implicit-factorization

There are 0 repository under implicit-factorization topic.

AttentionWalk
benedekrozemberczki / AttentionWalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
pytorch torch attention deepwalk node2vec word2vec matrix-factorization deep-learning structural-attention walklet graph-representation-learning sklearn tensorflow nips neurips graph-attention implicit-factorization graph-neural-networks neurips-2018 machine-learning
Language:Python 312
GEMSEC
benedekrozemberczki / GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering m-nmf deepwalk node2vec word2vec tensorflow gemsec facebook deezer community-detection matrix-factorization implicit-factorization embedding neural-network semisupervised-learning unsupervised-learning gensim machine-learning network-embedding graph-embedding
Language:Python 249
Splitter
benedekrozemberczki / Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
deepwalk pytorch node2vec gensim ego-splitting machine-learning word2vec factorization implicit-factorization deep-learning deep-neural-network graph-neural-network node-embedding community-detection overlapping-community-detection clustering network-embedding graph-embedding word-vector graph-representation-learning
Language:Python 206
role2vec
benedekrozemberczki / role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
gensim struc2vec deepwalk node2vec network-embedding graph-embedding node-embedding pytorch tensorflow machine-learning research sklearn weisfeiler-lehman graph-neural-network deep-learning graph-wavelet network-science representation-learning word2vec implicit-factorization
Language:Python 163
MUSAE
benedekrozemberczki / MUSAE
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
musae attributed-embedding node-embedding graph-embedding network-embedding gensim deepwalk node2vec tadw asne aane word2vec asonam walklets gemsec embedding network-analysis deep-learning implicit-factorization graph-neural-network
Language:Python 144
M-NMF
benedekrozemberczki / M-NMF
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
m-nmf nmf matrix-factorization struc2vec come community-detection clustering implicit-factorization factorization deepwalk laplacian machine-learning semisupervised-learning neural-network tensorflow representation-learning unsupervised-learning deep-learning node2vec mnmf
Language:Python 119
diff2vec
benedekrozemberczki / diff2vec
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
diff2vec deepwalk node2vec struc2vec gensim tensorflow unsupervised-learning graph-embedding node-embedding network-embedding embedding factorization diffusion implicit-factorization machine-learning deep-learning semisupervised-learning neural-network complex-networks embeddings
Language:Python 118
TENE
benedekrozemberczki / TENE
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
deep-learning network-embedding machine-learning node-embedding attributed-embedding deepwalk node2vec graph-convolution graph-neural-network matrix-factorization implicit-factorization feature-extraction pattern-recognition asne tadw tensorflow pytorch graph-embedding matrix-decomposition node-classification
Language:Python 71
benedekrozemberczki / RolX
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
deepwalk node2vec rolx refex struc2vec word2vec gensim tensorflow unsupervised-learning graph-embedding node-embedding factorization implicit-factorization structural-embedding machine-learning deep-learning semisupervised-learning matrix-factorization embedding graph-mining
Language:Python 61
benedekrozemberczki / GRAF
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
deepwalk node2vec struc2vec word2vec tensorflow unsupervised-learning graph-embedding node-embedding factorization implicit-factorization machine-learning semisupervised-learning matrix-factorization clustering graph embedding structural-embedding community community-detection
Language:Python 10
muksiddheswar / Hybrid-Recommender-System
Collaborative and Content based Recommendation System ( POC with additional business logic )
recommender-system recommendation-system similarity cosine-similarity similarity-matrix implicit-factorization similarity-detection collaborative-filtering content-based-recommendation ts-ss scikitlearn-machine-learning
Language:Python 1