LiangYu-Xidian / MVGAEW

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MVGAEW

The code for paper " Identifying disease-related microbes based on multi-scale variational graph autoencoder embedding wasserstein distance "

./HMDAD/Disease_semantic_similarity.csv ./HSDN/final-symptom-disease-similarity.csv ./graph2mda/microbe_fun_sim_mdad_abio.csv microbe similarity based on common durg

args.py get_sim.py HMDAD_all.py overall framework of graph embedding layers.py implemention of Wassertein distance models3.py implemention

version: sklearn 0.24.2 numpy 1.20.3 torch 1.9.0 xgboost 1.5.0 scipy 1.7.1 pandas 1.3.2 ipython 7.26.0 matplotlib 3.3.4 seaborn 0.11.2 tqdm 4.64.0

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