awesome-drug-pair-scoring
diffnet
awesome-drug-pair-scoring | diffnet | |
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4 | 1 | |
85 | 168 | |
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0.0 | 0.0 | |
over 1 year ago | 9 months ago | |
Python | ||
Apache License 2.0 | MIT License |
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awesome-drug-pair-scoring
- A Unified View of Relational Deep Learning for Drug Pair Scoring
- Show HN: A Unified Model of Deep Learning for Drug Pair Scoring
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[R]
Git: https://github.com/AstraZeneca/polypharmacy-ddi-synergy-survey
- Show HN: Drug-drug interaction, synergy, and polypharmacy prediction
diffnet
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What papers are there on decoding the results of training a network and recasting them?
You seem to like diffusion nets a lot, so here's code for one: https://github.com/PeiJieSun/diffnet Have fun going through the code, every single thing will be explicitly defined at some point in those files.
What are some alternatives?
efficient-gnns - Code and resources on scalable and efficient Graph Neural Networks
gnn - TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
PDN - The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
GraphGPS - Recipe for a General, Powerful, Scalable Graph Transformer
pytorch_geometric_temporal - PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
chemicalx - A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
typedb-ml - TypeDB-ML is the Machine Learning integrations library for TypeDB
HybridTSPSolver - A hybrid TSP solver that I made for my master's degree thesis in computer science.
GNNPapers - Must-read papers on graph neural networks (GNN)
radium-formula-parser