MichSchli / RelationPredictionLinks
Implementation of R-GCNs for Relational Link Prediction
☆461Updated 2 years ago
Alternatives and similar repositories for RelationPrediction
Users that are interested in RelationPrediction are comparing it to the libraries listed below
Sorting:
- ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks☆626Updated last year
- Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)☆452Updated 3 years ago
- Pytorch implementation of a RGCN Link Prediction Model☆259Updated 4 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆529Updated 4 years ago
- Keras-based implementation of Relational Graph Convolutional Networks☆818Updated 6 years ago
- Dynamic (Temporal) Knowledge Graph Completion (Reasoning)☆600Updated 5 years ago
- Representation-Learning-on-Heterogeneous-Graph☆444Updated 5 years ago
- ☆354Updated 5 years ago
- Heterogeneous Network Embedding: Survey, Benchmark, Evaluation, and Beyond☆259Updated 4 years ago
- code of HetGNN☆412Updated 5 years ago
- PyToch implementation of R-GCN model for node classification and link prediction☆42Updated 6 years ago
- End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion☆114Updated 4 years ago
- Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"☆535Updated 3 years ago
- An Open-Source Toolkit for Heterogeneous Information Network Embedding (HINE)☆325Updated 2 years ago
- A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)☆204Updated 4 years ago
- Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)☆491Updated 5 years ago
- Representation learning for link prediction within social networks☆353Updated 7 years ago
- The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie…☆256Updated 4 years ago
- TuckER: Tensor Factorization for Knowledge Graph Completion☆363Updated last year
- Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding☆429Updated 4 years ago
- ☆187Updated 6 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆654Updated 2 years ago
- Implementation of SimplE Embedding for Link Prediction in Knowledge Graphs in PyTorch☆118Updated 5 years ago
- Heterogeneous Information Network Embedding☆199Updated 4 years ago
- Convolutional 2D Knowledge Graph Embeddings resources☆684Updated last year
- The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""☆527Updated 4 years ago
- SimplE Embedding for Link Prediction in Knowledge Graphs☆145Updated 5 years ago
- PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)☆322Updated 10 months ago
- A tensorflow implementation of Knowledge Graph Convolutional Networks☆515Updated last year
- A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.☆665Updated 2 years ago