ADenseArrayVector

Documentation of 'mikera.vectorz.impl.ADenseArrayVector' Java class ADenseArrayVector

All Classes

Summary:
Nested |
Field |
Constr |
Method

Detail:
Field |
Constr |
Method

java.lang.Object
- mikera.arrayz.impl.AbstractArray<java.lang.Double>
- - mikera.vectorz.AVector
  - - mikera.vectorz.impl.ASizedVector
    - - mikera.vectorz.impl.AArrayVector
      - mikera.vectorz.impl.AStridedVector
        
        mikera.vectorz.impl.ADenseArrayVector

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.lang.Comparable<INDArray>, java.lang.Iterable<java.lang.Double>, IDense, IDenseArray, IStridedArray, INDArray, IVector

Direct Known Subclasses:

ArraySubVector, Vector
```
public abstract class ADenseArrayVector
extends AStridedVector
implements IDenseArray
```
Base class for mutable dense vectors backed by a double[] array with a fixed stride of 1 The double array can be directly accessed for performance purposes

See Also:

Serialized Form

Method Summary

All Methods Instance Methods Abstract Methods Concrete Methods
Modifier and Type	Method and Description
`void`	`add(ADenseArrayVector src, int srcOffset)`
`void`	`add(AVector src)` Adds another vector to this one
`void`	`add(AVector src, int srcOffset)` Adds part another vector to this one, starting at the specified offset in the source vector
`void`	`add(double constant)` Adds a double value to all elements in this array.
`void`	`add(double[] data, int offset)` Adds to this vector from a given double array.
`void`	`add(int offset, ADenseArrayVector src)`
`void`	`add(int offset, ADenseArrayVector src, int srcOffset, int length)`
`void`	`add(int offset, AVector src, int srcOffset, int length)` Adds a segment of another vector into this one, at the specified offset
`void`	`addMultiple(ADenseArrayVector v, double factor)`
`void`	`addMultiple(AVector v, double factor)` Adds a scaled multiple of another vector to this vector
`void`	`addMultiple(int offset, AVector src, int srcOffset, int length, double factor)`
`void`	`addMultipleToArray(double factor, double[] array, int arrayOffset)` Adds a multiple of this vector into a double array at the specified offset
`void`	`addMultipleToArray(double factor, int offset, double[] array, int arrayOffset, int length)` Adds a multiple of a subvector of this vector into a double array at the specified offset
`void`	`addProduct(AVector a, AVector b)` Adds the element-wise product of two vectors to this vector.
`void`	`addProduct(AVector a, AVector b, double factor)` Adds the element-wise product of two vectors and a constant factor to this vector.
`void`	`addProduct(AVector a, int aOffset, AVector b, int bOffset, double factor)` Adds the scaled elementwise product of two vectors to this vector
`void`	`addProductToArray(double factor, int offset, ADenseArrayVector other, int otherOffset, double[] array, int arrayOffset, int length)` Adds the scaled elementwise product of this vector and another vector to the destimation array
`void`	`addProductToArray(double factor, int offset, AVector other, int otherOffset, double[] array, int arrayOffset, int length)`
`void`	`addToArray(double[] dest, int destOffset, int destStride)` Adds this vector to a double[] array, using the specified offset and stride into the destination array
`void`	`addToArray(int offset, double[] destData, int destOffset, int length)` Adds a subvector of this vector into a double array at the specified offset
`void`	`applyOp(Op2 op, AVector b)` Applies a binary operator to this vector and a second vector
`void`	`clamp(double min, double max)` Clamps all values in the vector to a given range
`void`	`copyTo(int offset, ADenseArrayVector dest, int destOffset, int length)`
`void`	`copyTo(int start, AVector dest, int destOffset, int length)` Copies a subset of this vector to a vector at the specified offset
`void`	`copyTo(int offset, double[] dest, int destOffset, int length)` Copies a subset of this vector to a specified destination array offset
`void`	`copyTo(int offset, double[] dest, int destOffset, int length, int stride)` Copies a subset of this vector to a specified destination array offset using the given stride.
`ADenseArrayVector`	`dense()` Coerces this INDArray to a dense format, without changing its element values.
`void`	`divide(AVector v)`
`void`	`divide(double[] data, int offset)` Divides the elements in this vector by corresponding elements in the target array
`void`	`divideTo(double[] data, int offset)` Divides the elements in the target array by corresponding elements in this vector
`double`	`dotProduct(AVector v)` Returns the dot product of this vector with another vector The vectors must have the same length: if not the result is undefined
`double`	`dotProduct(double[] data, int offset)` Fast dot product with a double[] array.
`double`	`dotProduct(double[] src, int srcOffset, int stride)` Fast dot product with a double[] array and a stride.
`double`	`elementAbsPowSum(double exponent)` Returns the sum of the absolute values of all the elements raised to a specified power
