Holographic Embeddings of Knowledge Graphs
This repository holds the code for experiments in the paper
Holographic Embeddings of Knowledge Graphs Maximilian Nickel, Lorenzo Rosasco, Tomaso Poggio, AAAI 2016.
To run the experiments, first install scikit-kge, An open-source python library to compute various knowledge graph embeddings including
- Holographic Embeddings (HolE)
scikit-kge is installed, simply clone this repository via
git clone firstname.lastname@example.org:mnick/holographic-embeddings.git
and run the experiments as detailed in the next section
The repository holds scripts of the form
which runs the experiments for
dataset with the best parameters for
The full code for the experiments can be found in the
countries subfolders. The python scripts in these subfolders should be easy to use for grid search.