GraRep
Graph embedding method
An implementation of a method for learning graph representations from global structural information in a network
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
64 stars
7 watching
25 forks
Language: Python
last commit: almost 4 years agoLinked from 1 awesome list
aaneasnedeep-learningdeepwalkembeddinggensimgraph-embeddinggraph2vecgrarepmatrix-factorizationnetwork-embeddingnmfnode-embeddingnode2vecrole2vecsingular-value-decompositionsvdtadwwalkletsword2vec
chihming/awesome-network-embeddingRelated projects:
| Repository | Description | Stars |
|---|---|---|
| benedekrozemberczki/role2vec | An implementation of a deep learning-based method for creating vector representations of nodes in a graph | 167 |
| benedekrozemberczki/attentionwalk | An implementation of a deep learning algorithm to generate node embeddings in graphs | 322 |
| benedekrozemberczki/tene | A sparsity-aware implementation of a deep learning algorithm for graph embedding with text information. | 74 |
| benedekrozemberczki/feather | A reference implementation of a method for learning graph node embeddings from graph structure and node features | 47 |
| benedekrozemberczki/bane | A software implementation of a graph embedding algorithm | 87 |
| benedekrozemberczki/musae | Implementation of a method for generating node embeddings in graph data with attributed information | 160 |
| benedekrozemberczki/gemsec | A reference implementation of graph embedding with clustering using deep learning techniques | 253 |
| benedekrozemberczki/walklets | An implementation of an algorithm for learning graph representations from network data | 106 |
| benedekrozemberczki/sine | An implementation of a scalable method for learning node representations in complex networks | 72 |
| benedekrozemberczki/graph2vec | This implementation provides a parallel method for graph representations using distributed learning techniques. | 908 |
| benedekrozemberczki/sgcn | An implementation of a deep learning algorithm for graph data | 270 |
| benedekrozemberczki/diff2vec | A reference implementation of Diffusion2Vec, a method for learning node embeddings from graph data. | 128 |
| benedekrozemberczki/boostedfactorization | An implementation of multi-level network embedding with boosted low-rank matrix approximation | 36 |
| benedekrozemberczki/asne | A software implementation of a method to reduce the dimensionality of attributed graphs | 83 |
| benedekrozemberczki/gam | An implementation of a graph classification model using structural attention and PyTorch | 270 |