AbstractArray (Vectorz 0.62.0 API)

java.lang.Object
- mikera.arrayz.impl.AbstractArray<T>

Type Parameters:

T - The type of array slices

All Implemented Interfaces:

Serializable, Cloneable, Iterable<T>, INDArray

Direct Known Subclasses:

AMatrix, AScalar, AVector, BaseShapedArray
```
public abstract class AbstractArray<T>
extends Object
implements INDArray, Iterable<T>
```
Abstract base class for INDArray implementations Contains generic implementations for most INDArray operations, enabling new INDArray implementations to inherit these (at least until more optimised implementations can be written). Default implementations assume dimensionality of 1 or above Most INDArray instances should ultimately inherit from AbstractArray

Author:

Mike

See Also:

Serialized Form

Constructor Summary

Constructors
Constructor and Description

AbstractArray()

Constructors
Constructor and Description
`AbstractArray()`

Method Summary

All Methods Instance Methods Abstract Methods Concrete Methods
Modifier and Type	Method and Description
`void`	`abs()` Replaces all elements of this array with their absolute values, according to Math.abs(double)
`INDArray`	`absCopy()` Returns a copy of the array with the abs operator applied to each element
`void`	`add(AScalar a)` Subtracts a scalar from every element of this array
`void`	`add(double a)` Adds a double value to all elements in this array.
`void`	`add(INDArray a)` Adds all the elements of another array to this array, in an elementwise order.
`void`	`addAt(long i, double v)` Adds to a mutable array, indexed by element position in row major order.
`INDArray`	`addCopy(double d)` Creates a new array equal to this array with a constant value added to every element
`INDArray`	`addCopy(INDArray a)` Creates a new array equal to the sum of this array with another array.
`void`	`addInnerProduct(AMatrix a, INDArray b)` Adds the inner product of a matrix and an array to this array
`void`	`addInnerProduct(AVector a, INDArray b)` Adds the inner product of a vector and an array to this array
`void`	`addInnerProduct(INDArray a, INDArray b)` Adds the inner product of two arrays to this array.
`void`	`addMultiple(INDArray src, double factor)` Adds a scaled multiple of another array to this array
`void`	`addOuterProduct(INDArray a, INDArray b)` Adds the outer product of two arrays to this array.
`void`	`addPower(INDArray src, double exponent)` Adds an array with all elements raised to the specified power
`void`	`addPower(INDArray src, double exponent, double factor)` Adds an array with all elements raised to the specified power and scaled by the given factor
`void`	`addToArray(double[] data, int offset)` Adds all the elements of this array to a double array, in row-major order
`void`	`applyOp(IOperator op)` Applies a unary operator to all elements of the array (in-place)
`void`	`applyOp(Op op)` Applies a unary operator to all elements of the array (in-place)
`void`	`applyOp(Op2 op, double b)` Applies a binary operator to this array and a double value.
`void`	`applyOp(Op2 op, INDArray b)` Applies a binary operator to this array and a second array.
`INDArray`	`applyOpCopy(Op op)` Applies a unary operator to all elements of the array (creating a new array)
`double[]`	`asDoubleArray()` Returns the underlying double array representing the densely packed elements of this array Returns null if there is no such array
`List<Double>`	`asElementList()` Returns a List containing all elements of this array
`AVector`	`asVector()` Constructs a view of all elements in the array as a single vector in row-major order.
`INDArray`	`broadcast(int... targetShape)` Returns a view of this array broadcasted up to a larger shape
`INDArray`	`broadcastCloneLike(INDArray target)` Creates a mutable clone of the array, broadcasted upwards if necessary to match the shape of the target.
`INDArray`	`broadcastCopyLike(INDArray target)` Creates a copy of the array, broadcasted upwards if necessary to match the shape of the target Like broadCastCloneLike, but does not guarantee a mutable clone - hence may be faster when used with immutable or specialized arrays
`AMatrix`	`broadcastLike(AMatrix target)` Broadcasts an array to match the shape of the target matrix
`AVector`	`broadcastLike(AVector target)` Broadcasts an array to match the shape of the target vector
`INDArray`	`broadcastLike(INDArray target)` Broadcasts an array to match the shape of the target
`protected void`	`checkDimension(int dimension)` Checks if an array has the specified dimension.
`void`	`checkMutable()` Checks if an array is mutable.
`void`	`clamp(double min, double max)` Clamps all the elements of this array within the specified [min,max] range
`INDArray`	`clone()` Returns a clone of the array data, as a new array which will be fully mutable and may be of a different class to the original.
`int`	`componentCount()` Returns the number of components of this array.
`INDArray`	`copy()` Returns a defensive copy of the array data.
`INDArray`	`dense()` Coerces this INDArray to a dense format, without changing its element values.
`INDArray`	`denseClone()` Creates a fully mutable dense clone of this array.
`double`	`density()`
`void`	`divide(double factor)` Divides all elements by a given factor
`void`	`divide(INDArray a)` Divides all elements in place by the equivalent elements in a second array
`INDArray`	`divideCopy(INDArray a)` Divides all elements by the equivalent elements in a second array.
`double`	`elementAbsPowSum(double p)` Returns the sum of the absolute values of all the elements raised to a specified power
`Iterator<Double>`	`elementIterator()` Returns an iterator over all elements in this array, in row-major order
`double`	`elementMax()` Returns the maximum element value in this array.
`double`	`elementMin()` Returns the maximum element value in this array.
`double`	`elementPowSum(double p)` Returns the sum of all the elements raised to a specified power
`double`	`elementProduct()` Returns the product of all elements in the array.
`boolean`	`elementsEqual(double value)` Returns true if all elements are equal to a specific value
`double`	`elementSquaredSum()` Returns the sum of squared elements in this array.
`double`	`elementSum()` Returns the sum of all elements in this array.
`INDArray`	`ensureMutable()` Ensures the array is a fully mutable, efficient representation that is not a view.
`boolean`	`epsilonEquals(INDArray a)` Tests if this array is approximately equal to another array.
`boolean`	`epsilonEquals(INDArray a, double epsilon)` Tests is this array is approximately equal to another array, up to a given tolerance (epsilon) The arrays must have the same shape
`boolean`	`equals(AVector a)`
`boolean`	`equals(INDArray a)` Checks if two arrays are equal exactly in terms of both value and shape
`boolean`	`equals(Object o)`
`boolean`	`equalsArray(double[] data)` Returns true if the elements in this array exactly match the elements in the given array, in row-major order
`boolean`	`equalsArray(double[] data, int offset)` Returns true if the elements in this array exactly match the elements in the given array, in row-major order
`void`	`exp()` Computes the function e^x (in-place) for all array elements
`void`	`fill(double value)` Fills this array with a single double value.
`abstract double`	`get()` Returns the double value of a scalar array
`double`	`get(AIndex ix)` Returns the double value at the specified position in the array
`double`	`get(Index ix)` Returns the double value at the specified position in the array
`abstract double`	`get(int i)` Returns the double value at the specified position in a 1D vector
`abstract double`	`get(int i, int j)` Returns the double value at the specified position in a 2D matrix
`double`	`get(long i)` Returns the double value at the specified position in a 1D vector
`double`	`get(long[] xs)` Returns the double value at the specified index position in an array
`double`	`get(long x, long y)` Returns the double value at the specified position in a 2D matrix
`INDArray`	`getComponent(int k)` Gets a component from the array at the specified index Will throw an error if components are not supported, or if the component is out of bounds as defined by 0 <= k
`INDArray[]`	`getComponents()` Gets all components in a new array, with length componentCount();
`double[]`	`getElements()` Gets all elements of the array as a Java double[] array
`void`	`getElements(double[] arr)` Copies all the elements of this INDArray to the specified double array
