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Search results for embeddings matrix factorization

embeddings x
matrix-factorization x
7 search results found
Awesome Community Detection ⭐ 2,232
A curated list of community detection research papers with implementations.
Nimfa ⭐ 498
Nimfa: Nonnegative matrix factorization in Python
Attentionwalk ⭐ 299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Cofactor ⭐ 155
CoFactor: Regularizing Matrix Factorization with Item Co-occurrence
Scikit Fusion ⭐ 143
scikit-fusion: Data fusion via collective latent factor models
Rolx ⭐ 56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Grarep ⭐ 54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Regal ⭐ 54
Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
Tadw ⭐ 50
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Awesome Machine Learning Papers ⭐ 39
📖Notes and remarks on Machine Learning related papers
Nmfadmm ⭐ 39
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
Fscnmf ⭐ 16
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
Graf ⭐ 10
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
Simec ⭐ 10
Similarity Encoder (SimEc) Neural Network Framework for learning low dimensional similarity preserving representations
Glove Tensorflow ⭐ 7
Implementation of GloVe using TensorFlow estimator API
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