Interface FieldTensorMixin<T extends FieldTensorMixin<T,U,V>,U extends FieldTensorMixin<U,U,V>,V extends Field<V>>

Type Parameters:
T - Type of this tensor.
U - Dense equivalent of this tensor. If this tensor is dense, this should be the same type as T
V - Type of an element of this tensor. Satisfies field axioms.
All Superinterfaces:
RingTensorMixin<T,U,V>, SemiringTensorMixin<T,U,V>, TensorOverField<T,U,V[],V>, TensorOverRing<T,U,V[],V>, TensorOverSemiring<T,U,V[],V>
All Known Implementing Classes:
AbstractCooFieldMatrix, AbstractCooFieldTensor, AbstractCooFieldVector, AbstractCsrFieldMatrix, AbstractDenseFieldMatrix, AbstractDenseFieldTensor, AbstractDenseFieldVector, CMatrix, CooCMatrix, CooCTensor, CooCVector, CooFieldMatrix, CooFieldTensor, CooFieldVector, CsrCMatrix, CsrFieldMatrix, CTensor, CVector, FieldMatrix, FieldTensor, FieldVector
public interface FieldTensorMixin<T extends FieldTensorMixin<T,U,V>,U extends FieldTensorMixin<U,U,V>,V extends Field<V>> extends TensorOverField<T,U,V[],V>, RingTensorMixin<T,U,V>

This interface provides default functionality for all tensors whose data are elements of a Field. This includes both sparse and dense tensors.

The default methods in this interface can be overridden if desired, but it is generally recommended to use them as is.

  • Method Summary

    Modifier and Type
    Method
    Description
    default T
    add(double b)
    Adds a primitive scalar value to each entry of this tensor.
    default T
    add(V b)
    Adds a scalar value to each entry of this tensor.
    default void
    addEq(double b)
    Adds a primitive scalar value to each entry of this tensor and stores the result in this tensor.
    default void
    addEq(V b)
    Adds a scalar value to each entry of this tensor and stores the result in this tensor.
    default int[]
    argmax()
    Finds the indices of the maximum value in this tensor.
    default int[]
    argmaxAbs()
    Finds the indices of the maximum absolute value in this tensor.
    default int[]
    argmin()
    Finds the indices of the minimum value in this tensor.
    default int[]
    argminAbs()
    Finds the indices of the minimum absolute value in this tensor.
    default T
    conj()
    Computes the element-wise conjugation of this tensor.
    default T
    div(double b)
    Divides each element of this tensor by a primitive scalar value.
    default T
    div(V b)
    Divides each element of this tensor by a scalar value.
    default void
    divEq(double b)
    Divides each element of this tensor by a primitive scalar value and stores the result in this tensor.
    default void
    divEq(V b)
    Divides each element of this tensor by a scalar value and stores the result in this tensor.
    default boolean
    isOnes()
    Checks if this tensor only contains ones.
    default boolean
    isZeros()
    Checks if this tensor only contains zeros.
    default V[]
    makeEmptyDataArray(int length)
    Creates an empty array of the same type as the data array of this tensor.
    default V
    max()
    Finds the maximum value in this tensor.
    default double
    maxAbs()
    Finds the maximum absolute value in this tensor.
    default V
    min()
    Finds the minimum value in this tensor.
    default double
    minAbs()
    Finds the minimum value, in absolute value, in this tensor.
    default T
    mult(double b)
    Multiplies a primitive scalar value to each entry of this tensor.
    default T
    mult(V b)
    Multiplies a scalar value to each entry of this tensor.
    default void
    multEq(double b)
    Multiplies a primitive scalar value to each entry of this tensor and stores the result in this tensor.
    default void
    multEq(V b)
    Multiplies a scalar value to each entry of this tensor and stores the result in this tensor.
    default double
    norm()
    Computes the Euclidean norm of this vector.
    default double
    norm(double p)
    Computes the p-norm of this vector.
    default V
    prod()
    Computes the product of all values in this tensor (or non-zero values if this tensor is sparse).
    default T
    recip()
    Computes the element-wise reciprocals of this tensor.
    default T
    sub(double b)
    Subtracts a primitive scalar value from each entry of this tensor.
    default T
    sub(V b)
    Subtracts a scalar value from each entry of this tensor.
    default void
    subEq(double b)
    Subtracts a scalar primitive value from each entry of this tensor and stores the result in this tensor.
    default void
    subEq(V b)
    Subtracts a scalar value from each entry of this tensor and stores the result in this tensor.
    default V
    sum()
    Computes the sum of all values in this tensor.

    Methods inherited from interface org.flag4j.arrays.backend.field_arrays.TensorOverField

    div, isFinite, isInfinite, isNaN, sqrt

    Methods inherited from interface org.flag4j.arrays.backend.ring_arrays.TensorOverRing

    abs, H, H, H, sub

    Methods inherited from interface org.flag4j.arrays.backend.semiring_arrays.TensorOverSemiring

    add, elemMult, getData, getRank, getShape, makeLikeTensor, tensorDot, tensorDot, tensorDot, tensorDot, tensorTr, tensorTr