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8 search results found

Dynamic Network Analysis library

TILES: an algorithm for community discovery in dynamic social networks

GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718

Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"

Timlinucb ⭐ 10

Temporal IMLinUCB - a solution for Online Influence Maximization problem in Temporal Networks (based on IMLinUCB)

Dynetlsm ⭐ 10

DynetLSM: latent space models for dynamic networks

Mcbook_individual Collective_graphmining ⭐ 7

Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"

Chip Network Model ⭐ 6

Python implementation of the CHIP network model, published in NeurIPS 2020.

Provides classes to simulate epidemics on (potentially time-varying) networks using a Gillespie stochastic simulation algorithm or the classic agent based method.

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