kgegrok

knowledge representation learning


Keywords
deep-learning, knowlege-graph
License
GPL-2.0
Install
pip install kgegrok==0.5.0

Documentation

Knowledge Graph Embedding Learning

This is an learning modules with PyTorch to learn knowledge embeddings. It's more towards research now. It heavily used another library kgekit.

The design follows DIY, data oriented design and a few OO classes.

Features

  • Small memory footprint
  • Fast parallelized sampling and batch done in C++
  • Deterministic
  • Easily extensible and readable
  • Visualization