r-gcn

PyToch implementation of R-GCN model for node classification and link prediction

• [x] Code skeleton
• [x] Get link_data to DistMul properly
• [x] Get the adjacency matrix to DistMul
• [x] Pipeline the two experiments somehow
• [x] Test training loop for classification task
• [x] Test training loop for link prediction
• [x] Complete the evaluation scripts to save checkpoints and best model
• [x] Evaluation scripts
• [x] Revamp GCN into configurable layers
• [x] Refactor into Encoder and Decoder hierarchical structure with Aggregator

Requirements: rdflib, wget, scipy, sklearn