`void`	`getElements(double[] dest, int offset)` Gets all elements of the array, copying them into a double array at the specified offset
`void`	`getElements(Object[] dest, int offset)` Gets all elements of the array, copying them into an object array at the specified offset
`long[]`	`getLongShape()` Returns the shape of the array as an array of longs.
`int`	`getShape(int dim)` Returns the dimension size for a specific dimension in the array's shape
`int[]`	`getShapeClone()` Returns the shape of the array as an array of ints, guaranteed to be a new array i.e.
`List<?>`	`getSlices()` Returns a list of all major slices of this array.
`List<?>`	`getSlices(int dimension)` Returns a list of all slices of this array along a given dimension.
`List<INDArray>`	`getSliceViews()` Returns a list of slices as mutable INDArray views.
`INDArray`	`getTranspose()` Returns the transpose of this array.
`INDArray`	`getTransposeCopy()` Returns a transposed copy of the array.
`INDArray`	`getTransposeView()` Returns a transposed view of the array.
`int`	`hashCode()`
`boolean`	`hasUncountable()` Returns true if any element is this array is NaN or infinite
`INDArray`	`immutable()` Returns an immutable version of this array.
`INDArray`	`innerProduct(AScalar s)` Calculates the inner product of this array with a scalar
`INDArray`	`innerProduct(AVector a)` Computes the inner product of this array with a vector
`INDArray`	`innerProduct(double a)` Calculates the inner product of this array with a double value
`INDArray`	`innerProduct(INDArray a)` Calculates the inner product of this array with another array.
`boolean`	`isBoolean()` Returns true if the array is boolean (contains only 0.0 or 1.0 values)
`boolean`	`isDense()` Returns true if the array is in a dense format.
`boolean`	`isElementConstrained()` Returns true if this array has some constraints on element values
`boolean`	`isFullyMutable()` If this method returns true, the INDArray is guaranteed to be fully mutable in all positions i.e.
`boolean`	`isMutable()` Returns true if the INDArray is mutable (at least partially)
`boolean`	`isSameShape(INDArray a)` Returns true if this array is the same shape as another array
`boolean`	`isSparse()` Returns true if the array is in a sparse format
`boolean`	`isZero()` Returns true if the array is zero (all elements equal to zero)
`Iterator<T>`	`iterator()`
`INDArray`	`join(INDArray a)` Joins an array with another array along the major dimension
`INDArray`	`join(INDArray a, int dimension)` Joins an array with another array along a specified dimension
`void`	`log()` Computes the natural logarithm (in-place) for all array elements
`void`	`multiply(double d)` Multiplies all elements of the array in place by a given double value
`void`	`multiply(INDArray a)` Multiplies all elements by the equivalent elements in a second array, i.e.
`INDArray`	`multiplyCopy(double d)` Returns a copy of the array with all elements multiplied by a single constant value
`INDArray`	`multiplyCopy(INDArray a)` Multiplies all elements by the equivalent elements in a second array, i.e.
`INDArray`	`mutable()` Coerces this INDArray to a fully mutable format.
`void`	`negate()` Negates all elements in the array in place
`INDArray`	`negateCopy()` Negates all elements in the array, returning a new array
`long`	`nonZeroCount()` Returns the number of non-zero elements in the array.
`INDArray`	`outerProduct(INDArray a)` Calculates the outer product of this array with another array.
`void`	`pow(double exponent)` Raises all elements of the array to a specified power in place
`void`	`reciprocal()` Replaces all elements in the array with their reciprocal
`INDArray`	`reciprocalCopy()` Returns a new array where every element is the reciprocal of the corresponding element in this array
`double`	`reduce(Op2 op)` Reduces over all elements of the array in row-major order.
`double`	`reduce(Op2 op, double init)` Reduces over all elements of the array in row-major order.
`AVector`	`reduceSlices(Op2 op)` Reduces each slice of the array by the given operator
`AVector`	`reduceSlices(Op2 op, double init)` Reduces each slice of the array by the given operator Uses the specified init value for reduction of each slice
`INDArray`	`reorder(int[] order)` Returns a re-ordered array by taking the specified order of slices along dimension 0
`INDArray`	`reorder(int dim, int[] order)` Returns a re-ordered array by taking the specified order of slices along a given dimension May or may not use views of underlying slices (i.e.
`INDArray`	`reshape(int... targetShape)` Returns a new array by rearranging the elements of this array into the desired shape Truncates or zero-pads the elements as required to fill the new shape
`INDArray`	`rotateView(int dimension, int shift)` Returns rotated view of this array
`void`	`scale(double d)` Scales all elements of the array in place by a given double value
`void`	`scaleAdd(double factor, double constant)` Scales all elements of the array by a given double value and adds a constant value
`void`	`scaleAdd(double factor, INDArray b, double bfactor, double constant)` Scales all elements of the array by a given double value, adds a scaled second array and adds a constant value
`INDArray`	`scaleCopy(double d)` Scales all elements of the array by a given double value, returning a new array
`void`	`set(double value)` Sets all elements of an array to a specific double value
`void`	`set(INDArray a)` Sets this array to the element values contained in another array.
`void`	`set(int x, double value)` Sets a value at a given position in a mutable 1D array
`void`	`set(int x, int y, double value)` Sets a value at a given position in a mutable 2D array
`void`	`set(long[] xs, double value)` Sets the element at the given indexed position in a mutable array
`void`	`set(Object o)` Sets this array to the element values contained in the given object.
`void`	`setElements(double... values)` Sets all elements in an array using the given double values
`void`	`setElements(double[] values, int offset)` Sets all elements in an array using the given double values
`void`	`setElements(int pos, double[] values, int offset, int length)` Sets elements in an array using the given double values.
`void`	`setInnerProduct(INDArray a, INDArray b)` Sets this array to the inner product of two arrays.
`void`	`setMultiple(INDArray a, double b)` Sets this array to be the multiple of another array.
`void`	`setMultiple(INDArray a, INDArray b)` Sets this array to the element-wise multiple of two arrays.
`void`	`signum()` Calculates the signum of all elements of this mutable array Sets each component of the array to its sign value (-1, 0 or 1)
`INDArray`	`signumCopy()` Returns a copy of the array with the signum operator applied to each element
`Object`	`sliceValue(int i)` Returns the value of a major slice of this array (slice along dimension 0) Like 'slice', except returns a Double value for slices of 1D vectors
`INDArray`	`sparse()` Coerces this INDArray to a sparse format, without changing its element values.
`INDArray`	`sparseClone()` Creates a fully mutable clone of this array.
`void`	`sqrt()` Computes the square root of all elements in the array
`void`	`square()` Squares all elements of the array in place
`INDArray`	`squareCopy()` Squares all elements of the array, returning a new array
`void`	`sub(AScalar a)` Subtracts a scalar from every element of this array
`void`	`sub(double a)` Subtracts a double value from all elements in this array
`void`	`sub(INDArray a)` Subtracts all the elements of another array from this array, in an elementwise order.
`INDArray`	`subArray(int[] offsets, int[] shape)` Returns a subarray view of a larger array
`INDArray`	`subCopy(INDArray a)` Creates a new array equal to the subtraction of another array from this array
`Array`	`toArray()` Coerces the array into a packed mutable Array instance May return the same array if it is already a dense Array instance
`double[]`	`toDoubleArray()` Copies the elements of this array to a new double[] array.
`void`	`toDoubleBuffer(DoubleBuffer dest)` Copies the elements of this INDArray to the specified double buffer
`INDArray[]`	`toSliceArray()` Copies the slices of this array to a new INDArray[]
`String`	`toString()`
`String`	`toStringFull()`
`Vector`	`toVector()` Coerces the array into a flattened dense Vector, in row-major order May return the same array if it is already a Vector instance
`void`	`validate()` Validates the internal data structure of the INDArray.
`INDArray`	`withComponents(INDArray... cs)` Returns a new array of the same shape/structure as the original but with the specified components.

