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GitHub topics: dynamic-network-embedding

SpaceLearner/Awesome-DynamicGraphLearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

Language: Shell - Size: 176 KB - Last synced at: 18 days ago - Pushed at: 27 days ago - Stars: 655 - Forks: 86

Shiwen-Yang/ABCDPRGM

Codebase for simulating and estimating the Attractor-Based Coevolving Dot Product Random Graph Model (ABCDPRGM), a dynamic network model for analyzing polarization and flocking in graph data. Includes synthetic experiments and real-data analysis using Age of Empires IV ranked match data.

Language: Jupyter Notebook - Size: 114 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

rootlu/MMDNE

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

Language: Python - Size: 1.21 MB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 37 - Forks: 14

pietrocinaglia/dante

DANTE is a software tool for pairwise alignment of dynamic networks. It computes the topological node similarities via temporal embedding.

Size: 524 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1

rootlu/DyHNE

Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"

Language: Jupyter Notebook - Size: 3.17 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 34 - Forks: 8

houchengbin/SG-EDNE

SG-EDNE: Skip-Gram based Ensembles Dynamic Network Embedding (for our paper "Robust Dynamic Network Embedding via Ensembles")

Language: Python - Size: 5.98 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1

houchengbin/GloDyNE

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

Language: Python - Size: 26.7 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 17

GemsLab/node2bits

Compact time- and attribute-aware node representations

Language: Python - Size: 36.1 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 6

Related Keywords
dynamic-network-embedding 8 network-embedding 4 dynamic-networks 4 temporal-networks 3 dynamic-graph-embedding 2 network-alignment 1 heterogeneous-information-networks 1 ieee-tkde-paper 1 meta-path 1 ensemble-learning 1 graph-embedding 1 time-evolving-networks 1 entity-resolution 1 heterogeneous-network 1 identity-stitching 1 representation-learning 1 user-stitching 1 embeddings 1 biological-networks 1 alignment 1 cikm2019 1 statistical-models 1 riemannian-optimization 1 network-analysis 1 temporal-network 1 temporal-graph 1 graph-neural-networks 1 graph-neural-network 1 deep-learning 1