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Network Science

12 projects

Showing 12 of 12 projects

Network Analysis
Network AnalysisR

A curated list of resources for constructing, analyzing, and visualizing network data across various disciplines.

#semantic-networks#data-science#complex-networks
Stars4.1k
Forks637
Last commit3 months ago
Awesome Network Analysis
Awesome Network AnalysisR

A curated list of awesome resources for constructing, analyzing, and visualizing network data across various disciplines.

#scientific-computing#semantic-networks#complex-networks
Stars4.1k
Forks637
Last commit3 months ago
pytorch_geometric_temporal
pytorch_geometric_temporalPython

A PyTorch library for spatiotemporal signal processing with dynamic and temporal graph neural networks.

#graph-neural-networks#temporal-graphs#deep-learning
Stars3.0k
Forks405
Last commit1 month ago
Awesome community detection
Awesome community detectionPython

A curated list of community detection research papers with implementations.

#networkx#igraph#embedding
Stars2.4k
Forks358
Last commit7 months ago
Karate Club - An unsupervised machine learning library for graph structured data
Karate Club - An unsupervised machine learning library for graph structured dataPython

An API-oriented Python framework for unsupervised learning on graphs, featuring node/graph embeddings and community detection.

#deepwalk#networkx#python-library
Stars2.3k
Forks256
Last commit2 years ago
on GitHub
on GitHubJupyter Notebook

Educational materials for the textbook 'A First Course in Network Science', including Python tutorials, datasets, and Jupyter notebooks.

#networkx#indiana-university#python-tutorials
Stars436
Forks195
Last commit2 years ago
Complexity Explained
Complexity Explained

A curated list of resources for studying complex systems science, covering concepts, models, software, and communities.

#emergence#research-tools#interdisciplinary-science
Stars288
Forks20
Last commit1 year ago
Complex Systems
Complex Systems

A curated list of resources for studying complex systems science, covering concepts, models, software, and literature.

#simulation#emergence#research-tools
Stars288
Forks20
Last commit1 year ago
Network Science CheatSheets
Network Science CheatSheetsJupyter Notebook

A collection of open-source LaTeX cheatsheets and resources for teaching network science concepts across disciplines.

#educational-resources#complex-networks#latex-templates
Stars27
Forks3
Last commit3 years ago
Social Network and Network Science Co-Citations Across Disciplines in 1996-2013
Social Network and Network Science Co-Citations Across Disciplines in 1996-2013R

R code to generate co-citation networks for social network analysis and network science research across disciplines using Web of Science data.

#co-citation-networks#igraph#bibliometrics
Stars22
Forks12
Last commit11 years ago
npartite
npartitePython

A Python package for community detection algorithms in n-partite networks, including modularity optimization and synthetic network generation.

#synthetic-networks#bipartite-networks#python-library
Stars12
Forks6
Last commit6 years ago
Network Science: Models, Mathematics, and Computation
Network Science: Models, Mathematics, and ComputationTeX

Undergraduate lecture notes in network science with custom CSS and live-coding notebooks via Google Colab.

#google-colab#education#lecture-notes
Stars6
Forks1
Last commit2 months ago

Related Tags

#Complex Networks4#Network Analysis4#Social Network Analysis3#Network Visualization3#Awesome List3#Community Detection3#Social Networks3#Datasets3#Research Tools3#Jupyter Notebooks3#Machine Learning3#Networkx3
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