Struct opensrdk_linear_algebra::tensor::sparse::SparseTensor

pub struct SparseTensor<T = f64>where
    T: Number,{ /* private fields */ }

Implementations

impl<T> SparseTensor<T>where T: Number,

pub fn mul_kronecker_deltas(&self, deltas: &[KroneckerDelta]) -> Self

impl<T> SparseTensor<T>where T: Number,

pub fn inner_prod(self, rhs: Self, rank_pairs: &[[RankIndex; 2]]) -> Self

impl<T> SparseTensor<T>where T: Number,

pub fn new(sizes: Vec<usize>) -> Self

pub fn from(sizes: Vec<usize>, elems: HashMap<Vec<usize>, T>) -> Self

pub fn is_same_size(&self, other: &SparseTensor<T>) -> bool

pub fn total_size(&self) -> usize

pub fn not_1dimension_ranks(&self) -> usize

pub fn reduce_1dimension_rank(&self) -> Self

pub fn to_vec(&self) -> Vec<T>

pub fn to_mat(&self) -> Matrix<T>

Trait Implementations

impl Add<&Complex<f64>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the + operator.

fn add(self, rhs: &c64) -> Self::Output

Performs the + operation.

impl Add<&SparseTensor<Complex<f64>>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the + operator.

fn add(self, rhs: &SparseTensor<c64>) -> Self::Output

Performs the + operation.

impl Add<&SparseTensor<f64>> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the + operator.

fn add(self, rhs: &SparseTensor<f64>) -> Self::Output

Performs the + operation.

impl Add<&f64> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the + operator.

fn add(self, rhs: &f64) -> Self::Output

Performs the + operation.

impl Add<Complex<f64>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the + operator.

fn add(self, rhs: c64) -> Self::Output

Performs the + operation.

impl Add<SparseTensor<Complex<f64>>> for &SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the + operator.

fn add(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the + operation.

impl Add<SparseTensor<Complex<f64>>> for &c64

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the + operator.

fn add(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the + operation.

impl Add<SparseTensor<Complex<f64>>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the + operator.

fn add(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the + operation.

impl Add<SparseTensor<Complex<f64>>> for c64

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the + operator.

fn add(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the + operation.

impl Add<SparseTensor<f64>> for &SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the + operator.

fn add(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the + operation.

impl Add<SparseTensor<f64>> for &f64

type Output = SparseTensor<f64>

The resulting type after applying the + operator.

fn add(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the + operation.

impl Add<SparseTensor<f64>> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the + operator.

fn add(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the + operation.

impl Add<SparseTensor<f64>> for f64

type Output = SparseTensor<f64>

The resulting type after applying the + operator.

fn add(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the + operation.

impl Add<f64> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the + operator.

fn add(self, rhs: f64) -> Self::Output

Performs the + operation.

impl<T> Clone for SparseTensor<T>where T: Number + Clone,

fn clone(&self) -> SparseTensor<T>

Returns a copy of the value.

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

Performs copy-assignment from source.

impl<T> Debug for SparseTensor<T>where T: Number + Debug,

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

Formats the value using the given formatter.

impl<T> Index<&[usize]> for SparseTensor<T>where T: Number,

type Output = T

The returned type after indexing.

fn index(&self, index: &[usize]) -> &Self::Output

Performs the indexing (container[index]) operation.

impl<T> IndexMut<&[usize]> for SparseTensor<T>where T: Number,

fn index_mut(&mut self, index: &[usize]) -> &mut Self::Output

Performs the mutable indexing (container[index]) operation.

impl Mul<&Complex<f64>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the * operator.

fn mul(self, rhs: &c64) -> Self::Output

Performs the * operation.

impl Mul<&SparseTensor<Complex<f64>>> for &SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the * operator.

fn mul(self, rhs: &SparseTensor<c64>) -> Self::Output

Performs the * operation.

impl Mul<&SparseTensor<Complex<f64>>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the * operator.

fn mul(self, rhs: &SparseTensor<c64>) -> Self::Output

Performs the * operation.

impl<T> Mul<&SparseTensor<T>> for KroneckerDeltawhere T: Number,

type Output = SparseTensor<T>

The resulting type after applying the * operator.

fn mul(self, rhs: &SparseTensor<T>) -> Self::Output

Performs the * operation.

impl<T> Mul<&SparseTensor<T>> for Vec<KroneckerDelta>where T: Number,

type Output = SparseTensor<T>

The resulting type after applying the * operator.

fn mul(self, rhs: &SparseTensor<T>) -> Self::Output

Performs the * operation.

impl Mul<&SparseTensor<f64>> for &SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the * operator.

fn mul(self, rhs: &SparseTensor<f64>) -> Self::Output

Performs the * operation.

impl Mul<&SparseTensor<f64>> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the * operator.

fn mul(self, rhs: &SparseTensor<f64>) -> Self::Output

Performs the * operation.

impl Mul<&f64> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the * operator.

fn mul(self, rhs: &f64) -> Self::Output

Performs the * operation.

impl Mul<Complex<f64>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the * operator.

fn mul(self, rhs: c64) -> Self::Output

Performs the * operation.

impl<T> Mul<KroneckerDelta> for &SparseTensor<T>where T: Number,

type Output = SparseTensor<T>

The resulting type after applying the * operator.

fn mul(self, rhs: KroneckerDelta) -> Self::Output

Performs the * operation.

