Module least_squares

Source
Expand description

Least squares submodule containing specialized algorithms and loss functions

Re-exports§

pub use main::least_squares;
pub use main::Method;
pub use main::Options;
pub use robust::robust_least_squares;
pub use robust::BisquareLoss;
pub use robust::CauchyLoss;
pub use robust::HuberLoss;
pub use robust::RobustLoss;
pub use robust::RobustOptions;
pub use weighted::weighted_least_squares;
pub use weighted::WeightedOptions;
pub use bounded::bounded_least_squares;
pub use bounded::BoundedOptions;
pub use separable::separable_least_squares;
pub use separable::LinearSolver;
pub use separable::SeparableOptions;
pub use separable::SeparableResult;
pub use total::total_least_squares;
pub use total::TLSMethod;
pub use total::TotalLeastSquaresOptions;
pub use total::TotalLeastSquaresResult;
pub use sparse::lsqr;
pub use sparse::sparse_least_squares;
pub use sparse::SparseInfo;
pub use sparse::SparseMatrix;
pub use sparse::SparseOptions;
pub use sparse::SparseResult;

Modules§

bounded
Bounded-variable least squares optimization
main
Least squares optimization
robust
Robust least squares methods
separable
Separable least squares for partially linear problems
sparse
Sparsity-aware algorithms for large-scale least squares problems
total
Total least squares (errors-in-variables)
weighted
Weighted least squares optimization