BaseNDArrayFactory (nd4j-api 1.0.0-M1.1 API)

java.lang.Object
- org.nd4j.linalg.factory.BaseNDArrayFactory

All Implemented Interfaces:: NDArrayFactory

public abstract class BaseNDArrayFactory
extends Object
implements NDArrayFactory

Field Summary

Fields
Modifier and Type	Field and Description
`protected Blas`	`blas`
`protected Lapack`	`lapack`
`protected Level1`	`level1`
`protected Level2`	`level2`
`protected Level3`	`level3`
`protected char`	`order`

Fields inherited from interface org.nd4j.linalg.factory.NDArrayFactory
C, FORTRAN

Constructor Summary

Constructors
Modifier	Constructor and Description
	`BaseNDArrayFactory()`
`protected`	`BaseNDArrayFactory(DataType dtype, char order)`
`protected`	`BaseNDArrayFactory(DataType dtype, Character order)` Initialize with the given data opType and ordering The ndarray factory will use this for

Method Summary

All Methods Instance Methods Abstract Methods Concrete Methods
Modifier and Type	Method and Description
`INDArray`	`appendBias(INDArray... vectors)` Merge the vectors and append a bias.
`INDArray`	`arange(double begin, double end, double step)` Array of evenly spaced values.
`INDArray`	`bilinearProducts(INDArray curr, INDArray in)` Returns a column vector where each entry is the nth bilinear product of the nth slices of the two tensors.
`Blas`	`blas()` Return extra blas operations
`INDArray`	`concat(int dimension, INDArray... toConcat)` concatenate ndarrays along a dimension
`void`	`copy(INDArray a, INDArray b)` Copy a to b
`INDArray`	`create(DataBuffer buffer, int[] shape, int[] stride, char order, long offset)`
`INDArray`	`create(double[] data)` Creates a row vector with the data
`INDArray`	`create(double[] data, char order)`
`INDArray`	`create(double[] data, int[] shape)` Create an ndrray with the specified shape
`INDArray`	`create(double[] data, int[] shape, int[] stride, char order, long offset)`
`abstract INDArray`	`create(double[] data, int[] shape, int[] stride, long offset)` Creates an ndarray with the specified shape
`INDArray`	`create(double[] data, long[] shape)`
`INDArray`	`create(double[] data, long rows, long columns, int[] stride, long offset)` Creates an ndarray with the specified shape
`INDArray`	`create(float[] data)` Creates a row vector with the data
`INDArray`	`create(float[] data, char order)`
`INDArray`	`create(float[] data, int[] shape)` Create an ndrray with the specified shape
`INDArray`	`create(float[] data, int[] shape, char ordering)`
`INDArray`	`create(float[] data, int[] shape, int[] stride, char order, long offset)`
`abstract INDArray`	`create(float[] data, int[] shape, int[] stride, long offset)` Creates an ndarray with the specified shape
`INDArray`	`create(float[] data, int[] shape, long offset)`
`INDArray`	`create(float[] data, long[] shape)`
`abstract INDArray`	`create(float[] data, long[] shape, long[] stride, char order, DataType dataType, MemoryWorkspace workspace)`
`INDArray`	`create(float[] data, long rows, long columns, int[] stride, long offset)` Creates an ndarray with the specified shape
`INDArray`	`create(int[] shape)` Creates an ndarray with the specified shape
`INDArray`	`create(int[] shape, DataType dataType, MemoryWorkspace workspace)`
`INDArray`	`create(int[] shape, int[] stride)` Creates an ndarray with the specified shape
`INDArray`	`create(int[] data, int[] shape, int[] stride, char order, long offset)`
`INDArray`	`create(int[] ints, int[] ints1, int[] stride, long offset)`
`INDArray`	`create(int[] shape, int[] stride, long offset)` Creates an ndarray with the specified shape