Methods inherited from class java.lang.Object
finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface mikera.arrayz.INDArray
dimensionality, elementCount, exactClone, get, getShape, isView, set, slice, slice, sliceCount

Methods inherited from interface java.lang.Iterable
forEach, spliterator

- Constructor Detail
  - AbstractArray
```
public AbstractArray()
```
- Method Detail
  - get
```
public abstract double get()
```
    Description copied from interface: INDArray
    
    Returns the double value of a scalar array
    
    Specified by:
    
    get in interface INDArray
  - get
```
public abstract double get(int i)
```
    Description copied from interface: INDArray
    
    Returns the double value at the specified position in a 1D vector
    
    Specified by:
    
    get in interface INDArray
  - get
```
public double get(long i)
```
    Description copied from interface: INDArray
    
    Returns the double value at the specified position in a 1D vector
    
    Specified by:
    
    get in interface INDArray
  - get
```
public abstract double get(int i,
                           int j)
```
    Description copied from interface: INDArray
    
    Returns the double value at the specified position in a 2D matrix
    
    Specified by:
    
    get in interface INDArray
  - get
```
public double get(long x,
                  long y)
```
    Description copied from interface: INDArray
    
    Returns the double value at the specified position in a 2D matrix
    
    Specified by:
    
    get in interface INDArray
  - get
```
public double get(long[] xs)
```
    Description copied from interface: INDArray
    
    Returns the double value at the specified index position in an array
    
    Specified by:
    
    get in interface INDArray
  - get
```
public double get(AIndex ix)
```
    Description copied from interface: INDArray
    
    Returns the double value at the specified position in the array
    
    Specified by:
    
    get in interface INDArray
  - get
```
public double get(Index ix)
```
    Description copied from interface: INDArray
    
    Returns the double value at the specified position in the array
    
    Specified by:
    
    get in interface INDArray
  - getShape
```
public int getShape(int dim)
```
    Description copied from interface: INDArray
    
    Returns the dimension size for a specific dimension in the array's shape
    
    Specified by:
    
    getShape in interface INDArray
  - getShapeClone
```
public int[] getShapeClone()
```
    Description copied from interface: INDArray
    
    Returns the shape of the array as an array of ints, guaranteed to be a new array i.e. will perform a defensive copy of any internal shape array if required.
    
    Specified by:
    
    getShapeClone in interface INDArray
  - getLongShape
```
public long[] getLongShape()
```
    Description copied from interface: INDArray
    
    Returns the shape of the array as an array of longs.
    
    Specified by:
    
    getLongShape in interface INDArray
  - epsilonEquals
```
public boolean epsilonEquals(INDArray a)
```
    Description copied from interface: INDArray
    
    Tests if this array is approximately equal to another array. The arrays must have the same shape.
    
    Specified by:
    
    epsilonEquals in interface INDArray
  - epsilonEquals
```
public boolean epsilonEquals(INDArray a,
                             double epsilon)
```
    Description copied from interface: INDArray
    
    Tests is this array is approximately equal to another array, up to a given tolerance (epsilon) The arrays must have the same shape
    
    Specified by:
    
    epsilonEquals in interface INDArray
  - isBoolean
```
public boolean isBoolean()
```
    Description copied from interface: INDArray
    
    Returns true if the array is boolean (contains only 0.0 or 1.0 values)
    
    Specified by:
    
    isBoolean in interface INDArray
  - isSparse
```
public boolean isSparse()
```
    Description copied from interface: INDArray
    
    Returns true if the array is in a sparse format
    
    Specified by:
    
    isSparse in interface INDArray
  - isDense
```
public boolean isDense()
```
    Description copied from interface: INDArray
    
    Returns true if the array is in a dense format. A dense format uses efficient storage proportional to the number of elements
    
    Specified by:
    
    isDense in interface INDArray
  - isMutable
```
public boolean isMutable()
```
    Description copied from interface: INDArray
    
    Returns true if the INDArray is mutable (at least partially)
    
    Specified by:
    
    isMutable in interface INDArray
  - isFullyMutable
```
public boolean isFullyMutable()
```
    Description copied from interface: INDArray
    
    If this method returns true, the INDArray is guaranteed to be fully mutable in all positions i.e. every position can store any valid double value
    
    Specified by:
    
    isFullyMutable in interface INDArray
  - applyOp
```
public void applyOp(Op op)
```
    Description copied from interface: INDArray
    
    Applies a unary operator to all elements of the array (in-place)
    
    Specified by:
    
    applyOp in interface INDArray
  - applyOp
```
public void applyOp(IOperator op)
```
    Description copied from interface: INDArray
    
    Applies a unary operator to all elements of the array (in-place)
    
    Specified by:
    
    applyOp in interface INDArray
    
    Parameters:
    
    op - The operator to apply to the array
  - applyOp
```
public void applyOp(Op2 op,
                    INDArray b)
```
    Description copied from interface: INDArray
    
    Applies a binary operator to this array and a second array. Broadcasts the second array to the shape of this array if required.
    
