SmartDataAnalytics/PyKEEN

PyKEEN (Python KnowlEdge EmbeddiNgs) is a package for training and evaluating knowledge graph embeddings. Currently, it provides implementations of 10 knowledge graph emebddings models, and can be run in training mode in which users provide their own set of hyper-parameter values, or in hyper-parameter optimization mode to find suitable hyper-parameter values from set of user defined values. PyKEEN can also be run without having experience in programing by using its interactive command line interface that can be started with the command pykeen from a terminal. We are currently working on PyKEEN 1.0 which will provide additional features such as several negative sampling approaches and further evaluation metrics. Furthermore, we are integrating additional KGE models.