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Knowledge Graph Embeddings with Keras

This repository contains implementations of popular Knowledge Graph Embedding models in tensorflow-keras.

Currently the following models are included:

  • ComplEx
  • DistMult
  • Rescal
  • Multi-MLP

Installation

The package keras-kge can be installed using pip:

git clone https://github.com/baierst/keras-kge.git
cd keras-kge
pip install .

Example

An example using the popular kinship graph dataset, can be found in the examples folder. Run the example as follows:

cd examples/
python kinship.py

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Knowledge Graph Embedding models in Keras.

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