llf-null / T-SimplE

paper with code

Tensor Decomposition-Based Temporal Knowledge Graph Embedding

This repository contains code for the reprsentation proposed in Tensor Decomposition-Based Temporal Knowledge Graph Embedding paper.

Installation

• Create a conda environment:

$ conda create -n T_simple python=3.6 anaconda

• Run

$ source activate T_simple

• Change directory to T_simple folder
• Run

$ pip install -r requirements.txt

How to use?

After installing the requirements, run the following command to reproduce results for T_SimplE:

$ python main.py -dropout 0.4 -se_prop 0.68 -model T_simple

To reproduce the results for T_distmult and T_complex, specify model as T_distmult/T_complex as following.

$ python main.py -dropout 0.4 -se_prop 0.36 -model T_distmult
$ python main.py -dropout 0.4 -se_prop 0.36 -model T_complex