`INDArray`	`create(int[] shape, int[] stride, long offset, char ordering)`
`abstract INDArray`	`create(List<INDArray> list, int[] shape)` Creates an ndarray with the specified shape
`INDArray`	`create(long columns)` Creates a row vector with the specified number of columns
`INDArray`	`create(long[] shape)` Creates an ndarray with the specified shape
`INDArray`	`create(long[] shape, long[] stride)`
`INDArray`	`create(long[] shape, long[] stride, long offset)`
`INDArray`	`create(long[] shape, long[] stride, long offset, char ordering)`
`INDArray`	`create(long rows, long columns)` Creates an ndarray with the specified shape
`INDArray`	`create(long rows, long columns, char ordering)`
`INDArray`	`create(long rows, long columns, int[] stride)` Creates an ndarray with the specified shape
`INDArray`	`create(long rows, long columns, int[] stride, long offset)` Creates an ndarray with the specified shape
`DataType`	`dtype()` Returns the data opType for this ndarray
`INDArray`	`eye(long n)` Create the identity ndarray
`INDArray`	`hstack(INDArray... arrs)` Concatenates two matrices horizontally.
`Lapack`	`lapack()`
`Level1`	`level1()` Return the level 1 blas operations
`Level2`	`level2()` Return the level 2 blas operations
`Level3`	`level3()` Return the level 3 blas operations
`INDArray`	`ones(int[] shape)` Create an ndarray of ones
`INDArray`	`ones(long columns)` Creates a row vector with the specified number of columns
`INDArray`	`ones(long[] shape)`
`INDArray`	`ones(long rows, long columns)` Creates a row vector with the specified number of columns
`char`	`order()` Returns the order for this ndarray for internal data storage
`INDArray`	`pullRows(INDArray source, int sourceDimension, int[] indexes)` This method produces concatenated array, that consist from tensors, fetched from source array, against some dimension and specified indexes
`INDArray`	`pullRows(INDArray source, int sourceDimension, int[] indexes, char order)` This method produces concatenated array, that consist from tensors, fetched from source array, against some dimension and specified indexes
`INDArray`	`rand(char order, int[] shape)` Create a random ndarray with the given shape and order
`INDArray`	`rand(char order, long[] shape)` Create a random ndarray with the given shape and specified output order
`INDArray`	`rand(char order, long rows, long columns)` Create a random (uniform 0-1) NDArray with the specified shape and order
`INDArray`	`rand(int[] shape)` Create a random ndarray with the given shape using the current time as the seed
`INDArray`	`rand(int[] shape, Distribution r)` Create a random ndarray with the given shape using the given rng
`INDArray`	`rand(int[] shape, double min, double max, Random rng)`
`INDArray`	`rand(int[] shape, float min, float max, Random rng)` Generates a random matrix between min and max
`INDArray`	`rand(int[] shape, long seed)` Create a random ndarray with the given shape using the given rng
`INDArray`	`rand(int[] shape, Random r)` Create a random ndarray with the given shape using the given rng
`INDArray`	`rand(long[] shape)` Create a random ndarray with the given shape using the current time as the seed
`INDArray`	`rand(long[] shape, double min, double max, Random rng)`
`INDArray`	`rand(long[] shape, float min, float max, Random rng)`
`INDArray`	`rand(long[] shape, long seed)`
`INDArray`	`rand(long[] shape, Random r)`
`INDArray`	`rand(long rows, long columns)` Create a random ndarray with the given shape using the current time as the seed
`INDArray`	`rand(long rows, long columns, double min, double max, Random rng)`
