Projects

Updated 9 months ago

deeprank-gnn-esm • Science 26%

Graph Network for protein-protein interface including language model features

deep-learning graph-networks interface-classification language-model protein-protein-interaction scoring utrecht-university

Updated 9 months ago

https://github.com/materialsvirtuallab/megnet • Science 23%

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

deep-learning graph-networks keras machine-learning materials-science tensorflow

Updated 9 months ago

icml19-egocnn • Science 44%

Code for "Distributed, Egocentric Representations of Graphs for Detecting Critical Structures" (ICML 2019)

convolutional-neural-networks graph-convolutional-neural-networks graph-embeddings graph-networks graph-neural-networks icml icml-2019 interpretability scale-free-networks self-similarity

Updated 9 months ago

https://github.com/baldassarrefe/torchgraphs • Science 13%

A PyTorch library for Graph Convolutional Networks.

artificial-intelligence graph-networks pytorch

Updated 9 months ago

https://github.com/baldassarrefe/graph-network-explainability • Science 23%

Explainability techniques for Graph Networks, applied to a synthetic dataset and an organic chemistry task. Code for the workshop paper "Explainability Techniques for Graph Convolutional Networks" (ICML19)

artificial-intelligence bioinformatics explainability graph-networks

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

deeprank-gnn-esm • Science 26%

https://github.com/materialsvirtuallab/megnet • Science 23%

icml19-egocnn • Science 44%

https://github.com/baldassarrefe/torchgraphs • Science 13%

https://github.com/baldassarrefe/graph-network-explainability • Science 23%