MichSchli / RelationPredictionLinks
Implementation of R-GCNs for Relational Link Prediction
☆457Updated 2 years ago
Alternatives and similar repositories for RelationPrediction
Users that are interested in RelationPrediction are comparing it to the libraries listed below
Sorting:
- Keras-based implementation of Relational Graph Convolutional Networks☆814Updated 5 years ago
- Representation-Learning-on-Heterogeneous-Graph☆441Updated 5 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆530Updated 4 years ago
- ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks☆620Updated 11 months ago
- Dynamic (Temporal) Knowledge Graph Completion (Reasoning)☆595Updated 4 years ago
- code of HetGNN☆406Updated 5 years ago
- Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)☆446Updated 3 years ago
- Pytorch implementation of a RGCN Link Prediction Model☆254Updated 3 years ago
- ☆352Updated 5 years ago
- Heterogeneous Network Embedding: Survey, Benchmark, Evaluation, and Beyond☆258Updated 4 years ago
- Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"☆531Updated 3 years ago
- A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)☆536Updated 5 years ago
- An Open-Source Toolkit for Heterogeneous Information Network Embedding (HINE)☆323Updated 2 years ago
- Simple reference implementation of GraphSAGE.☆1,023Updated 5 years ago
- Representation learning on dynamic graphs using self-attention networks☆295Updated 2 years ago
- Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)☆489Updated 4 years ago
- PyToch implementation of R-GCN model for node classification and link prediction☆41Updated 6 years ago
- PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)☆322Updated 6 months ago
- ☆186Updated 6 years ago
- The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""☆526Updated 4 years ago
- Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"☆493Updated 11 months ago
- Position-aware Graph Neural Networks☆399Updated 4 years ago
- A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.☆652Updated last year
- Heterogeneous Information Network Embedding☆198Updated 3 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆642Updated 2 years ago
- Heterogeneous Graph Neural Network☆1,144Updated 5 years ago
- ☆299Updated 2 years ago
- The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie…☆254Updated 4 years ago
- Heterogeneous Information Network Datasets for Recommendation and Network Embedding☆344Updated 5 years ago
- Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding☆421Updated 4 years ago