    Specified by:
    
    applyOp in interface INDArray
  - applyOp
```
public void applyOp(Op2 op,
                    double b)
```
    Description copied from interface: INDArray
    
    Applies a binary operator to this array and a double value. Works as if the double value was broadcast to the shape of this array.
    
    Specified by:
    
    applyOp in interface INDArray
  - multiply
```
public void multiply(double d)
```
    Description copied from interface: INDArray
    
    Multiplies all elements of the array in place by a given double value
    
    Specified by:
    
    multiply in interface INDArray
  - multiplyCopy
```
public INDArray multiplyCopy(double d)
```
    Description copied from interface: INDArray
    
    Returns a copy of the array with all elements multiplied by a single constant value
    
    Specified by:
    
    multiplyCopy in interface INDArray
    
    Parameters:
    
    d - A scalar factor
    
    Returns:
    
    A new array, with all element values scaled by the given factor
  - applyOpCopy
```
public INDArray applyOpCopy(Op op)
```
    Description copied from interface: INDArray
    
    Applies a unary operator to all elements of the array (creating a new array)
    
    Specified by:
    
    applyOpCopy in interface INDArray
  - reduce
```
public double reduce(Op2 op,
                     double init)
```
    Description copied from interface: INDArray
    
    Reduces over all elements of the array in row-major order. Applies the operator to the initial/previous result at each step. Returns the final result.
    
    Specified by:
    
    reduce in interface INDArray
  - reduce
```
public double reduce(Op2 op)
```
    Description copied from interface: INDArray
    
    Reduces over all elements of the array in row-major order. Applies the operator to the previous result at each step. Returns the final result.
    
    Specified by:
    
    reduce in interface INDArray
  - isElementConstrained
```
public boolean isElementConstrained()
```
    Description copied from interface: INDArray
    
    Returns true if this array has some constraints on element values
    
    Specified by:
    
    isElementConstrained in interface INDArray
  - isSameShape
```
public boolean isSameShape(INDArray a)
```
    Description copied from interface: INDArray
    
    Returns true if this array is the same shape as another array
    
    Specified by:
    
    isSameShape in interface INDArray
  - asVector
```
public AVector asVector()
```
    Description copied from interface: INDArray
    
    Constructs a view of all elements in the array as a single vector in row-major order.
    
    Specified by:
    
    asVector in interface INDArray
  - setElements
```
public void setElements(double[] values,
                        int offset)
```
    Description copied from interface: INDArray
    
    Sets all elements in an array using the given double values
    
    Specified by:
    
    setElements in interface INDArray
    
    Parameters:
    
    values - Element values in a double[] array. There must be at least as many element values as elements in this array.
    
    offset - Position in the values array from which to start taking values.
  - setElements
```
public void setElements(int pos,
                        double[] values,
                        int offset,
                        int length)
```
    Description copied from interface: INDArray
    
    Sets elements in an array using the given double values. The source array must contain at least the specified length in terms of number of elements
    
    Specified by:
    
    setElements in interface INDArray
    
    Parameters:
    
    pos - Offset into this array, expressed in terms of number of elements in row major order
    
    values - Element values in a double[] array. There must be at least as many element values as elements in this array.
    
    offset - Position in the values array from which to start taking values.
    
    length - Number of elements to set.
  - isZero
```
public boolean isZero()
```
    Description copied from interface: INDArray
    
    Returns true if the array is zero (all elements equal to zero)
    
    Specified by:
    
    isZero in interface INDArray
  - ensureMutable
```
public INDArray ensureMutable()
```
    Description copied from interface: INDArray
    
    Ensures the array is a fully mutable, efficient representation that is not a view. Returns either the same array or a new clone.
    
    Specified by:
    
    ensureMutable in interface INDArray
  - fill
```
public void fill(double value)
```
    Description copied from interface: INDArray
    
    Fills this array with a single double value. Requires the array to be mutable.
    
    Specified by:
    
    fill in interface INDArray
  - innerProduct
```
public INDArray innerProduct(double a)
```
    Description copied from interface: INDArray
    
    Calculates the inner product of this array with a double value
    
    Specified by:
    
    innerProduct in interface INDArray
  - innerProduct
```
public INDArray innerProduct(INDArray a)
```
    Description copied from interface: INDArray
    
    Calculates the inner product of this array with another array.
    
    Specified by:
    
    innerProduct in interface INDArray
  - innerProduct
```
public INDArray innerProduct(AScalar s)
```
    Description copied from interface: INDArray
    
    Calculates the inner product of this array with a scalar
    
    Specified by:
    
    innerProduct in interface INDArray
  - innerProduct
```
public INDArray innerProduct(AVector a)
```
    Description copied from interface: INDArray
    
    Computes the inner product of this array with a vector
    
    Specified by:
    
    innerProduct in interface INDArray
    
    Parameters:
    
    a - A vector
    
    Returns:
    
    A new array representing the inner product
  - outerProduct
```
public INDArray outerProduct(INDArray a)
```
    Description copied from interface: INDArray
    
    Calculates the outer product of this array with another array.
    
    Specified by:
    
    outerProduct in interface INDArray
  - getTranspose
```
public INDArray getTranspose()
```
    Description copied from interface: INDArray
    
    Returns the transpose of this array. A transpose of an array is equivalent to reversing the order of dimensions. May or may not return a view depending on the array type.
    
    Specified by:
    
    getTranspose in interface INDArray
  - getTransposeView
```
public INDArray getTransposeView()
```
    Description copied from interface: INDArray
    
    Returns a transposed view of the array. May throw UnsupportedOperationException if the array type does not support this capability
    
    Specified by:
    
    getTransposeView in interface INDArray
  - getTransposeCopy
```
public INDArray getTransposeCopy()
```
    Description copied from interface: INDArray
    
    Returns a transposed copy of the array. Guarantees a new defensive copy.
    
    Specified by:
    
    getTransposeCopy in interface INDArray
  - scale
```
public final void scale(double d)
```
    Description copied from interface: INDArray
    
    Scales all elements of the array in place by a given double value
    
    Specified by:
    
    scale in interface INDArray
  - scaleAdd
```
public void scaleAdd(double factor,
                     double constant)
```
    Description copied from interface: INDArray
    
    Scales all elements of the array by a given double value and adds a constant value
    
    Specified by:
    
    scaleAdd in interface INDArray
  - scaleAdd
```
public void scaleAdd(double factor,
                     INDArray b,
                     double bfactor,
                     double constant)
```
    Description copied from interface: INDArray
    
    Scales all elements of the array by a given double value, adds a scaled second array and adds a constant value
    
    Specified by:
    
    scaleAdd in interface INDArray
  - addMultiple
```
public void addMultiple(INDArray src,
                        double factor)
```
    Description copied from interface: INDArray
    
    Adds a scaled multiple of another array to this array
    
    Specified by:
    
    addMultiple in interface INDArray
  - addPower
```
public void addPower(INDArray src,
                     double exponent)
```
    Description copied from interface: INDArray
    
    Adds an array with all elements raised to the specified power
    
    Specified by:
    
    addPower in interface INDArray
  - addPower
```
public void addPower(INDArray src,
                     double exponent,
                     double factor)
```
    Description copied from interface: INDArray
    
    Adds an array with all elements raised to the specified power and scaled by the given factor
    
    Specified by:
    
    addPower in interface INDArray
  - addInnerProduct
```
public void addInnerProduct(INDArray a,
                            INDArray b)
```
    Description copied from interface: INDArray
    
    Adds the inner product of two arrays to this array.
    
