GemsLab / MCbook_Individual-Collective_GraphMining
Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"
☆19Updated 4 years ago
Alternatives and similar repositories for MCbook_Individual-Collective_GraphMining:
Users that are interested in MCbook_Individual-Collective_GraphMining are comparing it to the libraries listed below
- Revealing mesocale structures of time-varying networks through non-negative tensor factorization☆45Updated 9 years ago
- This page is a companion for our paper on overfitting and underfitting of community detection methods on real networks, written by Amir G…☆27Updated last year
- Algorithms for learning network structure from effective resistances and other random-walk-based similarities.☆30Updated 7 years ago
- MATLAB code for performing the coalescent embedding☆14Updated last year
- Companion repository for the KDD'18 hands-on tutorial on Higher-Order Data Analytics for Temporal Network Data☆45Updated 6 years ago
- Four of the main kernels on graphs Python implementation.☆16Updated 8 years ago
- A Bayesian model+algorithm for community detection in bipartite networks☆57Updated 4 years ago
- RDyn: graph benchmark handling community dynamics☆23Updated 10 months ago
- Algorithms for local community detection in networks☆25Updated 8 years ago
- Local community detection code that implements the methods used in Think Locally, Act Locally: The Detection of Small, Medium-Sized, and …☆13Updated 6 years ago
- A Python module for detecting, analysing and visualising persistent homological features of complex networks☆30Updated 3 years ago
- MLSS 2016 material.☆22Updated 8 years ago
- Efficient discovery of overlapping communities in massive networks PK Gopalan, DM Blei Proceedings of the National Academy of Sciences 11…☆74Updated 4 years ago
- Dynamic Community Finding☆26Updated 7 years ago
- This is Python source code for the multi-node2vec algorithm for fast embedding of multilayer networks☆39Updated last year
- ☆25Updated 6 years ago
- Implementation of the paper "Community Detection with Graph Neural Networks", by J. Bruna and L. Li☆73Updated 7 years ago
- Implementation of community-based graph embedding for user classification.☆27Updated 5 years ago
- community detection for the whole Twitter graph on a single laptop☆21Updated 7 years ago
- Implementation of the Multiscale Laplacian Graph Kernel☆18Updated 5 years ago
- Multilayer network tensor factorization, for community detection, link prediction and measure layer interdependence.☆42Updated 4 years ago
- Bayesian or-of-and☆34Updated 3 years ago
- Python Benchmarking Framework for the Clustering Algorithms Evaluation: networks generation and shuffling; failover execution and resourc…☆19Updated 6 years ago
- A novel approach to evaluate community detection algorithms on ground truth☆22Updated 3 years ago
- An extended package for clustering similarity☆64Updated 2 months ago
- Code for the icml paper "zero inflated exponential family embedding"☆29Updated 7 years ago
- Deep Graph Kernels☆13Updated 9 years ago
- Reimplementation of deepwalk algorithm from https://github.com/phanein/deepwalk☆38Updated 9 years ago
- Eva: Community Discovery for Labeled Graphs (networkx implementation)☆14Updated 3 years ago
- Metrics And Models for MULTilayer networks☆24Updated 8 years ago