benedekrozemberczki / GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
☆255Updated 2 years ago
Alternatives and similar repositories for GEMSEC:
Users that are interested in GEMSEC are comparing it to the libraries listed below
- A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).☆324Updated 2 years ago
- An implementation of "Community Preserving Network Embedding" (AAAI 2017)☆121Updated 2 years ago
- A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".☆183Updated last year
- Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec☆185Updated 5 years ago
- A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).☆212Updated last year
- Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.☆126Updated 2 years ago
- A curated list of network embedding techniques.☆34Updated 4 years ago
- Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".☆174Updated last year
- Source code for EvalNE, a Python library for evaluating Network Embedding methods.☆106Updated 10 months ago
- ☆172Updated 6 years ago
- Representation learning for link prediction within social networks☆347Updated 6 years ago
- This repository provides a reference implementation of struc2vec.☆387Updated last year
- An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)☆132Updated 2 years ago
- A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).☆166Updated 2 years ago
- A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).☆87Updated last year
- A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).☆82Updated 2 years ago
- A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).☆74Updated 2 years ago
- This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".☆155Updated 7 years ago
- A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).☆271Updated last year
- A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).☆366Updated 2 years ago
- An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)☆70Updated 2 years ago
- A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)☆209Updated 2 years ago
- A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).☆64Updated 2 years ago
- A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).☆271Updated 2 years ago
- Easy link prediction tool☆141Updated 2 months ago
- ☆348Updated 4 years ago
- A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).☆202Updated last year
- Code for the AAAI 2018 Paper "HARP: Hierarchical Representation Learning for Networks"☆115Updated last year
- A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks"…☆124Updated 2 years ago
- Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)☆255Updated 5 years ago