Struct LouvainCommunity 

pub struct LouvainCommunity { /* private fields */ }

Louvain community detection kernel.

Multi-level modularity optimization using greedy local moves.

Implementations

impl LouvainCommunity

pub fn new() -> Self

Create a new Louvain community detection kernel.

pub fn compute( graph: &CsrGraph, max_iterations: u32, min_modularity_gain: f64, ) -> CommunityResult

Run Louvain algorithm for community detection.

Arguments

• graph - Input graph
• max_iterations - Maximum number of passes over all nodes
• min_modularity_gain - Stop if modularity improvement is below this threshold

Trait Implementations

impl Clone for LouvainCommunity

fn clone(&self) -> LouvainCommunity

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for LouvainCommunity

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for LouvainCommunity

fn default() -> Self

Returns the “default value” for a type.

impl GpuKernel for LouvainCommunity

fn metadata(&self) -> &KernelMetadata

Returns the kernel metadata.

fn validate(&self) -> Result<(), KernelError>

Validate kernel configuration.

fn id(&self) -> &str

Returns the kernel ID.

fn requires_gpu_native(&self) -> bool

Returns true if this kernel requires GPU-native execution.