awesome-drug-pair-scoring
typedb-ml
awesome-drug-pair-scoring | typedb-ml | |
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4 | 1 | |
85 | 548 | |
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0.0 | 0.0 | |
over 1 year ago | 6 months ago | |
Python | ||
Apache License 2.0 | Apache License 2.0 |
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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
typedb-ml
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Graph theory, graph convolutional networks, knowledge graphs
It's always funny to see people mentioning hypergraphs in relation to knowledge graphs, this is exactly what we do at Grakn Labs (disclaimer: work there) https://grakn.ai
For others: we're also starting to look into ML on knowledge graphs, check out our initial work at https://github.com/graknlabs/kglib :D
What are some alternatives?
efficient-gnns - Code and resources on scalable and efficient Graph Neural Networks
Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]
diffnet - Graph Neural Network based Social Recommendation Model. SIGIR2019.
dgl-ke - High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
PDN - The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
0xDeCA10B - Sharing Updatable Models (SUM) on Blockchain
pytorch_geometric_temporal - PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
TrainInvaders - 👾 Jupyter Notebook + Space Invaders!?
GNNPapers - Must-read papers on graph neural networks (GNN)
GPT2-api - 🤖 (Easily) run your own GPT-2 API. Post writing prompts, get AI-generated responses
radium-formula-parser
ANN-decompiler - "AI" demystified: a decompiler