`double`	`elementMax()` Returns the maximum element value in this array.
`double`	`elementMin()` Returns the maximum element value in this array.
`double`	`elementPowSum(double exponent)` 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 a vector
`boolean`	`equals(AVector v)` Returns true if this array is exactly equal to a vector.
`boolean`	`equals(INDArray v)` Checks if two arrays are equal exactly in terms of both value and shape Element equality checks are consistent with compareTo
`boolean`	`equalsArray(double[] data, int offset)` Returns true if this vector exactly matches the elements in double[] array, starting from the specified offset
`void`	`exp()` Computes the function e^x (in-place) for all array elements
`void`	`fill(double value)` Fills the entire vector with a given value
`void`	`fillRange(int offset, int length, double value)`
`abstract double`	`get(int i)` Returns the double value at the specified position in a 1D vector
`void`	`getElements(double[] data, int offset)` Copies all elements of this array a double array at the specified offset
`int`	`getStride()` ADenseArrayVector has a fixed stride of 1, which enables efficient operations on arrays
`boolean`	`isPackedArray()` Checks if this array is fully packed in row major order.
`boolean`	`isRangeZero(int start, int length)` Returns true if a sub-vector range is completely zero.
`boolean`	`isView()` Returns true if this vector is of a view type that references other vectors / data.
`boolean`	`isZero()` Returns true if this vector is a zero vector (all components zero)
`AVector`	`join(ADenseArrayVector v)`
`AVector`	`join(AVector v)`
`JoinedArrayVector`	`join(JoinedArrayVector v)`
`void`	`log()` Computes the natural logarithm (in-place) for all array elements
`double`	`magnitude()` Returns the magnitude (Euclidean length) of the vector
`double`	`maxAbsElement()` Returns the maximum absolute element value of a vector
`int`	`maxAbsElementIndex()` Returns the index of the maximum absolute element of a vector
`int`	`maxElementIndex()` Returns the index of the maximum element of a vector
`int`	`minElementIndex()` Returns the index of the minimum element of a vector
`void`	`multiply(AVector v)` Multiplies this vector by another vector, elementwise.
`void`	`multiply(double factor)` Multiplies the vector by a constant factor
`void`	`multiply(double[] src, int srcOffset)` Multiplies the elements in this vector by corresponding elements in the target array
`void`	`multiplyTo(double[] dest, int destOffset)` Multiplies the elements in the target array by corresponding elements in this vector
`long`	`nonZeroCount()` Returns the number of non-zero elements in the array.
`int[]`	`nonZeroIndices()` Return an int array specifying the positions in this vector which are non-zero
`void`	`pow(double exponent)` Raises all elements of the array to a specified power in place
`void`	`reciprocal()` Computes the reciprocal of all elements in this vector.
`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.
`void`	`scaleAdd(double factor, AVector v, double vfactor, double constant)` Scales all elements of the array by a given double value, adds a scaled second vector and adds a constant value
`void`	`scaleAdd(double factor, double constant)` Scales this vector and adds a constant to every element
`AVector`	`selectView(int... inds)` Selects a subset of indices from a vector, returning a view
`void`	`set(AVector a)` Sets the vector to equal the value of another vector
`void`	`set(AVector src, int srcOffset)` Set the vector equal to an offset into another vector
`abstract void`	`set(int i, double value)` Sets a value at a given position in a mutable 1D array
`void`	`setElements(int pos, double[] values, int offset, int length)` Sets elements in an array using the given double values.
`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)
`ArrayIndexScalar`	`slice(int position)` Returns the specified major slice of this array as a view (slice along dimension 0) 0 dimensional slice results are permitted, but attempting to slice a 0 dimensional array will result in an error.
`void`	`sqrt()` Computes the square root of all elements in the array
`void`	`square()` Squares all elements of the array in place
`Vector`	`squareCopy()` Squares all elements of the array, returning a new array
`AVector`	`subVector(int offset, int length)` Obtains a sub-vector view that refers to this vector.
`double[]`	`toDoubleArray()` Copies the elements of this array to a new double[] array.
`void`	`toDoubleBuffer(java.nio.DoubleBuffer dest)` Copies the elements of this INDArray to the specified double buffer.
`AVector`	`tryEfficientJoin(AVector v)` Attempts to perform an efficient join with a second vector.
`abstract double`	`unsafeGet(int i)` Like get, but performs no bounds checking.
`abstract void`	`unsafeSet(int i, double value)` Like set, but performs no bounds checking.
`void`	`validate()` Validates the internal data structure of the INDArray.
`double`	`visitNonZero(IndexedElementVisitor elementVisitor)` Visits all non-zero elements of this vector.