    Specified by:
    
    addInnerProduct in interface INDArray
  - addInnerProduct
```
public void addInnerProduct(AMatrix a,
                            INDArray b)
```
    Adds the inner product of a matrix and an array to this array
    
    Parameters:
    
    a -
    
    b -
  - addInnerProduct
```
public void addInnerProduct(AVector a,
                            INDArray b)
```
    Adds the inner product of a vector and an array to this array
    
    Parameters:
    
    a -
    
    b -
  - addOuterProduct
```
public void addOuterProduct(INDArray a,
                            INDArray b)
```
    Description copied from interface: INDArray
    
    Adds the outer product of two arrays to this array.
    
    Specified by:
    
    addOuterProduct in interface INDArray
  - setInnerProduct
```
public void setInnerProduct(INDArray a,
                            INDArray b)
```
    Description copied from interface: INDArray
    
    Sets this array to the inner product of two arrays. Must be the correct shape.
    
    Specified by:
    
    setInnerProduct in interface INDArray
  - setMultiple
```
public void setMultiple(INDArray a,
                        INDArray b)
```
    Description copied from interface: INDArray
    
    Sets this array to the element-wise multiple of two arrays. Must have compatible shapes.
    
    Specified by:
    
    setMultiple in interface INDArray
  - setMultiple
```
public void setMultiple(INDArray a,
                        double b)
```
    Description copied from interface: INDArray
    
    Sets this array to be the multiple of another array. Must have compatible shapes.
    
    Specified by:
    
    setMultiple in interface INDArray
  - addCopy
```
public INDArray addCopy(double d)
```
    Description copied from interface: INDArray
    
    Creates a new array equal to this array with a constant value added to every element
    
    Specified by:
    
    addCopy in interface INDArray
    
    Returns:
  - set
```
public void set(double value)
```
    Description copied from interface: INDArray
    
    Sets all elements of an array to a specific double value
    
    Specified by:
    
    set in interface INDArray
  - set
```
public void set(int x,
                double value)
```
    Description copied from interface: INDArray
    
    Sets a value at a given position in a mutable 1D array
    
    Specified by:
    
    set in interface INDArray
  - set
```
public void set(int x,
                int y,
                double value)
```
    Description copied from interface: INDArray
    
    Sets a value at a given position in a mutable 2D array
    
    Specified by:
    
    set in interface INDArray
  - set
```
public void set(long[] xs,
                double value)
```
    Description copied from interface: INDArray
    
    Sets the element at the given indexed position in a mutable array
    
    Specified by:
    
    set in interface INDArray
  - set
```
public void set(INDArray a)
```
    Description copied from interface: INDArray
    
    Sets this array to the element values contained in another array. Broadcasts the source array if necessary to the shape of this array. Throws an exception if the shapes are incompatible.
    
    Specified by:
    
    set in interface INDArray
  - clamp
```
public void clamp(double min,
                  double max)
```
    Description copied from interface: INDArray
    
    Clamps all the elements of this array within the specified [min,max] range
    
    Specified by:
    
    clamp in interface INDArray
  - set
```
public void set(Object o)
```
    Description copied from interface: INDArray
    
    Sets this array to the element values contained in the given object. Attempts to interpret the object as an array, and broadcasts the object to the shape of this array if required.
    
    Specified by:
    
    set in interface INDArray
  - setElements
```
public void setElements(double... values)
```
    Description copied from interface: INDArray
    
    Sets all elements in an array using the given double values
    
    Specified by:
    
    setElements in interface INDArray
    
    Parameters:
    
    values - Element values in a double[] array. There must be at least as many element values as elements in this array.
  - square
```
public void square()
```
    Description copied from interface: INDArray
    
    Squares all elements of the array in place
    
    Specified by:
    
    square in interface INDArray
  - squareCopy
```
public INDArray squareCopy()
```
    Description copied from interface: INDArray
    
    Squares all elements of the array, returning a new array
    
    Specified by:
    
    squareCopy in interface INDArray
  - absCopy
```
public INDArray absCopy()
```
    Description copied from interface: INDArray
    
    Returns a copy of the array with the abs operator applied to each element
    
    Specified by:
    
    absCopy in interface INDArray
    
    Returns:
    
    A new array containing the absolute element values
  - reciprocalCopy
```
public INDArray reciprocalCopy()
```
    Description copied from interface: INDArray
    
    Returns a new array where every element is the reciprocal of the corresponding element in this array
    
    Specified by:
    
    reciprocalCopy in interface INDArray
  - signumCopy
```
public INDArray signumCopy()
```
    Description copied from interface: INDArray
    
    Returns a copy of the array with the signum operator applied to each element
    
    Specified by:
    
    signumCopy in interface INDArray
    
    Returns:
    
    A new array containing the signums of element values
  - iterator
```
public Iterator<T> iterator()
```
    Specified by:
    
    iterator in interface Iterable<T>
  - elementIterator
```
public Iterator<Double> elementIterator()
```
    Description copied from interface: INDArray
    
    Returns an iterator over all elements in this array, in row-major order
    
    Specified by:
    
    elementIterator in interface INDArray
  - equals
```
public boolean equals(Object o)
```
    Overrides:
    
    equals in class Object
  - equalsArray
```
public boolean equalsArray(double[] data)
```
    Description copied from interface: INDArray
    
    Returns true if the elements in this array exactly match the elements in the given array, in row-major order
    
    Specified by:
    
    equalsArray in interface INDArray
    
    Parameters:
    
    data - Array of double element values to check for equality
    
    Returns:
  - hashCode
```
public int hashCode()
```
    Overrides:
    
    hashCode in class Object
  - toString
```
public String toString()
```
    Overrides:
    
    toString in class Object
  - toStringFull
```
public String toStringFull()
```
  - clone
```
public INDArray clone()
```
    Description copied from interface: INDArray
    
    Returns a clone of the array data, as a new array which will be fully mutable and may be of a different class to the original. Clone should attempt to return the most efficient possible array type. Clone should preserve sparsity property where possible, but this is not guaranteed.
    
    Specified by:
    
    clone in interface INDArray
    
    Overrides:
    
    clone in class Object
  - copy
```
public INDArray copy()
```
    Description copied from interface: INDArray
    
    Returns a defensive copy of the array data. Use this if the original array might change and you need a defensive copy. May return the same array if the original was immutable, otherwise will return a defensive copy.
    
