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
After scikit-kge
is installed, simply clone this repository via
git clone git@github.com:mnick/holographic-embeddings.git
and run the experiments as detailed in the next section
The repository holds scripts of the form
run_<model>_<dataset>.sh
which runs the experiments for dataset
with the best parameters for model
.
The full code for the experiments can be found in the kg
and countries
subfolders. The python scripts in these subfolders should be easy to use for grid search.