Struct F32Matrix 

pub struct F32Matrix { /* private fields */ }

Owned finite f32 matrix stored in row-major order.

Implementations

impl F32Matrix

pub fn new(shape: MatrixShape, values: Vec<f32>) -> Result<Self>

Creates a row-major matrix after shape and finite-value validation.

pub fn zeros(rows: usize, cols: usize) -> Result<Self>

Creates a row-major matrix filled with zeros.

pub fn identity(size: usize) -> Result<Self>

Creates a row-major square identity matrix.

pub fn from_rows<const R: usize, const C: usize>( rows: [[f32; C]; R], ) -> Result<Self>

Builds a matrix from compile-time-sized row arrays.

pub fn shape(&self) -> MatrixShape

Returns the checked row and column dimensions.

pub fn layout(&self) -> MatrixLayout

Returns the matrix storage layout.

pub fn values(&self) -> &[f32]

Borrows the contiguous matrix values.

pub fn into_values(self) -> Vec<f32>

Consumes the matrix and returns its contiguous values.

pub fn as_view(&self) -> F32MatrixView<'_>

Borrows this matrix as a view without copying values.

pub fn row(&self, index: usize) -> Result<RowView<'_>>

Borrows one row, respecting the current matrix layout.

pub fn column(&self, index: usize) -> Result<ColumnView<'_>>

Borrows one column, respecting the current matrix layout.

pub fn matmul(&self, right: &F32MatrixView<'_>) -> Result<Self>

Multiplies this matrix by right.

pub fn matvec(&self, vector: &[f32]) -> Result<DenseVector>

Multiplies this matrix by a finite dense vector.

pub fn transpose_view(&self) -> F32MatrixView<'_>

Creates a transposed view without copying values.

pub fn transpose_owned(&self) -> Result<Self>

Returns a row-major owned transpose of this matrix.

pub fn l2_normalize_rows(&self) -> Result<Self>

Returns a row-major matrix whose rows have unit L2 norm.

pub fn l2_normalize_columns(&self) -> Result<Self>

Returns a row-major matrix whose columns have unit L2 norm.

pub fn pairwise_row_cosine(&self, right: &F32MatrixView<'_>) -> Result<Self>

Computes all pairwise row cosine similarities against right.

pub fn lu_decompose(&self) -> Result<LuDecomposition>

Decomposes this square matrix using LU factorization with partial pivoting.

pub fn determinant(&self) -> Result<f32>

Computes this square matrix determinant through LU decomposition.

pub fn solve_vector(&self, b: &[f32]) -> Result<Vec<f32>>

Solves A x = b for a finite vector b.

pub fn solve_matrix(&self, b: &F32MatrixView<'_>) -> Result<Self>

Solves A X = B for matrix B.

pub fn inverse(&self) -> Result<Self>

Computes this square matrix inverse.

pub fn validate(&self) -> Result<()>

Verifies shape/value count agreement and rejects non-finite values.

Trait Implementations

impl Clone for F32Matrix

fn clone(&self) -> F32Matrix

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for F32Matrix

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for F32Matrix

fn eq(&self, other: &F32Matrix) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl TryFrom<&DenseVector> for F32Matrix

type Error = DetectError

The type returned in the event of a conversion error.

fn try_from(value: &DenseVector) -> Result<Self>

Performs the conversion.

impl TryFrom<&F32Matrix> for F32Tensor

type Error = DetectError

The type returned in the event of a conversion error.

fn try_from(value: &F32Matrix) -> Result<Self>

Performs the conversion.

impl TryFrom<&F32Tensor> for F32Matrix

type Error = DetectError

The type returned in the event of a conversion error.

fn try_from(value: &F32Tensor) -> Result<Self>

Performs the conversion.

impl TryFrom<F32Tensor> for F32Matrix

type Error = DetectError

The type returned in the event of a conversion error.

fn try_from(value: F32Tensor) -> Result<Self>

Performs the conversion.

impl StructuralPartialEq for F32Matrix