Topic: "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: 3 days ago - Pushed at: 3 months ago - Stars: 672 - Forks: 87
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: almost 4 years ago - Stars: 52 - Forks: 17
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: about 2 months ago - Pushed at: over 3 years ago - Stars: 37 - Forks: 14
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: almost 4 years ago - Stars: 7 - Forks: 1
GemsLab/node2bits
Compact time- and attribute-aware node representations
Language: Python - Size: 36.1 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 6
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: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
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: 6 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1
