MLP link prediction models in H5 format
收藏资源简介:
The KG-COVID-19 graph from this Zenodo URL was used: https://zenodo.org/record/4011267/files/kg-covid-19-skipgram-aug-2020.tar.gz To produce these embeddings (Skipgram, 80/20 training/test split, seed=42, 500 epochs max, delta 0.0001) https://zenodo.org/record/4019808/files/SkipGram_80_20_training_test_epoch_500_delta_0.0001_embedding.npy These embeddings were used to train link prediction classifiers using this Jupyter notebook: https://github.com/justaddcoffee/kg_covid_19_drug_analyses/blob/master/Link%20prediction.ipynb SkipGram_weightedL2_finalized_model.h5 SkipGram_weightedL2.csv SkipGram_weightedL1_finalized_model.h5 SkipGram_weightedL1.csv SkipGram_hadamard_finalized_model.h5 SkipGram_hadamard.csv SkipGram_average_finalized_model.h5 SkipGram_average.csv all_reports.csv