`INDArray`	`rand(long rows, long columns, float min, float max, Random rng)` Generates a random matrix between min and max
`INDArray`	`rand(long rows, long columns, long seed)` Create a random ndarray with the given shape using the given rng
`INDArray`	`rand(long rows, long columns, Random r)` Create a random ndarray with the given shape using the given rng
`INDArray`	`randn(char order, int[] shape)` Random normal using the current time stamp as the seed
`INDArray`	`randn(char order, long[] shape)` Random normal N(0,1) with the specified shape and order
`INDArray`	`randn(char order, long rows, long columns)` Generate a random normal N(0,1) with the specified order and shape
`INDArray`	`randn(int[] shape)` Random normal N(0,1) with the specified shape and
`INDArray`	`randn(int[] shape, long seed)` Random normal using the specified seed
`INDArray`	`randn(int[] shape, Random r)` Random normal using the given rng
`INDArray`	`randn(long[] shape)` Random normal N(0,1) using the current time stamp as the seed
`INDArray`	`randn(long[] shape, long seed)` Random normal using the specified seed
`INDArray`	`randn(long[] shape, Random r)`
`INDArray`	`randn(long rows, long columns)` Random normal using the current time stamp as the seed
`INDArray`	`randn(long rows, long columns, long seed)` Random normal using the specified seed
`INDArray`	`randn(long rows, long columns, Random r)` Random normal using the given rng
`INDArray`	`reverse(INDArray reverse)` Reverses the passed in matrix such that m[0] becomes m[m.length - 1] etc
`INDArray`	`rot(INDArray reverse)` Reverses the passed in matrix such that m[0] becomes m[m.length - 1] etc
`void`	`rot90(INDArray toRotate)` Rotate a matrix 90 degrees
`INDArray`	`scalar(double value)` Create a scalar nd array with the specified value and offset
`INDArray`	`scalar(double value, long offset)` Create a scalar nd array with the specified value and offset
`INDArray`	`scalar(float value)` Create a scalar nd array with the specified value and offset
`INDArray`	`scalar(float value, long offset)` Create a scalar nd array with the specified value and offset
`INDArray`	`scalar(int value, long offset)` Create a scalar nd array with the specified value and offset
`INDArray`	`scalar(Number value)` Create a scalar ndarray with the specified offset
`void`	`setDType(DataType dtype)` Sets the data opType
`void`	`setOrder(char order)` Sets the order.
`INDArray`	`toFlattened(char order, INDArray... matrices)` Flatten all of the ndarrays in to one long vector
`INDArray`	`toFlattened(Collection<INDArray> matrices)` Returns a vector with all of the elements in every nd array equal to the sum of the lengths of the ndarrays
`INDArray`	`toFlattened(INDArray... matrices)` Flatten all of the ndarrays in to one long vector
`INDArray`	`toFlattened(int length, Iterator<? extends INDArray>... matrices)` Returns a flattened ndarray with all of the elements in each ndarray regardless of dimension
`INDArray`	`valueArrayOf(int[] shape, double value)` Creates an ndarray with the specified value as the only value in the ndarray
`INDArray`	`valueArrayOf(long[] shape, double value)`
`INDArray`	`valueArrayOf(long rows, long columns, double value)` Creates a row vector with the specified number of columns
`INDArray`	`vstack(INDArray... arrs)` Concatenates two matrices vertically.
`INDArray`	`zeros(int[] shape)` Create an ndarray of zeros
`INDArray`	`zeros(long columns)` Creates a row vector with the specified number of columns
`INDArray`	`zeros(long[] shape)`
`INDArray`	`zeros(long rows, long columns)` Creates a row vector with the specified number of columns

