gemsec

There are 0 repository under gemsec topic.

graph2vec
benedekrozemberczki / graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
graph2vec subgraph2vec graph-wavelet graph-embedding node-embedding deepwalk word2vec node2vec struc2vec graph-kernel weisfeiler-lehman kernel matrix-factorization implicit-matrix-factorization noise-contrastive-estimation diff2vec gemsec machine-learning unsupervised-learning transformer
Language:Python 876
ClusterGCN
benedekrozemberczki / ClusterGCN
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
gcn graph-convolution graph-neural-networks graph-convolutional-networks deepwalk node2vec pytorch graphsage graph2vec musae gemsec diff2vec community-detection clustering graph-clustering node-classification neural-network deep-learning metis louvain
Language:Python 774
GEMSEC
benedekrozemberczki / GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec
Language:Python 249
DANMF
benedekrozemberczki / DANMF
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec
Language:Python 200
MUSAE
benedekrozemberczki / MUSAE
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
aane asne asonam attributed-embedding deep-learning deepwalk embedding gemsec gensim graph-embedding graph-neural-network implicit-factorization musae network-analysis network-embedding node-embedding node2vec tadw walklets word2vec
Language:Python 144
EdMot
benedekrozemberczki / EdMot
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
louvain community-detection graph-clustering networkx graph-partitioning gemsec deepwalk graph2vec deep-learning motif network-motif graph-motif graph-deco graph-algorithm igraph node2vec graph-embedding network-embedding gcn gnn
Language:Python 132
BANE
benedekrozemberczki / BANE
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
tadw fscnmf musae deepwalk node2vec icdm graph embedding word2vec line lane factorization svd bane node dimensionality-reduction graph2vec diff2vec gemsec tridnr
Language:Python 86
ASNE
benedekrozemberczki / ASNE
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
node2vec deepwalk node-embedding graph-embedding network-embedding word2vec aane asne tensorflow embedding 2vec attributed-embedding diff2vec gemsec attributed dimensionality-reduction data-science representation-learning factorization feature-extraction
Language:Python 79