representation learning

Temporal Knowledge Graph Embeddings with Arbitrary Precision

Entity Embeddings of categorical variables implementation in TensorFlow 2.0, with a comparison in prediction performances on a Kaggle dataset, against One Hot Encoding using a Random Forest.

Code and datasets used in the publication: Type-Constrained Representation Learning in Knowledge Graphs. Denis Krompass, Stephan Baier and Volker Tresp Proceedings of the 13th International Semantic Web Conference (ISWC). 2015