Module matmul 

Matrix multiplication and tensor contraction

use mdarray::tensor;
use mdarray_linalg::prelude::*;
use mdarray_linalg::Naive;

let a = tensor![[1., 2.], [3., 4.]].into_dyn(); // requires dynamic tensor
let b = tensor![[5., 6.], [7., 8.]].into_dyn();

let expected_all = tensor![[70.0]].into_dyn();
let result_all = Naive.contract_all(&a, &b).eval();
let result_contract_k = Naive.contract_n(&a, &b, 2).eval();
assert_eq!(result_contract_k, expected_all);

let expected_matmul = tensor![[19., 22.], [43., 50.]].into_dyn();
let result_specific = Naive
    .contract(&a, &b, vec![1], vec![0])
    .eval();
assert_eq!(result_specific, expected_matmul);

Enums

Axes

Side

Specifies whether the left or right matrix has the special property

Triangle

Specifies whether a matrix is lower or upper triangular

Type

Identifies the structural type of a matrix (Hermitian, symmetric, or triangular)

Traits

ContractBuilder

Builder interface for configuring tensor contraction operations

MatMul

Matrix-matrix multiplication and related operations

MatMulBuilder

Builder interface for configuring matrix-matrix operations

Functions

_contract

Helper for implementing contraction through matrix multiplication