    Specified by:
    
    copy in interface INDArray
  - scaleCopy
```
public INDArray scaleCopy(double d)
```
    Description copied from interface: INDArray
    
    Scales all elements of the array by a given double value, returning a new array
    
    Specified by:
    
    scaleCopy in interface INDArray
  - negateCopy
```
public INDArray negateCopy()
```
    Description copied from interface: INDArray
    
    Negates all elements in the array, returning a new array
    
    Specified by:
    
    negateCopy in interface INDArray
  - equals
```
public boolean equals(INDArray a)
```
    Description copied from interface: INDArray
    
    Checks if two arrays are equal exactly in terms of both value and shape
    
    Specified by:
    
    equals in interface INDArray
  - equals
```
public boolean equals(AVector a)
```
  - equalsArray
```
public boolean equalsArray(double[] data,
                           int offset)
```
    Description copied from interface: INDArray
    
    Returns true if the elements in this array exactly match the elements in the given array, in row-major order
    
    Specified by:
    
    equalsArray in interface INDArray
    
    Parameters:
    
    data - Array of double element values to check for equality
    
    offset - Offset into the data array
    
    Returns:
  - add
```
public void add(INDArray a)
```
    Description copied from interface: INDArray
    
    Adds all the elements of another array to this array, in an elementwise order.
    
    Specified by:
    
    add in interface INDArray
  - sub
```
public final void sub(AScalar a)
```
    Subtracts a scalar from every element of this array
    
    Parameters:
    
    a -
  - add
```
public final void add(AScalar a)
```
    Subtracts a scalar from every element of this array
    
    Parameters:
    
    a -
  - add
```
public void add(double a)
```
    Description copied from interface: INDArray
    
    Adds a double value to all elements in this array. Implementations may optimize the case of 0.0
    
    Specified by:
    
    add in interface INDArray
  - addAt
```
public void addAt(long i,
                  double v)
```
    Description copied from interface: INDArray
    
    Adds to a mutable array, indexed by element position in row major order. This is an unsafe operation: bounds are not checked
    
    Specified by:
    
    addAt in interface INDArray
  - addCopy
```
public INDArray addCopy(INDArray a)
```
    Description copied from interface: INDArray
    
    Creates a new array equal to the sum of this array with another array.
    
    Specified by:
    
    addCopy in interface INDArray
    
    Returns:
  - subCopy
```
public INDArray subCopy(INDArray a)
```
    Description copied from interface: INDArray
    
    Creates a new array equal to the subtraction of another array from this array
    
    Specified by:
    
    subCopy in interface INDArray
    
    Returns:
  - multiplyCopy
```
public INDArray multiplyCopy(INDArray a)
```
    Description copied from interface: INDArray
    
    Multiplies all elements by the equivalent elements in a second array, i.e. performs elementwise multiplication. Returns a new array. If matrix-style multiplication is required, use innerProduct instead.
    
    Specified by:
    
    multiplyCopy in interface INDArray
  - divideCopy
```
public INDArray divideCopy(INDArray a)
```
    Description copied from interface: INDArray
    
    Divides all elements by the equivalent elements in a second array. Returns a new array.
    
    Specified by:
    
    divideCopy in interface INDArray
  - addToArray
```
public void addToArray(double[] data,
                       int offset)
```
    Description copied from interface: INDArray
    
    Adds all the elements of this array to a double array, in row-major order
    
    Specified by:
    
    addToArray in interface INDArray
  - pow
```
public void pow(double exponent)
```
    Description copied from interface: INDArray
    
    Raises all elements of the array to a specified power in place
    
    Specified by:
    
    pow in interface INDArray
  - sub
```
public void sub(double a)
```
    Description copied from interface: INDArray
    
    Subtracts a double value from all elements in this array
    
    Specified by:
    
    sub in interface INDArray
  - multiply
```
public void multiply(INDArray a)
```
    Description copied from interface: INDArray
    
    Multiplies all elements by the equivalent elements in a second array, i.e. performs elementwise multiplication. If matrix-style multiplication is required, use innerProduct instead.
    
    Specified by:
    
    multiply in interface INDArray
  - divide
```
public void divide(INDArray a)
```
    Description copied from interface: INDArray
    
    Divides all elements in place by the equivalent elements in a second array
    
    Specified by:
    
    divide in interface INDArray
  - divide
```
public void divide(double factor)
```
    Description copied from interface: INDArray
    
    Divides all elements by a given factor
    
    Specified by:
    
    divide in interface INDArray
  - nonZeroCount
```
public long nonZeroCount()
```
    Description copied from interface: INDArray
    
    Returns the number of non-zero elements in the array.
    
    Specified by:
    
    nonZeroCount in interface INDArray
  - density
```
public double density()
```
  - elementSum
```
public double elementSum()
```
    Description copied from interface: INDArray
    
    Returns the sum of all elements in this array.
    
    Specified by:
    
    elementSum in interface INDArray
  - elementProduct
```
public double elementProduct()
```
    Description copied from interface: INDArray
    
    Returns the product of all elements in the array.
    
    Specified by:
    
    elementProduct in interface INDArray
    
    Returns:
  - elementMax
```
public double elementMax()
```
    Description copied from interface: INDArray
    
    Returns the maximum element value in this array. Throws an error if there are no elements.
    
    Specified by:
    
    elementMax in interface INDArray
  - elementsEqual
```
public boolean elementsEqual(double value)
```
    Description copied from interface: INDArray
    
    Returns true if all elements are equal to a specific value
    
    Specified by:
    
    elementsEqual in interface INDArray
  - elementMin
```
public double elementMin()
```
    Description copied from interface: INDArray
    
    Returns the maximum element value in this array. Throws an error if there are no elements.
    
    Specified by:
    
    elementMin in interface INDArray
  - elementSquaredSum
```
public double elementSquaredSum()
```
    Description copied from interface: INDArray
    
    Returns the sum of squared elements in this array.
    
    Specified by:
    
    elementSquaredSum in interface INDArray
  - sub
```
public void sub(INDArray a)
```
    Description copied from interface: INDArray
    
    Subtracts all the elements of another array from this array, in an elementwise order.
    
