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There are several KGE models implemented in https://github.com/smartDataAnalytics/PyKEEN from @mali-git that cover translational distance models (e.g., TransE, TransH, TransR, TransD, UM, SE) and semantic matching models (e.g., RESCAL, DistMult, ERMLP, ConvE) that weren't mentioned in the README of this repo. I'm also aware that some, but not all, of these models have been made available through the packages that you've already integrated.
PyKEEN was developed with specific focus on reusability, so I hope that we can either make a PR to include a wrapper to make it work the same way as your models, or you might become interested and make use of it.
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