Published August 30, 2021 | Version 1.0.0
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Prediction of horizontal gene transfer using graph neural network

  • 1. Cornell University

Description

Prediction of horizontal gene transfer (HGT) using graph neural network

This pipeline performs data splitting on precomputed HGT data and trains a graph neural network model.

Acknowledgment

  1. T. N. Kipf, M. Welling, Variational Graph Auto-Encoders, NIPS Workshop on Bayesian Deep Learning (2016)
  2. SNAP: Stanford Network Analysis Project
  3. TensorFlow (1.13.1)
  4. python (3.5.5)
  5. networkx
  6. scikit-learn
  7. scipy
  8. pandas
  9. numpy
  10. tqdm

Files

GCN-HGT-main.zip

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