    Specified by:
    
    sub in interface INDArray
  - negate
```
public void negate()
```
    Description copied from interface: INDArray
    
    Negates all elements in the array in place
    
    Specified by:
    
    negate in interface INDArray
  - reciprocal
```
public void reciprocal()
```
    Description copied from interface: INDArray
    
    Replaces all elements in the array with their reciprocal
    
    Specified by:
    
    reciprocal in interface INDArray
  - abs
```
public void abs()
```
    Description copied from interface: INDArray
    
    Replaces all elements of this array with their absolute values, according to Math.abs(double)
    
    Specified by:
    
    abs in interface INDArray
  - sqrt
```
public void sqrt()
```
    Description copied from interface: INDArray
    
    Computes the square root of all elements in the array
    
    Specified by:
    
    sqrt in interface INDArray
  - log
```
public void log()
```
    Description copied from interface: INDArray
    
    Computes the natural logarithm (in-place) for all array elements
    
    Specified by:
    
    log in interface INDArray
  - exp
```
public void exp()
```
    Description copied from interface: INDArray
    
    Computes the function e^x (in-place) for all array elements
    
    Specified by:
    
    exp in interface INDArray
  - signum
```
public void signum()
```
    Description copied from interface: INDArray
    
    Calculates the signum of all elements of this mutable array Sets each component of the array to its sign value (-1, 0 or 1)
    
    Specified by:
    
    signum in interface INDArray
  - reshape
```
public INDArray reshape(int... targetShape)
```
    Description copied from interface: INDArray
    
    Returns a new array by rearranging the elements of this array into the desired shape Truncates or zero-pads the elements as required to fill the new shape
    
    Specified by:
    
    reshape in interface INDArray
  - reorder
```
public INDArray reorder(int dim,
                        int[] order)
```
    Description copied from interface: INDArray
    
    Returns a re-ordered array by taking the specified order of slices along a given dimension May or may not use views of underlying slices (i.e. may be a reordered view)
    
    Specified by:
    
    reorder in interface INDArray
  - reorder
```
public INDArray reorder(int[] order)
```
    Description copied from interface: INDArray
    
    Returns a re-ordered array by taking the specified order of slices along dimension 0
    
    Specified by:
    
    reorder in interface INDArray
  - getSlices
```
public List<?> getSlices(int dimension)
```
    Description copied from interface: INDArray
    
    Returns a list of all slices of this array along a given dimension. Returns a list of Double values if a 1-dimensional array is sliced, otherwise a list of INDArray instances
    
    Specified by:
    
    getSlices in interface INDArray
  - getSlices
```
public List<?> getSlices()
```
    Description copied from interface: INDArray
    
    Returns a list of all major slices of this array. Returns a list of Double values if a 1-dimensional array is sliced, otherwise a list of INDArray instances
    
    Specified by:
    
    getSlices in interface INDArray
  - getSliceViews
```
public List<INDArray> getSliceViews()
```
    Description copied from interface: INDArray
    
    Returns a list of slices as mutable INDArray views. Note: will return a list of AScalar values when this array is a 1D vector
    
    Specified by:
    
    getSliceViews in interface INDArray
  - componentCount
```
public int componentCount()
```
    Description copied from interface: INDArray
    
    Returns the number of components of this array. May return 0 if components are not supported
    
    Specified by:
    
    componentCount in interface INDArray
    
    Returns:
  - getComponent
```
public INDArray getComponent(int k)
```
    Description copied from interface: INDArray
    
    Gets a component from the array at the specified index Will throw an error if components are not supported, or if the component is out of bounds as defined by 0 <= k
    
    Specified by:
    
    getComponent in interface INDArray
    
    Returns:
  - getComponents
```
public INDArray[] getComponents()
```
    Description copied from interface: INDArray
    
    Gets all components in a new array, with length componentCount();
    
    Specified by:
    
    getComponents in interface INDArray
    
    Returns:
  - withComponents
```
public INDArray withComponents(INDArray... cs)
```
    Description copied from interface: INDArray
    
    Returns a new array of the same shape/structure as the original but with the specified components. Components must be of a compatible type and identical shape to the original components.
    
    Specified by:
    
    withComponents in interface INDArray
  - subArray
```
public INDArray subArray(int[] offsets,
                         int[] shape)
```
    Description copied from interface: INDArray
    
    Returns a subarray view of a larger array
    
    Specified by:
    
    subArray in interface INDArray
  - join
```
public INDArray join(INDArray a,
                     int dimension)
```
    Description copied from interface: INDArray
    
    Joins an array with another array along a specified dimension
    
    Specified by:
    
    join in interface INDArray
  - join
```
public INDArray join(INDArray a)
```
    Description copied from interface: INDArray
    
    Joins an array with another array along the major dimension
    
    Specified by:
    
    join in interface INDArray
  - rotateView
```
public INDArray rotateView(int dimension,
                           int shift)
```
    Description copied from interface: INDArray
    
    Returns rotated view of this array
    
    Specified by:
    
    rotateView in interface INDArray
  - toVector
```
public Vector toVector()
```
    Description copied from interface: INDArray
    
    Coerces the array into a flattened dense Vector, in row-major order May return the same array if it is already a Vector instance
    
    Specified by:
    
    toVector in interface INDArray
  - toArray
```
public Array toArray()
```
    Description copied from interface: INDArray
    
    Coerces the array into a packed mutable Array instance May return the same array if it is already a dense Array instance
    
    Specified by:
    
    toArray in interface INDArray
  - asElementList
```
public List<Double> asElementList()
```
    Description copied from interface: INDArray
    
    Returns a List containing all elements of this array
    
    Specified by:
    
    asElementList in interface INDArray
  - getElements
```
public final double[] getElements()
```
    Description copied from interface: INDArray
    
    Gets all elements of the array as a Java double[] array
    
    Specified by:
    
    getElements in interface INDArray
    
    Returns:
    
    A Java double[] array containing all elements in row-major order
  - getElements
```
public void getElements(double[] dest,
                        int offset)
```
    Description copied from interface: INDArray
    
    Gets all elements of the array, copying them into a double array at the specified offset
    
    Specified by:
    
    getElements in interface INDArray
  - getElements
```
public void getElements(Object[] dest,
                        int offset)
```
    Description copied from interface: INDArray
    
    Gets all elements of the array, copying them into an object array at the specified offset
    
    Specified by:
    
    getElements in interface INDArray
  - getElements
```
public void getElements(double[] arr)
```
    Description copied from interface: INDArray
    
    Copies all the elements of this INDArray to the specified double array
    
    Specified by:
    
    getElements in interface INDArray
  - toDoubleBuffer
```
public void toDoubleBuffer(DoubleBuffer dest)
```
    Description copied from interface: INDArray
    
    Copies the elements of this INDArray to the specified double buffer
    
    Specified by:
    
    toDoubleBuffer in interface INDArray
  - toDoubleArray
```
public double[] toDoubleArray()
```
    Description copied from interface: INDArray
    
    Copies the elements of this array to a new double[] array.
    
