From 3f7b19848e08ea9543ec247530d8f3ee668f5f70 Mon Sep 17 00:00:00 2001 From: Stanislaw Adaszewski Date: Thu, 7 May 2020 11:27:26 +0200 Subject: [PATCH] Add README.md --- README.md | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 README.md diff --git a/README.md b/README.md new file mode 100644 index 0000000..8e7a971 --- /dev/null +++ b/README.md @@ -0,0 +1,17 @@ += decagon-pytorch + +== Introduction + +[Decagon](https://github.com/mims-harvard/decagon) +is a method for learning node embeddings in multimodal graphs, +and is especially useful for link prediction in highly multi-relational +settings. + +Decagon-PyTorch is a PyTorch reimplementation of the algorithm. + +== References + +1. Zitnik, M., Agrawal, M., & Leskovec, J. (2018). +[Modeling polypharmacy side effects with graph convolutional networks](https://academic.oup.com/bioinformatics/article/34/13/i457/5045770) +Bioinformatics, 34(13), i457-i466. +