Embeddings of KG-COVID-19 knowledge graph (Aug 12 build), 80/20 training/test split, produced using node2vec, skipgram model, p=q=1, walk length = 100, num walks = 20
Authors/Creators
Description
KG-COVID-19 embedding data from Sep 8, 2020 experiment, for training/test split of 80/20:
These embeddings and weights were produced from this notebook on or around Sep 8, 2020:
https://github.com/justaddcoffee/kg_covid_19_drug_analyses/blob/master/Graph%20embedding%20using%20SkipGram%20homogeneous%20graph.ipynb
SkipGram_80_20_training_test_epoch_500_delta_0.0001_embedding.npy
SkipGram_80_20_training_test_epoch_500_delta_0.0001_weights.h5
I'm also including two runs just before this, with different epoch number and delta values:
SkipGram_80_20_training_test_embedding_sep_6_2020_epoch_200_delta_0.001.npy
SkipGram_80_20_training_test_weights_sep_6_2020_epoch_200_delta_0.001.h5
SkipGram_80_20_training_test_embedding_sep_7_2020_epoch_200_delta_0.0001.npy
SkipGram_80_20_training_test_weights_sep_7_2020_epoch_200_delta_0.0001.h5
Files
Files
(1.4 GB)
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