Methods inherited from class mikera.vectorz.impl.AStridedVector
addAt, applyOp, applyOpCopy, asDoubleArray, broadcast, broadcastLike, clone, ensureMutable, getArray, getArrayOffset, getElements, getStride, getStrides, hasUncountable, iterator, setElements

Methods inherited from class mikera.vectorz.impl.ASizedVector
checkIndex, checkLength, checkRange, elementCount, equalsArray, get, getShape, getShapeClone, isSameShape, length, sliceCount

Methods inherited from class mikera.vectorz.AVector
abs, absCopy, absDiff, absDiff, absDiff, absDiffCopy, add, add, add, add, addAt, addCopy, addCopy, addCopy, addInnerProduct, addInnerProduct, addInnerProduct, addInnerProduct, addMultiple, addMultiple, addMultiple, addMultiple, addMultiple, addMultiple, addMultipleCopy, addMultipleSparse, addMultipleSparse, addPower, addPower, addProductCopy, addProductCopy, addSparse, addSparse, addToArray, addWeighted, angle, applyOp, applyOp, applyOp, asElementList, asVector, broadcastLike, broadcastLike, clampMax, clampMin, compareTo, compareTo, copy, copyTo, copyTo, crossProduct, crossProduct, denseClone, dimensionality, distance, distanceL1, distanceLinf, distanceSquared, divide, divide, divideCopy, divideCopy, divideCopy, dotProduct, dotProduct, elementIterator, elementMaxAbs, epsilonEquals, epsilonEquals, epsilonEquals, equals, exactClone, get, get, get, get, get, getElement, getElements, getLongShape, getShape, getSlices, getTranspose, getTransposeCopy, getTransposeView, hashCode, immutable, innerProduct, innerProduct, innerProduct, innerProduct, innerProduct, innerProduct, interpolate, isElementConstrained, isFullyMutable, isMutable, isSameShape, isUnitLengthVector, isUnitLengthVector, join, join, logistic, magnitudeSquared, maxElement, minElement, multiply, multiply, multiplyCopy, multiplyCopy, multiplyCopy, mutable, negate, negateCopy, nonSparseIndex, nonZeroValues, normalise, normaliseCopy, normaliseMaxAbsElement, outerProduct, outerProduct, projectToPlane, reciprocalCopy, reduceSlices, reduceSlices, reorder, reorder, reshape, rotateCopy, rotateView, rotateView, scale, scaleAdd, scaleAdd, scaleCopy, scaleToMagnitude, select, selectClone, set, set, set, set, set, set, set, set, setApplyOp, setApplyOp, setApplyOp, setElements, setInnerProduct, setInnerProduct, setInnerProduct, setMultiple, setMultiple, setMultiple, setMultiple, setSparse, setSparse, setSparse, shiftCopy, slice, sliceValue, softmax, softmaxCopy, sparse, sparseClone, sqrtCopy, sub, sub, subArray, subAt, subCopy, subCopy, subMultiple, tanh, toList, toNormal, toSliceArray, toString, toStringFull, toVector

Methods inherited from class mikera.arrayz.impl.AbstractArray
add, addApplyOp, addCopy, addInnerProduct, addInnerProduct, addOuterProduct, addOuterProductSparse, addSparse, broadcastCloneLike, broadcastCopyLike, componentCount, density, epsilonEquals, get, get, getComponent, getComponents, getElements, getElements, getSlices, getSliceViews, isBoolean, isDense, isSparse, scale, set, set, signumCopy, sub, sub, withComponents

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

Methods inherited from interface mikera.arrayz.impl.IDenseArray
getArray, getArrayOffset

