/tools/biomed-multi-view
biomed-multi-view
BiomedSciAI/biomed-multi-view
The biomed-multi-view repository features the Multi-view Molecular Embedding with Late Fusion (MMELON) architecture, which aggregates molecular representations from images, graphs, and text to enhance predictions of molecular properties. It is applicable to various tasks including ligand-protein binding and molecular solubility, utilizing a large dataset of molecules for training and evaluation.
description
This repository contains the implementation of the Multi-view Molecular Embedding with Late Fusion (MMELON) architecture. MMELON combines molecular representations from three views — image, graph, and text —to learn a joint embedding that can be finetuned for downstream tasks in chemical and biological property prediction.
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