mims-harvard / graphml-tutorials
Tutorials for Machine Learning on Graphs
☆209Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for graphml-tutorials
- GraphXAI: Resource to support the development and evaluation of GNN explainers☆172Updated 5 months ago
- ☆208Updated 2 years ago
- A collection of research papers, datasets and software related to knowledge graphs for drug discovery. Accompanies the paper "A review of…☆211Updated 4 months ago
- here you can find the material used for our Tutorials☆97Updated 2 years ago
- Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)☆88Updated 2 years ago
- ☆92Updated last year
- SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks (Scientific Reports)☆62Updated 4 years ago
- Explanation method for Graph Neural Networks (GNNs)☆60Updated 2 years ago
- ☆92Updated 2 years ago
- A Graph Neural Network project on HIV data☆261Updated 5 months ago
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆127Updated last year
- ☆161Updated 2 years ago
- Graph Data Augmentation Library for PyTorch Geometric☆128Updated 2 years ago
- Python package for graph neural networks in chemistry and biology☆730Updated last year
- Repository associated to the paper: "Explaining the Explainers in Graph Neural Networks: a Comparative Study"☆34Updated last year
- ☆149Updated 3 years ago
- ☆172Updated last year
- ☆137Updated 3 years ago
- DeepDrug: A general graph-based deep learning framework for drug relation prediction☆51Updated 2 years ago
- A research library for automating experiments on Deep Graph Networks☆218Updated 2 months ago
- All graph/GNN papers accepted at NeurIPS 2024.☆53Updated this week
- Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric☆341Updated 2 years ago
- [Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summa…☆84Updated 3 months ago
- Literature of deep learning for graphs in Chemistry and Biology☆197Updated 3 years ago
- ☆61Updated 5 years ago
- Data for "Understanding Isomorphism Bias in Graph Data Sets" paper.☆88Updated 4 years ago
- Official repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxi…☆97Updated 3 years ago
- Scalable Graph Neural Networks with Deep Graph Library☆151Updated 3 years ago
- A Knowledge Graph for Relational Learning On Biological Data☆82Updated 8 months ago
- Temporal Graph Benchmark project repo☆185Updated this week