Methods inherited from interface mikera.arrayz.INDArray
abs, absCopy, absDiff, absDiffCopy, add, addApplyOp, addAt, addCopy, addCopy, addInnerProduct, addInnerProduct, addMultiple, addMultipleSparse, addOuterProduct, addOuterProductSparse, addPower, addPower, addSparse, addSparse, addToArray, applyOp, applyOp, applyOp, asElementList, asVector, broadcastCloneLike, broadcastCopyLike, broadcastLike, broadcastLike, componentCount, copy, denseClone, dimensionality, divide, divide, divideCopy, divideCopy, elementCount, elementIterator, elementMaxAbs, epsilonEquals, epsilonEquals, equalsArray, exactClone, get, get, get, get, get, get, get, get, getComponent, getComponents, getElement, getElements, getElements, getElements, getLongShape, getShape, getShape, getShapeClone, getSlices, getSlices, getSliceViews, getTranspose, getTransposeCopy, getTransposeView, immutable, innerProduct, innerProduct, innerProduct, innerProduct, isBoolean, isDense, isElementConstrained, isFullyMutable, isMutable, isSameShape, isSparse, join, join, multiply, multiplyCopy, multiplyCopy, mutable, negate, negateCopy, outerProduct, reciprocalCopy, reduceSlices, reduceSlices, reorder, reorder, reshape, rotateView, scale, scaleAdd, scaleCopy, set, set, set, set, set, set, setApplyOp, setElements, setInnerProduct, setMultiple, setMultiple, setSparse, setSparse, signumCopy, slice, sliceCount, sliceValue, sparse, sparseClone, sub, sub, subArray, subCopy, toSliceArray, toVector, withComponents

Methods inherited from interface java.lang.Comparable
compareTo

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

- Method Detail
  - getStride
```
public final int getStride()
```
    ADenseArrayVector has a fixed stride of 1, which enables efficient operations on arrays
    
    Specified by:
    
    getStride in class AStridedVector
    
    Returns:
  - subVector
```
public AVector subVector(int offset,
                         int length)
```
    Description copied from class: AVector
    
    Obtains a sub-vector view that refers to this vector. Changes to the sub-vector will be reflected in this vector
    
    Overrides:
    
    subVector in class AVector
  - slice
```
public ArrayIndexScalar slice(int position)
```
    Description copied from interface: INDArray
    
    Returns the specified major slice of this array as a view (slice along dimension 0) 0 dimensional slice results are permitted, but attempting to slice a 0 dimensional array will result in an error.
    
    Specified by:
    
    slice in interface INDArray
    
    Overrides:
    
    slice in class AArrayVector
  - selectView
```
public AVector selectView(int... inds)
```
    Description copied from class: AVector
    
    Selects a subset of indices from a vector, returning a view
    
    Overrides:
    
    selectView in class AStridedVector
    
    Returns:
    
    a view of the selected indices
  - isPackedArray
```
public boolean isPackedArray()
```
    Description copied from interface: IStridedArray
    
    Checks if this array is fully packed in row major order.
    
    Specified by:
    
    isPackedArray in interface IStridedArray
    
    Overrides:
    
    isPackedArray in class AStridedVector
    
    Returns:
  - isView
```
public boolean isView()
```
    Description copied from class: AVector
    
    Returns true if this vector is of a view type that references other vectors / data.
    
    Specified by:
    
    isView in interface INDArray
    
    Overrides:
    
    isView in class AVector
  - isZero
```
public boolean isZero()
```
    Description copied from class: AVector
    
    Returns true if this vector is a zero vector (all components zero)
    
    Specified by:
    
    isZero in interface INDArray
    
    Overrides:
    
    isZero in class AVector
  - isRangeZero
```
public boolean isRangeZero(int start,
                           int length)
```
    Description copied from class: AVector
    
    Returns true if a sub-vector range is completely zero. Unsafe operation - does not perform bounds checking, results are undefined if sub-vector is out of range
    
    Overrides:
    
    isRangeZero in class AStridedVector
    
    Returns:
  - toDoubleBuffer
```
public void toDoubleBuffer(java.nio.DoubleBuffer dest)
```
    Description copied from interface: INDArray
    
    Copies the elements of this INDArray to the specified double buffer.
    
    Specified by:
    
    toDoubleBuffer in interface INDArray
    
    Overrides:
    
    toDoubleBuffer in class AVector
  - 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
    
    Overrides:
    
    toDoubleArray in class AVector
  - getElements
```
public void getElements(double[] data,
                        int offset)
```
    Description copied from interface: INDArray
    