impl<T> Mul<KroneckerDelta> for SparseTensor<T>where T: Number,

type Output = SparseTensor<T>

The resulting type after applying the * operator.

fn mul(self, rhs: KroneckerDelta) -> Self::Output

Performs the * operation.

impl Mul<SparseTensor<Complex<f64>>> for &SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the * operator.

fn mul(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the * operation.

impl Mul<SparseTensor<Complex<f64>>> for &c64

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the * operator.

fn mul(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the * operation.

impl Mul<SparseTensor<Complex<f64>>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the * operator.

fn mul(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the * operation.

impl Mul<SparseTensor<Complex<f64>>> for c64

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the * operator.

fn mul(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the * operation.

impl<T> Mul<SparseTensor<T>> for KroneckerDeltawhere T: Number,

type Output = SparseTensor<T>

The resulting type after applying the * operator.

fn mul(self, rhs: SparseTensor<T>) -> Self::Output

Performs the * operation.

impl<T> Mul<SparseTensor<T>> for Vec<KroneckerDelta>where T: Number,

type Output = SparseTensor<T>

The resulting type after applying the * operator.

fn mul(self, rhs: SparseTensor<T>) -> Self::Output

Performs the * operation.

impl Mul<SparseTensor<f64>> for &SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the * operator.

fn mul(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the * operation.

impl Mul<SparseTensor<f64>> for &f64

type Output = SparseTensor<f64>

The resulting type after applying the * operator.

fn mul(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the * operation.

impl Mul<SparseTensor<f64>> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the * operator.

fn mul(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the * operation.

impl Mul<SparseTensor<f64>> for f64

type Output = SparseTensor<f64>

The resulting type after applying the * operator.

fn mul(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the * operation.

impl<T> Mul<Vec<KroneckerDelta, Global>> for &SparseTensor<T>where T: Number,

type Output = SparseTensor<T>

The resulting type after applying the * operator.

fn mul(self, rhs: Vec<KroneckerDelta>) -> Self::Output

Performs the * operation.

impl<T> Mul<Vec<KroneckerDelta, Global>> for SparseTensor<T>where T: Number,

type Output = SparseTensor<T>

The resulting type after applying the * operator.

fn mul(self, rhs: Vec<KroneckerDelta>) -> Self::Output

Performs the * operation.

impl Mul<f64> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the * operator.

fn mul(self, rhs: f64) -> Self::Output

Performs the * operation.

impl<T> Neg for SparseTensor<T>where T: Number,

type Output = SparseTensor<T>

The resulting type after applying the - operator.

fn neg(self) -> Self::Output

Performs the unary - operation.

impl<T> PartialEq<SparseTensor<T>> for SparseTensor<T>where T: Number + PartialEq,

fn eq(&self, other: &SparseTensor<T>) -> bool

This method tests for self and other values to be equal, and is used by ==.

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

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

impl Sub<&Complex<f64>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the - operator.

fn sub(self, rhs: &c64) -> Self::Output

Performs the - operation.

impl Sub<&SparseTensor<Complex<f64>>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the - operator.

fn sub(self, rhs: &SparseTensor<c64>) -> Self::Output

Performs the - operation.

impl Sub<&SparseTensor<f64>> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the - operator.

fn sub(self, rhs: &SparseTensor<f64>) -> Self::Output

Performs the - operation.

impl Sub<&f64> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the - operator.

fn sub(self, rhs: &f64) -> Self::Output

Performs the - operation.

impl Sub<Complex<f64>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the - operator.

fn sub(self, rhs: c64) -> Self::Output

Performs the - operation.

impl Sub<SparseTensor<Complex<f64>>> for &SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the - operator.

fn sub(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the - operation.

impl Sub<SparseTensor<Complex<f64>>> for &c64

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the - operator.

fn sub(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the - operation.

impl Sub<SparseTensor<Complex<f64>>> for SparseTensor<c64>

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the - operator.

fn sub(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the - operation.

impl Sub<SparseTensor<Complex<f64>>> for c64

type Output = SparseTensor<Complex<f64>>

The resulting type after applying the - operator.

fn sub(self, rhs: SparseTensor<c64>) -> Self::Output

Performs the - operation.

impl Sub<SparseTensor<f64>> for &SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the - operator.

fn sub(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the - operation.

impl Sub<SparseTensor<f64>> for &f64

type Output = SparseTensor<f64>

The resulting type after applying the - operator.

fn sub(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the - operation.

impl Sub<SparseTensor<f64>> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the - operator.

fn sub(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the - operation.

impl Sub<SparseTensor<f64>> for f64

type Output = SparseTensor<f64>

The resulting type after applying the - operator.

fn sub(self, rhs: SparseTensor<f64>) -> Self::Output

Performs the - operation.

impl Sub<f64> for SparseTensor<f64>

type Output = SparseTensor<f64>

The resulting type after applying the - operator.

fn sub(self, rhs: f64) -> Self::Output

Performs the - operation.

impl<T> Tensor<T> for SparseTensor<T>where T: Number,

fn rank(&self) -> usize

fn size(&self, rank: RankIndex) -> usize

fn elem(&self, indices: &[usize]) -> T

fn elem_mut(&mut self, indices: &[usize]) -> &mut T

impl<T> StructuralPartialEq for SparseTensor<T>where T: Number,