A repository of pretty cool datasets that I collected for network science and machine learning research.
☆651Dec 20, 2025Updated 2 months ago
Alternatives and similar repositories for datasets
Users that are interested in datasets are comparing it to the libraries listed below
Sorting:
- An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".☆20Aug 14, 2022Updated 3 years ago
- A curated list of network embedding techniques.☆34Jul 17, 2020Updated 5 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
- Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .☆11Sep 19, 2022Updated 3 years ago
- A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)☆26Aug 11, 2022Updated 3 years ago
- An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)☆69Nov 6, 2022Updated 3 years ago
- A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).☆85Mar 18, 2023Updated 2 years ago
- A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks"…☆126Nov 6, 2022Updated 3 years ago
- A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).☆82Nov 6, 2022Updated 3 years ago
- The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)☆182Sep 19, 2022Updated 3 years ago
- Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)☆2,275Jul 17, 2024Updated last year
- An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).☆35Sep 19, 2022Updated 3 years ago
- A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).☆65Nov 6, 2022Updated 3 years ago
- A curated list of community detection research papers with implementations.☆2,430Dec 20, 2025Updated 2 months ago
- An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)☆133Nov 6, 2022Updated 3 years ago
- Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.☆127Nov 6, 2022Updated 3 years ago
- A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Diver…☆48Aug 14, 2022Updated 3 years ago
- An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).☆61Aug 14, 2022Updated 3 years ago
- A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).☆168Nov 6, 2022Updated 3 years ago
- A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).☆212Jun 6, 2023Updated 2 years ago
- An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).☆405Nov 6, 2022Updated 3 years ago
- A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).☆276Mar 18, 2023Updated 2 years ago
- A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).☆74Sep 19, 2022Updated 3 years ago
- An implementation of "Community Preserving Network Embedding" (AAAI 2017)☆121Nov 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
- 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 collection of important graph embedding, classification and representation learning papers with implementations.☆4,806Mar 18, 2023Updated 2 years ago
- A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).☆207Mar 18, 2023Updated 2 years ago
- A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).☆71Mar 18, 2023Updated 2 years ago
- The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).☆258Nov 6, 2022Updated 3 years ago
- A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".☆189Mar 18, 2023Updated 2 years ago
- StellarGraph - Machine Learning on Graphs☆3,042Apr 10, 2024Updated last year
- A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).☆274Nov 6, 2022Updated 3 years ago
- A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).☆932Nov 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
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,075May 6, 2025Updated 10 months ago
- A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).☆105Mar 18, 2023Updated 2 years ago
- Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)☆713Dec 20, 2025Updated 2 months ago