    Copies all elements of this array a double array at the specified offset
    
    Specified by:
    
    getElements in interface INDArray
    
    Overrides:
    
    getElements in class AStridedVector
  - dense
```
public ADenseArrayVector 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
    
    Overrides:
    
    dense in class AVector
  - fillRange
```
public void fillRange(int offset,
                      int length,
                      double value)
```
    Overrides:
    
    fillRange in class AVector
  - set
```
public void set(AVector a)
```
    Description copied from class: AVector
    
    Sets the vector to equal the value of another vector
    
    Specified by:
    
    set in class AStridedVector
  - set
```
public void set(AVector src,
                int srcOffset)
```
    Description copied from class: AVector
    
    Set the vector equal to an offset into another vector
    
    Overrides:
    
    set in class AVector
  - 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
    
    Specified by:
    
    setElements in class AStridedVector
    
    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.
  - 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
    
    Specified by:
    
    get in interface IVector
    
    Specified by:
    
    get in class AVector
  - set
```
public abstract void set(int i,
                         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
    
    Specified by:
    
    set in interface IVector
    
    Specified by:
    
    set in class AVector
  - unsafeGet
```
public abstract double unsafeGet(int i)
```
    Description copied from class: AVector
    
    Like get, but performs no bounds checking. Results are undefined if the index is out of range
    
    Overrides:
    
    unsafeGet in class AVector
  - unsafeSet
```
public abstract void unsafeSet(int i,
                               double value)
```
    Description copied from class: AVector
    
    Like set, but performs no bounds checking. Results are undefined if the index is out of range
    
    Overrides:
    
    unsafeSet in class AVector
  - add
```
public void add(AVector src)
```
    Description copied from class: AVector
    
    Adds another vector to this one
    
    Overrides:
    
    add in class AVector
  - add
```
public void add(AVector src,
                int srcOffset)
```
    Description copied from class: AVector
    
    Adds part another vector to this one, starting at the specified offset in the source vector
    
    Overrides:
    
    add in class AVector
  - add
```
public void add(int offset,
                AVector src,
                int srcOffset,
                int length)
```
    Description copied from class: AVector
    
    Adds a segment of another vector into this one, at the specified offset
    
    Overrides:
    
    add in class AStridedVector
  - add
```
public void add(int offset,
                ADenseArrayVector src)
```
  - add
```
public void add(int offset,
                ADenseArrayVector src,
                int srcOffset,
                int length)
```
  - addMultiple
```
public void addMultiple(AVector v,
                        double factor)
```
    Description copied from class: AVector
    
    Adds a scaled multiple of another vector to this vector
    
    Overrides:
    
    addMultiple in class AVector
  - scaleAdd
```
public void scaleAdd(double factor,
                     double constant)
```
    Description copied from class: AVector
    
    Scales this vector and adds a constant to every element
    
    Specified by:
    
    scaleAdd in interface INDArray
    
    Overrides:
    
    scaleAdd in class AVector
  - add
```
public void add(double constant)
```
    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
    
    Overrides:
    
    add in class AVector
  - addProduct
```
public void addProduct(AVector a,
                       int aOffset,
                       AVector b,
                       int bOffset,
                       double factor)
```
    Description copied from class: AVector
    
    Adds the scaled elementwise product of two vectors to this vector
    
    Overrides:
    
    addProduct in class AVector
  - addToArray
```
public void addToArray(int offset,
                       double[] destData,
                       int destOffset,
                       int length)
```
    Description copied from class: AVector
    
    Adds a subvector of this vector into a double array at the specified offset
    
    Overrides:
    
    addToArray in class AStridedVector
  - addToArray
```
public void addToArray(double[] dest,
                       int destOffset,
                       int destStride)
```
    Description copied from class: AVector
    
    Adds this vector to a double[] array, using the specified offset and stride into the destination array
    
    Overrides:
    
    addToArray in class AStridedVector
  - addProduct
```
public void addProduct(AVector a,
                       AVector b)
```
    Description copied from class: AVector
    
    Adds the element-wise product of two vectors to this vector. Mutates this vector.
    
    Overrides:
    
    addProduct in class AVector
  - addProduct
```
public void addProduct(AVector a,
                       AVector b,
                       double factor)
```
    Description copied from class: AVector
    
    Adds the element-wise product of two vectors and a constant factor to this vector. Mutates this vector.
    