    Specified by:
    
    toDoubleArray in interface INDArray
  - asDoubleArray
```
public double[] asDoubleArray()
```
    Description copied from interface: INDArray
    
    Returns the underlying double array representing the densely packed elements of this array Returns null if there is no such array
    
    Specified by:
    
    asDoubleArray in interface INDArray
  - toSliceArray
```
public INDArray[] toSliceArray()
```
    Description copied from interface: INDArray
    
    Copies the slices of this array to a new INDArray[]
    
    Specified by:
    
    toSliceArray in interface INDArray
  - sliceValue
```
public Object sliceValue(int i)
```
    Description copied from interface: INDArray
    
    Returns the value of a major slice of this array (slice along dimension 0) Like 'slice', except returns a Double value for slices of 1D vectors
    
    Specified by:
    
    sliceValue in interface INDArray
  - broadcast
```
public INDArray broadcast(int... targetShape)
```
    Description copied from interface: INDArray
    
    Returns a view of this array broadcasted up to a larger shape
    
    Specified by:
    
    broadcast in interface INDArray
  - immutable
```
public INDArray immutable()
```
    Description copied from interface: INDArray
    
    Returns an immutable version of this array. May return the same array if already immutable. Guarantees a defensive copy if the array is mutable.
    
    Specified by:
    
    immutable in interface INDArray
  - mutable
```
public INDArray mutable()
```
    Description copied from interface: INDArray
    
    Coerces this INDArray to a fully mutable format. May return the same INDArray if already fully mutable
    
    Specified by:
    
    mutable in interface INDArray
  - sparse
```
public INDArray sparse()
```
    Description copied from interface: INDArray
    
    Coerces this INDArray to a sparse format, without changing its element values. May return the same INDArray if already sparse. May also mutate the internal structure of the original NDArray, or create a view over parts of the original INDArray. You should take a defensive copy of the original NDArray if any of this concerns you. The returned sparse array may not be fully mutable in all elements.
    
    Specified by:
    
    sparse in interface INDArray
  - sparseClone
```
public INDArray sparseClone()
```
    Description copied from interface: INDArray
    
    Creates a fully mutable clone of this array. Will use a sparse format if possible.
    
    Specified by:
    
    sparseClone in interface INDArray
  - dense
```
public INDArray dense()
```
    Description copied from interface: INDArray
    
    Coerces this INDArray to a dense format, without changing its element values. May return the same INDArray if already dense. May also mutate the internal structure of the original NDArray, or create a view over parts of the original INDArray. You should take a defensive copy of the original NDArray if any of this concerns you. The returned dense array may not be fully mutable in all elements.
    
    Specified by:
    
    dense in interface INDArray
  - denseClone
```
public INDArray denseClone()
```
    Description copied from interface: INDArray
    
    Creates a fully mutable dense clone of this array. Will always use a dense format.
    
    Specified by:
    
    denseClone in interface INDArray
  - broadcastLike
```
public INDArray broadcastLike(INDArray target)
```
    Description copied from interface: INDArray
    
    Broadcasts an array to match the shape of the target
    
    Specified by:
    
    broadcastLike in interface INDArray
    
    Parameters:
    
    target - The target array
  - broadcastLike
```
public AMatrix broadcastLike(AMatrix target)
```
    Description copied from interface: INDArray
    
    Broadcasts an array to match the shape of the target matrix
    
    Specified by:
    
    broadcastLike in interface INDArray
    
    Parameters:
    
    target - The target matrix
  - broadcastLike
```
public AVector broadcastLike(AVector target)
```
    Description copied from interface: INDArray
    
    Broadcasts an array to match the shape of the target vector
    
    Specified by:
    
    broadcastLike in interface INDArray
    
    Parameters:
    
    target - The target vector
  - broadcastCloneLike
```
public INDArray broadcastCloneLike(INDArray target)
```
    Description copied from interface: INDArray
    
    Creates a mutable clone of the array, broadcasted upwards if necessary to match the shape of the target.
    
    Specified by:
    
    broadcastCloneLike in interface INDArray
    
    Parameters:
    
    target - The target array
  - broadcastCopyLike
```
public INDArray broadcastCopyLike(INDArray target)
```
    Description copied from interface: INDArray
    
    Creates a copy of the array, broadcasted upwards if necessary to match the shape of the target Like broadCastCloneLike, but does not guarantee a mutable clone - hence may be faster when used with immutable or specialized arrays
    
    Specified by:
    
    broadcastCopyLike in interface INDArray
    
    Parameters:
    
    target - The target array
  - validate
```
public void validate()
```
    Description copied from interface: INDArray
    
    Validates the internal data structure of the INDArray. Throws an exception on failure. Failure indicates a serious bug and/or data corruption.
    
    Specified by:
    
    validate in interface INDArray
  - checkDimension
```
protected void checkDimension(int dimension)
```
    Checks if an array has the specified dimension. Throws an exception if not.
    
    Parameters:
    
    dimension -
  - checkMutable
```
public void checkMutable()
```
    Description copied from interface: INDArray
    
    Checks if an array is mutable. Throws an exception if not.
    
    Specified by:
    
    checkMutable in interface INDArray
  - hasUncountable
```
public boolean hasUncountable()
```
    Returns true if any element is this array is NaN or infinite
    
    Specified by:
    
    hasUncountable in interface INDArray
    
    Returns:
  - elementPowSum
```
public double elementPowSum(double p)
```
    Returns the sum of all the elements raised to a specified power
    
    Specified by:
    
    elementPowSum in interface INDArray
    
    Returns:
  - elementAbsPowSum
```
public double elementAbsPowSum(double p)
```
    Returns the sum of the absolute values of all the elements raised to a specified power
    
    Specified by:
    
    elementAbsPowSum in interface INDArray
    
    Returns:
  - reduceSlices
```
public AVector reduceSlices(Op2 op)
```
    Description copied from interface: INDArray
    
    Reduces each slice of the array by the given operator
    
    Specified by:
    
    reduceSlices in interface INDArray
  - reduceSlices
```
public AVector reduceSlices(Op2 op,
                            double init)
```
    Description copied from interface: INDArray
    
    Reduces each slice of the array by the given operator Uses the specified init value for reduction of each slice
    
    Specified by:
    
    reduceSlices in interface INDArray

Class AbstractArray<T>

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Methods inherited from interface mikera.arrayz.INDArray

Methods inherited from interface java.lang.Iterable

Constructor Detail

AbstractArray

Method Detail

get

get

get

get

get

get

get

get

getShape

getShapeClone

getLongShape

epsilonEquals

epsilonEquals

isBoolean

isSparse

isDense

isMutable

isFullyMutable

applyOp

applyOp

applyOp

applyOp

multiply

multiplyCopy

applyOpCopy

reduce

reduce

isElementConstrained

isSameShape

asVector

setElements

setElements

isZero

ensureMutable

fill

innerProduct

innerProduct

innerProduct

innerProduct

outerProduct

getTranspose

getTransposeView

getTransposeCopy

scale

scaleAdd

scaleAdd

addMultiple

addPower

addPower

addInnerProduct

addInnerProduct

addInnerProduct

addOuterProduct

setInnerProduct

setMultiple

setMultiple

addCopy

set

set

set

set

set

clamp

set

setElements

square

squareCopy

absCopy

reciprocalCopy

signumCopy

iterator