MichSchli / RelationPredictionLinks
Implementation of R-GCNs for Relational Link Prediction
☆465Updated 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☆633Updated last year
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆529Updated 4 years ago
- Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)☆457Updated 3 years ago
- Pytorch implementation of a RGCN Link Prediction Model☆264Updated 4 years ago
- Representation-Learning-on-Heterogeneous-Graph☆444Updated 5 years ago
- Keras-based implementation of Relational Graph Convolutional Networks☆817Updated 6 years ago
- Dynamic (Temporal) Knowledge Graph Completion (Reasoning)☆606Updated 5 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
- ☆356Updated 5 years ago
- Heterogeneous Network Embedding: Survey, Benchmark, Evaluation, and Beyond☆259Updated 5 years ago
- Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"☆536Updated 4 years ago
- An Open-Source Toolkit for Heterogeneous Information Network Embedding (HINE)☆326Updated 2 years ago
- End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion☆113Updated 5 years ago
- Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)☆493Updated 5 years ago
- TuckER: Tensor Factorization for Knowledge Graph Completion☆366Updated 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
- Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding☆433Updated 5 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆265Updated 4 years ago
- Heterogeneous Information Network Embedding☆199Updated 4 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆662Updated 3 years ago
- Testing link prediction using Node2Vec☆67Updated 8 years ago
- A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.☆680Updated 2 years ago
- Convolutional 2D Knowledge Graph Embeddings resources☆691Updated last year
- Position-aware Graph Neural Networks☆402Updated 5 years ago
- ☆188Updated 6 years ago
- Representation learning on large graphs using stochastic graph convolutions.☆143Updated 7 years ago
- DeepInf: Social Influence Prediction with Deep Learning☆300Updated 5 years ago
- The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""☆528Updated 4 years ago
- A tensorflow implementation of Knowledge Graph Convolutional Networks☆521Updated 2 years ago