pykeen / benchmarkingLinks
📊 Results from the reproducibility and benchmarking studies presented in "Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework" (http://arxiv.org/abs/2006.13365)
☆36Updated 3 years ago
Alternatives and similar repositories for benchmarking
Users that are interested in benchmarking are comparing it to the libraries listed below
Sorting:
- 🏅 KG Inductive Link Prediction Challenge (ILPC) 2022☆85Updated 3 years ago
- OpenBioLink is a resource and evaluation framework for evaluating link prediction models on heterogeneous biomedical graph data.☆152Updated last year
- Drug repurposing for COVID-19 using literature-based discovery☆28Updated 2 years ago
- COVID-19 Knowledge Graph: a computable, multi-modal, cause-and-effect knowledge model of COVID-19 pathophysiology☆44Updated 4 years ago
- ☆29Updated last year
- [Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summa…☆86Updated 11 months ago
- Improving Inductive Link Prediction Using Hyper-Relational Facts☆14Updated 3 years ago
- Code to accompany the "Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery" manuscript (Artificial Intelligence…☆34Updated this week
- A set of benchmark repositories for node classification on knowledge graphs. To use, see https://github.com/pbloem/kgbench-loader☆27Updated 2 years ago
- PyG re-implementation of Neural Bellman-Ford Networks (NeurIPS 2021)☆69Updated 2 years ago
- ☆56Updated 4 years ago
- A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).☆126Updated 3 years ago
- Embeddings for ontologies in the Description Logic EL++☆25Updated 2 years ago
- 🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings☆25Updated last year
- EMNLP 2020: Message Passing for Hyper-Relational Knowledge Graphs☆89Updated last year
- A Knowledge Graph for Relational Learning On Biological Data☆101Updated last year
- Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. ICML 2020 Graph Representation Learning and Beyond (GRL+) Workshop☆30Updated 4 years ago
- Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks☆60Updated 3 years ago
- Code for the paper "Query Embedding on Hyper-relational Knowledge Graphs"☆33Updated last year
- Biomedical Relation Extraction with Knowledge Graph-based Recommendations☆8Updated last year
- ☆64Updated 5 years ago
- ☆13Updated 3 years ago
- Implements various negative sampling techniques for learning knowledge graph embeddings☆39Updated 5 years ago
- Y. Zhang, Q. Yao, J. Kwok. Bilinear Scoring Function Search for Knowledge Graph Learning. TPAMI 2022☆69Updated last year
- A computational library for learning and evaluating biological knowledge graph embeddings - please see the main PyKEEN repo at https://gi…☆45Updated 2 years ago
- A library for knowledge graph embedding models☆16Updated 5 years ago
- ☆31Updated 2 years ago
- Simple analyses and tutorials on the COVID-19 Knowledge Graph☆14Updated 5 years ago
- Compositional and Parameter-Efficient Representations for Large Knowledge Graphs (ICLR'22)☆142Updated 3 years ago
- From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)☆42Updated 4 years ago