Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
-
Updated
Apr 25, 2024 - Python
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
🤖 A Python library for learning and evaluating knowledge graph embeddings
A curated list of awesome knowledge graph tutorials, projects and communities.
A knowledge graph and a set of tools for drug repurposing
[Tool] For Knowledge Graph Representation Learning
Implementations of Embedding-based methods for Knowledge Base Completion tasks
The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
Implementation of TransE model in PyTorch.
SimplE Embedding for Link Prediction in Knowledge Graphs
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia
Code of the paper: Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks.
[Paper][Preprint 2023] Making Large Language Models Perform Better in Knowledge Graph Completion
WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information
AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)
Source code and datasets of EMNLP2018 paper: "Differentiating Concepts and Instances for Knowledge Graph Embedding".
Add a description, image, and links to the knowledge-graph-embeddings topic page so that developers can more easily learn about it.
To associate your repository with the knowledge-graph-embeddings topic, visit your repo's landing page and select "manage topics."