    Overrides:
    
    addProduct in class AVector
  - addMultipleToArray
```
public void addMultipleToArray(double factor,
                               double[] array,
                               int arrayOffset)
```
    Description copied from class: AVector
    
    Adds a multiple of this vector into a double array at the specified offset
    
    Overrides:
    
    addMultipleToArray in class AVector
  - addMultipleToArray
```
public void addMultipleToArray(double factor,
                               int offset,
                               double[] array,
                               int arrayOffset,
                               int length)
```
    Description copied from class: AVector
    
    Adds a multiple of a subvector of this vector into a double array at the specified offset
    
    Overrides:
    
    addMultipleToArray in class AStridedVector
  - addProductToArray
```
public void addProductToArray(double factor,
                              int offset,
                              AVector other,
                              int otherOffset,
                              double[] array,
                              int arrayOffset,
                              int length)
```
    Overrides:
    
    addProductToArray in class AVector
  - addProductToArray
```
public void addProductToArray(double factor,
                              int offset,
                              ADenseArrayVector other,
                              int otherOffset,
                              double[] array,
                              int arrayOffset,
                              int length)
```
    Description copied from class: AVector
    
    Adds the scaled elementwise product of this vector and another vector to the destimation array
    
    Overrides:
    
    addProductToArray in class AVector
  - add
```
public void add(ADenseArrayVector src,
                int srcOffset)
```
  - add
```
public void add(double[] data,
                int offset)
```
    Description copied from class: AVector
    
    Adds to this vector from a given double array.
    
    Overrides:
    
    add in class AVector
  - dotProduct
```
public double dotProduct(double[] data,
                         int offset)
```
    Description copied from class: AVector
    
    Fast dot product with a double[] array. Performs no bounds checking. Likely to be faster than most other dot product operations
    
    Overrides:
    
    dotProduct in class AStridedVector
  - dotProduct
```
public double dotProduct(double[] src,
                         int srcOffset,
                         int stride)
```
    Description copied from class: AVector
    
    Fast dot product with a double[] array and a stride. Performs no bounds checking. Likely to be faster than other dot product operations
    
    Overrides:
    
    dotProduct in class AVector
  - dotProduct
```
public double dotProduct(AVector v)
```
    Description copied from class: AVector
    
    Returns the dot product of this vector with another vector The vectors must have the same length: if not the result is undefined
    
    Overrides:
    
    dotProduct in class AStridedVector
    
    Returns:
  - 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
    
    Overrides:
    
    log in class AVector
  - 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
    
    Overrides:
    
    exp in class AbstractArray<java.lang.Double>
  - applyOp
```
public void applyOp(Op2 op,
                    AVector b)
```
    Description copied from class: AVector
    
    Applies a binary operator to this vector and a second vector
    
    Overrides:
    
    applyOp in class AVector
  - 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
    
    Overrides:
    
    reduce in class AStridedVector
  - 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
    
    Overrides:
    
    reduce in class AStridedVector
  - elementSum
```
public double elementSum()
```
    Description copied from class: AVector
    
    Returns the sum of all elements in a vector
    
    Specified by:
    
    elementSum in interface INDArray
    
    Overrides:
    
    elementSum in class AStridedVector
  - elementPowSum
```
public double elementPowSum(double exponent)
```
    Description copied from class: AbstractArray
    
    Returns the sum of all the elements raised to a specified power
    
    Specified by:
    
    elementPowSum in interface INDArray
    
    Overrides:
    
    elementPowSum in class AVector
    
    Returns:
  - elementAbsPowSum
```
public double elementAbsPowSum(double exponent)
```
    Description copied from class: AbstractArray
    
    Returns the sum of the absolute values of all the elements raised to a specified power
    
    Specified by:
    
    elementAbsPowSum in interface INDArray
    
    Overrides:
    
    elementAbsPowSum in class AVector
    
    Returns:
  - elementProduct
```
public double elementProduct()
```
    Description copied from interface: INDArray
    
    Returns the product of all elements in the array.
    
    Specified by:
    
    elementProduct in interface INDArray
    
    Overrides:
    
    elementProduct in class AStridedVector
    
    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
    
    Overrides:
    
    elementMax in class AStridedVector
  - 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
    
    Overrides:
    
    elementMin in class AStridedVector
  - maxAbsElement
```
public double maxAbsElement()
```
    Description copied from class: AVector
    
    Returns the maximum absolute element value of a vector
    
    Overrides:
    
    maxAbsElement in class AArrayVector
    
    Returns:
  - minElementIndex
```
public int minElementIndex()
```
    Description copied from class: AVector
    
    Returns the index of the minimum element of a vector
    
    Overrides:
    
    minElementIndex in class AVector
  - maxElementIndex
```
public int maxElementIndex()
```
    Description copied from class: AVector
    
    Returns the index of the maximum element of a vector
    
    Overrides:
    
    maxElementIndex in class AVector
    
    Returns:
  - maxAbsElementIndex
```
public int maxAbsElementIndex()
```
    Description copied from class: AVector
    
    Returns the index of the maximum absolute element of a vector
    
    Overrides:
    
    maxAbsElementIndex in class AVector
    
    Returns:
  - 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
    
    Overrides:
    
    nonZeroCount in class AVector
  - nonZeroIndices
```
public int[] nonZeroIndices()
```
    Description copied from class: AVector
    
    Return an int array specifying the positions in this vector which are non-zero
    
    Overrides:
    
    nonZeroIndices in class AVector
    
    Returns:
  - visitNonZero
```
public double visitNonZero(IndexedElementVisitor elementVisitor)
```
    Description copied from class: AVector
    
    Visits all non-zero elements of this vector. Visitor may return a non-zero value to terminate early, which will return the given value. Returns 0.0 otherwise.
    
