1.3.0)
  • numpy(1.24.3)
  • openpyxl(3.1.2)
  • pandas(2.0.3)

Using iSUMO-RsFPN

  • Using iSUMO-RsFPN for predicting Lysine SUMO-ylation Sites is easy. You can see the examples in this notebook.
  • If you want to repeat the experiment, you can execute the file isumo-rsfpn.ipynb.
  • If you want to use different datasets to train a predictor, you can see the file train_predictor.py.

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