SublinearNeumannSolver

strange_loop::sublinear_solver

Struct SublinearNeumannSolver 

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pub struct SublinearNeumannSolver { /* private fields */ }
Expand description

Sublinear Neumann solver with guaranteed O(log n) complexity

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impl SublinearNeumannSolver

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pub fn new(config: SublinearConfig) -> Self

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pub fn verify_sublinear_conditions( &self, matrix: &[Vec<Precision>], ) -> Result<ComplexityBound>

Verify sublinear conditions for matrix

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pub fn solve_sublinear_guaranteed( &self, matrix: &[Vec<Precision>], b: &[Precision], ) -> Result<SublinearNeumannResult>

Solve with guaranteed sublinear complexity

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pub fn page_rank_sublinear( &self, adjacency: &[Vec<Precision>], damping: Precision, personalized: Option<&[Precision]>, ) -> Result<Vec<Precision>>

PageRank computation with sublinear complexity

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pub fn analyze_complexity( &self, matrix: &[Vec<Precision>], ) -> Result<HashMap<String, Precision>>

Analyze matrix complexity bounds

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