Struct DistributedDiscriminantAnalysis 

pub struct DistributedDiscriminantAnalysis { /* private fields */ }

Distributed discriminant analysis across multiple nodes

Implementations

impl DistributedDiscriminantAnalysis

pub fn new( node_id: usize, total_nodes: usize, config: AsyncOptimizationConfig, ) -> Self

Create a new distributed trainer

pub fn train_local_partition( &self, x_local: Array2<Float>, y_local: Array1<usize>, lda_config: LinearDiscriminantAnalysisConfig, ) -> Result<HashMap<String, Array2<Float>>>

Train on local data partition

pub fn aggregate_parameters( &self, local_params: HashMap<String, Array2<Float>>, _all_node_params: Vec<HashMap<String, Array2<Float>>>, ) -> Result<HashMap<String, Array2<Float>>>

Simulate parameter aggregation across nodes