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface org.nd4j.linalg.factory.NDArrayFactory
accumulate, average, average, average, average, convertDataEx, convertDataEx, convertDataEx, convertDataEx, convertDataEx, convertToNumpy, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, create, createBlas, createFromNpyFile, createFromNpyHeaderPointer, createFromNpyPointer, createFromNpzFile, createLapack, createLevel1, createLevel2, createLevel3, createUninitialized, createUninitialized, createUninitialized, createUninitializedDetached, empty, pullRows, pullRows, shuffle, shuffle, shuffle, sort, sort, sortCooIndices, specialConcat, tear, toFlattened

- Field Detail
  - order
```
protected char order
```
  - blas
```
protected Blas blas
```
  - level1
```
protected Level1 level1
```
  - level2
```
protected Level2 level2
```
  - level3
```
protected Level3 level3
```
  - lapack
```
protected Lapack lapack
```
- Constructor Detail
  - BaseNDArrayFactory
```
public BaseNDArrayFactory()
```
  - BaseNDArrayFactory
```
protected BaseNDArrayFactory(DataType dtype,
                             Character order)
```
    Initialize with the given data opType and ordering The ndarray factory will use this for
    
    Parameters:
    
    dtype - the data opType
    
    order - the ordering in mem
  - BaseNDArrayFactory
```
protected BaseNDArrayFactory(DataType dtype,
                             char order)
```
    Parameters:
    
    dtype - the data opType
    
    order - the ordering
- Method Detail
  - lapack
```
public Lapack lapack()
```
    Specified by:
    
    lapack in interface NDArrayFactory
  - blas
```
public Blas blas()
```
    Description copied from interface: NDArrayFactory
    
    Return extra blas operations
    
    Specified by:
    
    blas in interface NDArrayFactory
    
    Returns:
  - level1
```
public Level1 level1()
```
    Description copied from interface: NDArrayFactory
    
    Return the level 1 blas operations
    
    Specified by:
    
    level1 in interface NDArrayFactory
    
    Returns:
  - level2
```
public Level2 level2()
```
    Description copied from interface: NDArrayFactory
    
    Return the level 2 blas operations
    
    Specified by:
    
    level2 in interface NDArrayFactory
    
    Returns:
  - level3
```
public Level3 level3()
```
    Description copied from interface: NDArrayFactory
    
    Return the level 3 blas operations
    
    Specified by:
    
    level3 in interface NDArrayFactory
    
    Returns:
  - setOrder
```
public void setOrder(char order)
```
    Sets the order. Primarily for testing purposes
    
    Specified by:
    
    setOrder in interface NDArrayFactory
    
    Parameters:
    
    order -
  - rand
```
public INDArray rand(long[] shape,
                     double min,
                     double max,
                     Random rng)
```
    Specified by:
    
    rand in interface NDArrayFactory
  - rand
```
public INDArray rand(int[] shape,
                     double min,
                     double max,
                     Random rng)
```
    Specified by:
    
    rand in interface NDArrayFactory
    
    Returns:
  - rand
```
public INDArray rand(long rows,
                     long columns,
                     double min,
                     double max,
                     Random rng)
```
    Specified by:
    
    rand in interface NDArrayFactory
    
    Returns:
  - setDType
```
public void setDType(DataType dtype)
```
    Sets the data opType
    
    Specified by:
    
    setDType in interface NDArrayFactory
    
    Parameters:
    
