Lithogenous / transE_python

using python implement graph embedding algorithm transE

TransE_python

using python implement graph embedding algorithm transE

Usage

$ python transe.py

setting the hyperparameter in the source file directly

TODO LIST

• Trans* algorithem test benchmark
• TransE
  • implement the basic algorithm
  • add the L1 loss
• TransH
• TransR
• TransD

Resource

Dataset

Thanks to Mrlyk423 provide FB15k datasets used for the task Knowledge Base Completion with the input format in Download

Paper

Translating Embeddings for ModelingMulti-relational Data

Thanks

• A fair implementation by wuxiyu
• Another C++ implementation and provided an available FB15k dataset download link by Mrlyk423