benedekrozemberczki/tigerlily

TigerLily: Finding drug interactions in silico with the Graph.

Jupyter NotebookPythonmachine-learningnodedeep-learninggraphddibiologynetwork-scienceknowledge-graphgraph-databaseunsupervised-learningembeddinggraph-machine-learninggradient-boostinggraph-embeddingpharmaceuticalsnode-embeddingtigergraphdrug-drug-interactionheterogeneous-graph
This is stars and forks stats for /benedekrozemberczki/tigerlily repository. As of 02 May, 2024 this repository has 95 stars and 9 forks.

Drug Interaction Prediction with Tigerlily Documentation | Example Notebook | Youtube Video | Project Report Tigerlily is a TigerGraph based system designed to solve the drug interaction prediction task. In this machine learning task, we want to predict whether two drugs have an adverse interaction. Our framework allows us to solve this highly relevant real-world problem using graph mining techniques in these steps: (a) Using PyTigergraph we create a heterogeneous biological graph of drugs and...
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