#
knowledge-graph-embeddings
Here are
33 public repositories
matching this topic...
Updated
Aug 25, 2020
Python
A curated list of awesome knowledge graph tutorials, projects and communities.
Implementations of Embedding-based methods for Knowledge Base Completion tasks
Updated
Aug 11, 2020
Python
A knowledge graph and a set of tools for drug repurposing
Updated
Jun 26, 2020
Jupyter Notebook
Updated
Oct 11, 2018
Python
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (In Pytorch and Tensorflow)
Updated
Aug 12, 2020
Python
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
Updated
May 17, 2020
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
The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.
Updated
Jun 13, 2020
Python
Source code and datasets of EMNLP2018 paper: "Differentiating Concepts and Instances for Knowledge Graph Embedding".
STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)
AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
Updated
Jul 29, 2020
Python
Transformer-based Relational Memory for Knowledge Graph Embeddings (ACL 2020) (in Pytorch and Tensorflow)
Updated
Jul 21, 2020
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
Implementation of TransE model in PyTorch.
Updated
Jan 28, 2020
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
Sep 18, 2020
Python
A collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods
Python implementation of "Data-dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion [Manabe+. 2018]"
Updated
Feb 25, 2018
Python
DeepPath - A Deep Reinforcement Learning Method for Knowledge Graph Reasoning using TensorForce
Updated
May 8, 2018
Python
A literature review for constructing and using knowledge graphs in a biomedical setting.
Updated
May 22, 2020
HTML
🤖 A Python Package for generating new patient representations driven by data and prior knowledge
Updated
Aug 23, 2020
Python
LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)
Updated
Jun 28, 2020
Python
Combining Image Recognition with Knowledge Graph Embedding for Learning Semantic Attribute of Images
Updated
Aug 22, 2020
Python
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
Updated
Jan 15, 2019
Python
Simple-Question Answering based on Knowledge Graph Embeddings
Updated
Dec 26, 2019
Python
Improve this page
Add a description, image, and links to the
knowledge-graph-embeddings
topic page so that developers can more easily learn about it.
Curate this topic
Add this topic to your repo
To associate your repository with the
knowledge-graph-embeddings
topic, visit your repo's landing page and select "manage topics."
Learn more
You can’t perform that action at this time.
You signed in with another tab or window. Reload to refresh your session.
You signed out in another tab or window. Reload to refresh your session.
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)
It would be interesting to test updated implementations of models using complex numbers such as RotatE and ComplEx to see if we can make them more elegant using this new trick