    dtype -
  - create
```
public INDArray create(int[] shape,
                       DataType dataType,
                       MemoryWorkspace workspace)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:
  - order
```
public char order()
```
    Returns the order for this ndarray for internal data storage
    
    Specified by:
    
    order in interface NDArrayFactory
    
    Returns:
    
    the order (c or f)
  - dtype
```
public DataType dtype()
```
    Returns the data opType for this ndarray
    
    Specified by:
    
    dtype in interface NDArrayFactory
    
    Returns:
    
    the data opType for this ndarray
  - create
```
public INDArray create(int[] ints,
                       int[] ints1,
                       int[] stride,
                       long offset)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:
  - create
```
public INDArray create(long rows,
                       long columns,
                       char ordering)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:
  - toFlattened
```
public INDArray toFlattened(Collection<INDArray> matrices)
```
    Returns a vector with all of the elements in every nd array equal to the sum of the lengths of the ndarrays
    
    Specified by:
    
    toFlattened in interface NDArrayFactory
    
    Parameters:
    
    matrices - the ndarrays to getFloat a flattened representation of
    
    Returns:
    
    the flattened ndarray
  - toFlattened
```
public INDArray toFlattened(int length,
                            Iterator<? extends INDArray>... matrices)
```
    Description copied from interface: NDArrayFactory
    
    Returns a flattened ndarray with all of the elements in each ndarray regardless of dimension
    
    Specified by:
    
    toFlattened in interface NDArrayFactory
    
    matrices - the ndarrays to use
    
    Returns:
    
    a flattened ndarray of the elements in the order of titerating over the ndarray and the linear view of each
  - bilinearProducts
```
public INDArray bilinearProducts(INDArray curr,
                                 INDArray in)
```
    Returns a column vector where each entry is the nth bilinear product of the nth slices of the two tensors.
    
    Specified by:
    
    bilinearProducts in interface NDArrayFactory
  - toFlattened
```
public INDArray toFlattened(INDArray... matrices)
```
    Description copied from interface: NDArrayFactory
    
    Flatten all of the ndarrays in to one long vector
    
    Specified by:
    
    toFlattened in interface NDArrayFactory
    
    Parameters:
    
    matrices - the matrices to flatten
    
    Returns:
    
    the flattened vector
  - toFlattened
```
public INDArray toFlattened(char order,
                            INDArray... matrices)
```
    Description copied from interface: NDArrayFactory
    
    Flatten all of the ndarrays in to one long vector
    
    Specified by:
    
    toFlattened in interface NDArrayFactory
    
    matrices - the matrices to flatten
    
    Returns:
    
    the flattened vector
  - eye
```
public INDArray eye(long n)
```
    Create the identity ndarray
    
    Specified by:
    
    eye in interface NDArrayFactory
    
    Parameters:
    
    n - the number for the identity
    
    Returns:
  - rot90
```
public void rot90(INDArray toRotate)
```
    Rotate a matrix 90 degrees
    
    Specified by:
    
    rot90 in interface NDArrayFactory
    
    Parameters:
    
    toRotate - the matrix to rotate
  - rot
```
public INDArray rot(INDArray reverse)
```
    Reverses the passed in matrix such that m[0] becomes m[m.length - 1] etc
    
    Specified by:
    
    rot in interface NDArrayFactory
    
    Parameters:
    
    reverse - the matrix to reverse
    
    Returns:
    
    the reversed matrix
  - reverse
```
public INDArray reverse(INDArray reverse)
```
    Reverses the passed in matrix such that m[0] becomes m[m.length - 1] etc
    
    Specified by:
    
    reverse in interface NDArrayFactory
    
    Parameters:
    
    reverse - the matrix to reverse
    
    Returns:
    
    the reversed matrix
  - arange
```
public INDArray arange(double begin,
                       double end,
                       double step)
```
    Array of evenly spaced values.
    
    Specified by:
    
    arange in interface NDArrayFactory
    
    Parameters:
    
    begin - the begin of the range
    
    end - the end of the range
    
    Returns:
    
    the range vector
  - copy
```
public void copy(INDArray a,
                 INDArray b)
```
    Copy a to b
    
    Specified by:
    
    copy in interface NDArrayFactory
    
    Parameters:
    
    a - the origin matrix
    
    b - the destination matrix
  - rand
```
public INDArray rand(int[] shape,
                     float min,
                     float max,
                     Random rng)
```
    Generates a random matrix between min and max
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    shape - the number of rows of the matrix
    
    min - the minimum number
    
    max - the maximum number
    
    rng - the rng to use
    
    Returns:
    
    a random matrix of the specified shape and range
  - rand
```
public INDArray rand(long[] shape,
                     float min,
                     float max,
                     Random rng)
```
    Specified by:
    
    rand in interface NDArrayFactory
  - rand
```
public INDArray rand(long rows,
                     long columns,
                     float min,
                     float max,
                     Random rng)
