pub struct SemanticKMeans { /* private fields */ }Expand description
Semantic K-means clustering for text data
Implementations§
Source§impl SemanticKMeans
impl SemanticKMeans
Sourcepub fn new(config: SemanticClusteringConfig) -> Self
pub fn new(config: SemanticClusteringConfig) -> Self
Create a new semantic K-means clusterer
Sourcepub fn fit(&mut self, text_repr: &TextRepresentation) -> Result<()>
pub fn fit(&mut self, text_repr: &TextRepresentation) -> Result<()>
Fit the model to text data
Sourcepub fn predict(&self, text_repr: &TextRepresentation) -> Result<Array1<usize>>
pub fn predict(&self, text_repr: &TextRepresentation) -> Result<Array1<usize>>
Predict cluster assignments for new text data
Sourcepub fn cluster_centers(&self) -> Option<&Array2<f64>>
pub fn cluster_centers(&self) -> Option<&Array2<f64>>
Get cluster centroids
Sourcepub fn n_iterations(&self) -> Option<usize>
pub fn n_iterations(&self) -> Option<usize>
Get number of iterations performed
Auto Trait Implementations§
impl Freeze for SemanticKMeans
impl RefUnwindSafe for SemanticKMeans
impl Send for SemanticKMeans
impl Sync for SemanticKMeans
impl Unpin for SemanticKMeans
impl UnwindSafe for SemanticKMeans
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