    Overrides:
    
    visitNonZero in class AStridedVector
  - square
```
public void square()
```
    Description copied from interface: INDArray
    
    Squares all elements of the array in place
    
    Specified by:
    
    square in interface INDArray
    
    Overrides:
    
    square in class AVector
  - squareCopy
```
public Vector squareCopy()
```
    Description copied from interface: INDArray
    
    Squares all elements of the array, returning a new array
    
    Specified by:
    
    squareCopy in interface INDArray
    
    Overrides:
    
    squareCopy in class AVector
  - 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
    
    Overrides:
    
    sqrt in class AbstractArray<java.lang.Double>
  - 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
    
    Overrides:
    
    signum in class AVector
  - multiply
```
public void multiply(AVector v)
```
    Description copied from class: AVector
    
    Multiplies this vector by another vector, elementwise.
    
    Overrides:
    
    multiply in class AVector
  - multiply
```
public void multiply(double[] src,
                     int srcOffset)
```
    Description copied from class: AVector
    
    Multiplies the elements in this vector by corresponding elements in the target array
    
    Overrides:
    
    multiply in class AVector
    
    srcOffset - The offset into the target array
  - multiplyTo
```
public void multiplyTo(double[] dest,
                       int destOffset)
```
    Description copied from class: AVector
    
    Multiplies the elements in the target array by corresponding elements in this vector
    
    Overrides:
    
    multiplyTo in class AVector
    
    destOffset - The offset into the target array
  - divide
```
public void divide(AVector v)
```
    Overrides:
    
    divide in class AVector
  - divide
```
public void divide(double[] data,
                   int offset)
```
    Description copied from class: AVector
    
    Divides the elements in this vector by corresponding elements in the target array
    
    Overrides:
    
    divide in class AVector
    
    offset - The offset into the target array
  - divideTo
```
public void divideTo(double[] data,
                     int offset)
```
    Description copied from class: AVector
    
    Divides the elements in the target array by corresponding elements in this vector
    
    Overrides:
    
    divideTo in class AVector
    
    offset - The offset into the target array
  - copyTo
```
public void copyTo(int start,
                   AVector dest,
                   int destOffset,
                   int length)
```
    Description copied from class: AVector
    
    Copies a subset of this vector to a vector at the specified offset
    
    Overrides:
    
    copyTo in class AVector
  - copyTo
```
public void copyTo(int offset,
                   ADenseArrayVector dest,
                   int destOffset,
                   int length)
```
  - copyTo
```
public void copyTo(int offset,
                   double[] dest,
                   int destOffset,
                   int length,
                   int stride)
```
    Description copied from class: AVector
    
    Copies a subset of this vector to a specified destination array offset using the given stride. Unsafe operation: performs no bounds checking
    
    Overrides:
    
    copyTo in class AStridedVector
  - copyTo
```
public void copyTo(int offset,
                   double[] dest,
                   int destOffset,
                   int length)
```
    Description copied from class: AVector
    
    Copies a subset of this vector to a specified destination array offset
    
    Overrides:
    
    copyTo in class AVector
  - addMultiple
```
public void addMultiple(ADenseArrayVector v,
                        double factor)
```
  - addMultiple
```
public void addMultiple(int offset,
                        AVector src,
                        int srcOffset,
                        int length,
                        double factor)
```
    Overrides:
    
    addMultiple in class AVector
  - scaleAdd
```
public void scaleAdd(double factor,
                     AVector v,
                     double vfactor,
                     double constant)
```
    Description copied from class: AVector
    
    Scales all elements of the array by a given double value, adds a scaled second vector and adds a constant value
    
    Overrides:
    
    scaleAdd in class AVector
  - elementSquaredSum
```
public double elementSquaredSum()
```
    Description copied from interface: INDArray
    
    Returns the sum of squared elements in this array.
    
