Crate lau_network_science 

lau-network-science

A comprehensive network science library implementing models, centrality measures, community detection, epidemic spreading, and agent social network analysis.

Re-exports

pub use graph::Graph;

pub use graph::DirectedGraph;

pub use models::erdos_renyi;

pub use models::barabasi_albert;

pub use models::watts_strogatz;

pub use centrality::degree_centrality;

pub use centrality::betweenness_centrality;

pub use centrality::closeness_centrality;

pub use centrality::eigenvector_centrality;

pub use centrality::pagerank;

pub use community::louvain;

pub use community::label_propagation;

pub use small_world::average_path_length;

pub use small_world::clustering_coefficient;

pub use small_world::small_world_coefficient;

pub use assortativity::degree_assortativity;

pub use assortativity::mixing_matrix;

pub use resilience::node_percolation;

pub use resilience::edge_percolation;

pub use resilience::targeted_attack;

pub use epidemic::sir_model;

pub use epidemic::sis_model;

pub use epidemic::epidemic_threshold;

pub use degree_distribution::power_law_fit;

pub use degree_distribution::is_scale_free;

pub use degree_distribution::degree_histogram;

pub use agent_network::AgentNetwork;

pub use agent_network::AgentNetworkAnalyzer;

Modules

agent_network

Agent social network modeling and analysis.

assortativity

Assortativity and mixing patterns.

centrality

Centrality measures.

community

Community detection algorithms.

degree_distribution

Degree distribution analysis.

epidemic

Epidemic spreading models on networks.

graph

models

Network generation models.

resilience

Network resilience: percolation, attacks.

small_world

Small-world properties.