chihming / awesome-network-embedding
A curated list of network embedding techniques.
☆2,609Updated 4 years ago
Alternatives and similar repositories for awesome-network-embedding:
Users that are interested in awesome-network-embedding are comparing it to the libraries listed below
- Must-read papers on network representation learning (NRL) / network embedding (NE)☆2,526Updated 4 years ago
- ☆1,284Updated last year
- An Open-Source Package for Network Embedding (NE)☆1,696Updated last year
- DeepWalk - Deep Learning for Graphs☆2,711Updated last year
- ☆2,658Updated 2 years ago
- GraphVite: A General and High-performance Graph Embedding System☆1,246Updated 9 months ago
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,787Updated 2 years ago
- Curated list of 2vec-type embedding models☆921Updated 2 years ago
- Representation learning on large graphs using stochastic graph convolutions.☆3,488Updated 7 months ago
- A curated list of community detection research papers with implementations.☆2,358Updated last year
- Generate embeddings from large-scale graph-structured data.☆3,402Updated last year
- Implementation of the node2vec algorithm.☆1,260Updated 7 months ago
- Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)☆1,533Updated 3 years ago
- StellarGraph - Machine Learning on Graphs☆2,988Updated 11 months ago
- Implementation of Graph Auto-Encoders in TensorFlow☆1,675Updated 5 years ago
- This repository provides a reference implementation of struc2vec.☆388Updated last year
- LINE: Large-scale information network embedding☆1,050Updated 8 months ago
- Keras-based implementation of Relational Graph Convolutional Networks☆804Updated 5 years ago
- A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).☆911Updated 2 years ago
- Simple reference implementation of GraphSAGE.☆1,011Updated 4 years ago
- A comprehensive collection of recent papers on graph deep learning☆3,082Updated 4 years ago
- Implementation and experiments of graph embedding algorithms.☆3,782Updated last year
- This is a implementation of SDNE (Structural Deep Network embedding)☆321Updated 3 years ago
- Papers on Graph neural network(GNN)☆761Updated last year
- High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.☆1,296Updated last year
- Semi-supervised learning with graph embeddings☆906Updated 5 years ago
- PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.☆1,167Updated last year
- KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019☆1,101Updated 4 years ago
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,319Updated 2 years ago
- Materials for DGL hands-on tutorial in WWW 2020☆502Updated 3 years ago