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28 search results found

Pytorch_geometric_temporal ⭐ 2,386

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Awesome Community Detection ⭐ 2,232

A curated list of community detection research papers with implementations.

Karateclub ⭐ 1,950

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

Scikit Mobility ⭐ 653

scikit-mobility: mobility analysis in Python

Littleballoffur ⭐ 651

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

Netgraph ⭐ 595

Publication-quality network visualisations in python

Firstcoursenetworkscience ⭐ 290

Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

Role2vec ⭐ 157

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

CompleX Group Interactions (XGI) is a Python package for higher-order networks.

Hypergraphx ⭐ 145

HGX is a multi-purpose, open-source Python library for higher-order network analysis

The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a set of known money laundering patterns - mainly for the purpose of testing machine learning models and graph algorithms. We welcome you to enhance this effort since the data set related to money laundering is critical to advance detection capabilities of money laundering activities.

Graph_sampling ⭐ 89

Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

TILES: an algorithm for community discovery in dynamic social networks

Datastructure ⭐ 27

Repository for DCA0209, an undergraduate course about Data Structure and Algorithms

Core_periphery_sbm ⭐ 21

Bayesian network models for inferring core-periphery structure

Autologistic Actor Attribute Model (ALAAM) parameter estimation, simulation, and goodness-of-fit

Ai Distillery ⭐ 17

Automatically modelling and distilling knowledge within AI. In other words, summarising the AI research firehose.

The_facebook_scandal ⭐ 17

Network analysis of the Facebook/Cambridge Analytica scandal

Graphmaker ⭐ 17

code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"

DITRAS (DIary-based TRAjectory Simulator), a mathematical model to simulate human mobility

Financial Data Science ⭐ 14

Financial and Investment Data Science: FinDS Python library and examples for applying quantitative and machine learning methods on structured and unstructured financial data sets

Network_diffusion ⭐ 13

Python package for simulation of spreading phenomena in complex networks

Orbitalfeatures ⭐ 13

A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)

A versatile software for modeling epidemics on networks

RDyn: graph benchmark handling community dynamics

MuDCoD: Multi-subject Dynamic Community Detection

Dru - blockchain analysis platform

Analyzing Complex Networks with Python

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