pub trait SquareMatrixwhere
    Self::Scalar: BaseFloat,
    Self: One + Product<Self> + Matrix<Column = Self::ColumnRow, Row = Self::ColumnRow, Transpose = Self> + Mul<Self::ColumnRow, Output = Self::ColumnRow> + Mul<Self, Output = Self>,{
    type ColumnRow: VectorSpace<Scalar = Self::Scalar> + Array<Element = Self::Scalar>;

    // Required methods
    fn from_value(value: Self::Scalar) -> Self;
    fn from_diagonal(diagonal: Self::ColumnRow) -> Self;
    fn transpose_self(&mut self);
    fn determinant(&self) -> Self::Scalar;
    fn diagonal(&self) -> Self::ColumnRow;
    fn invert(&self) -> Option<Self>;
    fn is_diagonal(&self) -> bool;
    fn is_symmetric(&self) -> bool;

    // Provided methods
    fn identity() -> Self { ... }
    fn trace(&self) -> Self::Scalar { ... }
    fn is_invertible(&self) -> bool { ... }
    fn is_identity(&self) -> bool { ... }
}
Expand description

A column-major major matrix where the rows and column vectors are of the same dimensions.

Required Associated Types§

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type ColumnRow: VectorSpace<Scalar = Self::Scalar> + Array<Element = Self::Scalar>

The row/column vector of the matrix.

This is used to constrain the column and rows to be of the same type in lieu of equality constraints being implemented for where clauses. Once those are added, this type will likely go away.

Required Methods§

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fn from_value(value: Self::Scalar) -> Self

Create a new diagonal matrix using the supplied value.

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fn from_diagonal(diagonal: Self::ColumnRow) -> Self

Create a matrix from a non-uniform scale

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fn transpose_self(&mut self)

Transpose this matrix in-place.

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fn determinant(&self) -> Self::Scalar

Take the determinant of this matrix.

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fn diagonal(&self) -> Self::ColumnRow

Return a vector containing the diagonal of this matrix.

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fn invert(&self) -> Option<Self>

Invert this matrix, returning a new matrix. m.mul_m(m.invert()) is the identity matrix. Returns None if this matrix is not invertible (has a determinant of zero).

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fn is_diagonal(&self) -> bool

Test if this is a diagonal matrix. That is, every element outside of the diagonal is 0.

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fn is_symmetric(&self) -> bool

Test if this matrix is symmetric. That is, it is equal to its transpose.

Provided Methods§

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fn identity() -> Self

The identity matrix. Multiplying this matrix with another should have no effect.

Note that this is exactly the same as One::one. The term ‘identity matrix’ is more common though, so we provide this method as an alternative.

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fn trace(&self) -> Self::Scalar

Return the trace of this matrix. That is, the sum of the diagonal.

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fn is_invertible(&self) -> bool

Test if this matrix is invertible.

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fn is_identity(&self) -> bool

Test if this matrix is the identity matrix. That is, it is diagonal and every element in the diagonal is one.

Implementors§