The Wayback Machine - https://web.archive.org/web/20210727052216/https://github.com/topics/knowledge-graph-embeddings
#
knowledge-graph-embeddings
Here are
40 public repositories
matching this topic...
Updated
May 25, 2021
Python
A curated list of awesome knowledge graph tutorials, projects and communities.
A knowledge graph and a set of tools for drug repurposing
Updated
Jul 12, 2021
Jupyter Notebook
Implementations of Embedding-based methods for Knowledge Base Completion tasks
Updated
Nov 7, 2020
Python
Updated
Oct 11, 2018
Python
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
Updated
May 7, 2021
Python
The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.
Updated
Apr 12, 2021
Python
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
Updated
Apr 14, 2021
Python
SimplE Embedding for Link Prediction in Knowledge Graphs
Updated
Feb 11, 2020
Python
Code of the paper: Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks.
Updated
Aug 13, 2019
Python
WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information
Updated
Sep 26, 2019
Python
CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia
Updated
Mar 20, 2021
Python
Source code and datasets of EMNLP2018 paper: "Differentiating Concepts and Instances for Knowledge Graph Embedding".
Transformer for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)
Updated
Apr 14, 2021
Python
AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
Updated
Jul 29, 2020
Python
Implementation of TransE model in PyTorch.
Updated
May 21, 2021
Python
STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)
Knowledge Base Embedding By Cooperative Knowledge Distillation
Updated
Feb 4, 2021
Python
A computational library for learning and evaluating biological knowledge graph embeddings
Updated
Aug 1, 2020
Jupyter Notebook
Source code and datasets for EMNLP 2019 paper: Jointly Learning Entity and Relation Representations for Entity Alignment.
Updated
Jul 12, 2020
Python
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (NeurIPS 2020 Workshop on DiffGeo4DL) (Pytorch)
Updated
May 18, 2021
Python
📖 Generation and Applications of Knowledge Graphs in Systems and Networks Biology
📊 Results from the reproducibility and benchmarking studies presented in "Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework" (
http://arxiv.org/abs/2006.13365 )
Updated
Jun 28, 2021
Python
A collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods
A high-performance Java Implementation of RDF2Vec
Updated
Jul 21, 2021
Java
Code for NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion
Updated
May 12, 2021
Python
Python implementation of "Data-dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion [Manabe+. 2018]"
Updated
Feb 25, 2018
Python
LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)
Updated
Jan 21, 2021
Python
🤖 A Python Package for generating new patient representations driven by data and prior knowledge
Updated
May 9, 2021
Python
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As of the PyTorch 1.6 release on July 28th, 2020, there is a native type for tensors of complex numbers (see: https://pytorch.org/docs/stable/complex_numbers.html)
From @mberr: Referencing the 1.7.1 release tracker here, in case they mention something about it: pytorch/pytorch#47622
It would be interesting to test updated imp