    Specified by:
    
    elementSquaredSum in interface INDArray
    
    Overrides:
    
    elementSquaredSum in class AStridedVector
  - magnitude
```
public double magnitude()
```
    Description copied from class: AVector
    
    Returns the magnitude (Euclidean length) of the vector
    
    Overrides:
    
    magnitude in class AVector
    
    Returns:
  - fill
```
public void fill(double value)
```
    Description copied from class: AVector
    
    Fills the entire vector with a given value
    
    Specified by:
    
    fill in interface INDArray
    
    Overrides:
    
    fill in class AVector
  - 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
    
    Overrides:
    
    pow in class AVector
  - reciprocal
```
public void reciprocal()
```
    Description copied from class: AVector
    
    Computes the reciprocal of all elements in this vector. Mutates this vector
    
    Specified by:
    
    reciprocal in interface INDArray
    
    Overrides:
    
    reciprocal in class AVector
  - clamp
```
public void clamp(double min,
                  double max)
```
    Description copied from class: AVector
    
    Clamps all values in the vector to a given range
    
    Specified by:
    
    clamp in interface INDArray
    
    Overrides:
    
    clamp in class AVector
  - multiply
```
public void multiply(double factor)
```
    Description copied from class: AVector
    
    Multiplies the vector by a constant factor
    
    Specified by:
    
    multiply in interface INDArray
    
    Overrides:
    
    multiply in class AVector
    
    Parameters:
    
    factor - Factor by which to multiply each component of the vector
  - tryEfficientJoin
```
public AVector tryEfficientJoin(AVector v)
```
    Description copied from class: AVector
    
    Attempts to perform an efficient join with a second vector. An efficient join is guaranteed to be better than a simple JoinedVector(left,right) If possible, returns the joined vector. If not, returns null
    
    Overrides:
    
    tryEfficientJoin in class AVector
  - join
```
public AVector join(AVector v)
```
    Overrides:
    
    join in class AVector
  - join
```
public AVector join(ADenseArrayVector v)
```
  - join
```
public JoinedArrayVector join(JoinedArrayVector v)
```
  - equals
```
public boolean equals(INDArray v)
```
    Description copied from interface: INDArray
    
    Checks if two arrays are equal exactly in terms of both value and shape Element equality checks are consistent with compareTo
    
    Specified by:
    
    equals in interface INDArray
    
    Overrides:
    
    equals in class AVector
  - equals
```
public boolean equals(AVector v)
```
    Description copied from class: AbstractArray
    
    Returns true if this array is exactly equal to a vector.
    
    Overrides:
    
    equals in class AStridedVector
    
    Returns:
  - equalsArray
```
public boolean equalsArray(double[] data,
                           int offset)
```
    Description copied from class: AVector
    
    Returns true if this vector exactly matches the elements in double[] array, starting from the specified offset
    
    Specified by:
    
    equalsArray in interface INDArray
    
    Overrides:
    
    equalsArray in class AStridedVector
    
    Parameters:
    
    data - Array of double element values to check for equality
    
    offset - Offset into the data array
    
    Returns:
  - 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
    
    Overrides:
    
    elementsEqual in class AVector
  - 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
    
    Overrides:
    
    validate in class AStridedVector

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Class ADenseArrayVector

Method Summary

Methods inherited from class mikera.vectorz.impl.AStridedVector

Methods inherited from class mikera.vectorz.impl.ASizedVector

Methods inherited from class mikera.vectorz.AVector

Methods inherited from class mikera.arrayz.impl.AbstractArray

Methods inherited from class java.lang.Object

Methods inherited from interface mikera.arrayz.impl.IDenseArray

Methods inherited from interface mikera.arrayz.INDArray

Methods inherited from interface java.lang.Comparable

Methods inherited from interface java.lang.Iterable

Method Detail

getStride

subVector

slice

selectView

isPackedArray

isView

isZero

isRangeZero

toDoubleBuffer

toDoubleArray

getElements

dense

fillRange

set

set

setElements

get

set

unsafeGet

unsafeSet

add

add

add

add

add

addMultiple

scaleAdd

add

addProduct

addToArray

addToArray

addProduct

addProduct

addMultipleToArray

addMultipleToArray

addProductToArray

addProductToArray

add

add

dotProduct

dotProduct

dotProduct

log

exp

applyOp

reduce

reduce

elementSum

elementPowSum

elementAbsPowSum

elementProduct

elementMax

elementMin

maxAbsElement

minElementIndex

maxElementIndex

maxAbsElementIndex

nonZeroCount

nonZeroIndices

visitNonZero

square

squareCopy

sqrt

signum

multiply

multiply

multiplyTo

divide