A curated list of network embedding techniques.
☆34Jul 17, 2020Updated 5 years ago
Alternatives and similar repositories for awesome-network-embedding
Users that are interested in awesome-network-embedding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .☆11Sep 19, 2022Updated 3 years ago
- A generator for unit disk graphs conditioned on concave hull cover.☆10Aug 14, 2022Updated 3 years ago
- A list of data mining and machine learning papers that I implemented in 2019.☆21Dec 28, 2019Updated 6 years ago
- A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)☆26Aug 11, 2022Updated 3 years ago
- An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).☆35Sep 19, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Diver…☆49Aug 14, 2022Updated 3 years ago
- A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).☆82Nov 6, 2022Updated 3 years ago
- A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).☆71Mar 18, 2023Updated 3 years ago
- An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).☆62Aug 14, 2022Updated 3 years ago
- A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).☆88Mar 18, 2023Updated 3 years ago
- An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)☆69Nov 6, 2022Updated 3 years ago
- A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks"…☆127Nov 6, 2022Updated 3 years ago
- Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.☆127Nov 6, 2022Updated 3 years ago
- A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)☆212Nov 6, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".☆189Mar 18, 2023Updated 3 years ago
- An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)☆132Nov 6, 2022Updated 3 years ago
- A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).☆275Nov 6, 2022Updated 3 years ago
- The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).☆258Nov 6, 2022Updated 3 years ago
- A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).☆169Nov 6, 2022Updated 3 years ago
- A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).☆207Mar 18, 2023Updated 3 years ago
- The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)☆184Sep 19, 2022Updated 3 years ago
- A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).☆214Jun 6, 2023Updated 2 years ago
- A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).☆276Mar 18, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).☆326Nov 6, 2022Updated 3 years ago
- A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).☆374Nov 6, 2022Updated 3 years ago
- An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).☆406Nov 6, 2022Updated 3 years ago
- A repository of pretty cool datasets that I collected for network science and machine learning research.☆652Dec 20, 2025Updated 5 months ago
- A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).☆935Nov 6, 2022Updated 3 years ago
- A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)☆606Mar 18, 2023Updated 3 years ago
- A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).☆806Nov 6, 2022Updated 3 years ago
- A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).☆813Jan 12, 2023Updated 3 years ago
- A curated list of Monte Carlo tree search papers with implementations.☆702Jan 13, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).☆1,278Mar 18, 2023Updated 3 years ago
- A notebook containing implementations of different graph deep node embeddings along with benchmark graph neural network models in tensorf…☆13Jul 17, 2021Updated 4 years ago
- A collection of research papers on decision, classification and regression trees with implementations.☆2,470Dec 28, 2025Updated 5 months ago
- A TensorFlow Implementation of GraLSP: Graph Neural Networks with Local Structural Patterns, In AAAI, 2020.☆12Jun 25, 2020Updated 5 years ago
- the Implementation of "Structural Deep Embedding for Hyper-Networks"(AAA20I8)☆48Feb 25, 2019Updated 7 years ago
- [NBME] Interpretable identification of cancer genes across biological networks via transformer-powered graph representation learning☆24Sep 2, 2025Updated 8 months ago
- A python wrapper for the PROPACK library☆51Feb 24, 2017Updated 9 years ago