CommunityResult

oxirs_embed::community_detection

Struct CommunityResult 

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pub struct CommunityResult {
    pub assignments: HashMap<String, usize>,
    pub num_communities: usize,
    pub community_sizes: Vec<usize>,
    pub modularity: f32,
    pub coverage: f32,
    pub communities: HashMap<usize, HashSet<String>>,
}
Expand description

Community detection result

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§assignments: HashMap<String, usize>

Community assignments (entity_id -> community_id)

§num_communities: usize

Number of communities found

§community_sizes: Vec<usize>

Community sizes

§modularity: f32

Modularity score (quality metric)

§coverage: f32

Coverage (fraction of edges within communities)

§communities: HashMap<usize, HashSet<String>>

Community members (community_id -> set of entity_ids)

Trait Implementations§

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impl Clone for CommunityResult

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fn clone(&self) -> CommunityResult

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for CommunityResult

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for CommunityResult

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for CommunityResult

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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