```
    Generates a random matrix between min and max
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    rows - the number of rows of the matrix
    
    columns - the number of columns in the matrix
    
    min - the minimum number
    
    max - the maximum number
    
    rng - the rng to use
    
    Returns:
    
    a random matrix of the specified shape and range
  - appendBias
```
public INDArray appendBias(INDArray... vectors)
```
    Merge the vectors and append a bias. Each vector must be either row or column vectors. An exception is thrown for inconsistency (mixed row and column vectors)
    
    Specified by:
    
    appendBias in interface NDArrayFactory
    
    Parameters:
    
    vectors - the vectors to merge
    
    Returns:
    
    the merged ndarray appended with the bias
  - rand
```
public INDArray rand(long rows,
                     long columns,
                     Random r)
```
    Create a random ndarray with the given shape using the given rng
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    rows - the number of rows in the matrix
    
    columns - the number of columns in the matrix
    
    r - the random generator to use
    
    Returns:
    
    the random ndarray with the specified shape
  - rand
```
public INDArray rand(long rows,
                     long columns,
                     long seed)
```
    Create a random ndarray with the given shape using the given rng
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    rows - the number of rows in the matrix
    
    columns - the columns of the ndarray
    
    seed - the seed to use
    
    Returns:
    
    the random ndarray with the specified shape
  - rand
```
public INDArray rand(long rows,
                     long columns)
```
    Create a random ndarray with the given shape using the current time as the seed
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    rows - the number of rows in the matrix
    
    columns - the number of columns in the matrix
    
    Returns:
    
    the random ndarray with the specified shape
  - rand
```
public INDArray rand(char order,
                     long rows,
                     long columns)
```
    Create a random (uniform 0-1) NDArray with the specified shape and order
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    order - Order ('c' or 'f') of the output array
    
    rows - Number of rows of the output array
    
    columns - Number of columns of the output array
  - randn
```
public INDArray randn(long rows,
                      long columns,
                      Random r)
```
    Random normal using the given rng
    
    Specified by:
    
    randn in interface NDArrayFactory
    
    Parameters:
    
    rows - the number of rows in the matrix
    
    columns - the number of columns in the matrix
    
    r - the random generator to use
    
    Returns:
  - randn
```
public INDArray randn(long rows,
                      long columns)
```
    Random normal using the current time stamp as the seed
    
    Specified by:
    
    randn in interface NDArrayFactory
    
    Parameters:
    
    rows - the number of rows in the matrix
    
    columns - the number of columns in the matrix
    
    Returns:
  - randn
```
public INDArray randn(char order,
                      long rows,
                      long columns)
```
    Generate a random normal N(0,1) with the specified order and shape
    
    Specified by:
    
    randn in interface NDArrayFactory
    
    Parameters:
    
    order - Order of the output array
    
    rows - the number of rows in the matrix
    
    columns - the number of columns in the matrix
    
    Returns:
  - randn
```
public INDArray randn(long rows,
                      long columns,
                      long seed)
```
    Random normal using the specified seed
    
    Specified by:
    
    randn in interface NDArrayFactory
    
    Parameters:
    
    rows - the number of rows in the matrix
    
    columns - the number of columns in the matrix
    
    Returns:
  - rand
```
public INDArray rand(int[] shape,
                     Distribution r)
```
    Create a random ndarray with the given shape using the given rng
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    r - the random generator to use
    
    Returns:
    
    the random ndarray with the specified shape
  - rand
```
public INDArray rand(int[] shape,
                     Random r)
```
    Create a random ndarray with the given shape using the given rng
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    r - the random generator to use
    
    Returns:
    
    the random ndarray with the specified shape
  - rand
```
public INDArray rand(long[] shape,
                     Random r)
```
    Specified by:
    
    rand in interface NDArrayFactory
  - rand
```
public INDArray rand(int[] shape,
                     long seed)
```
    Create a random ndarray with the given shape using the given rng
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    seed - the seed to use
    
    Returns:
    
    the random ndarray with the specified shape
  - rand
```
public INDArray rand(long[] shape,
                     long seed)
```
    Specified by:
    
    rand in interface NDArrayFactory
  - rand
```
public INDArray rand(int[] shape)
```
    Create a random ndarray with the given shape using the current time as the seed
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    Returns:
    
    the random ndarray with the specified shape
  - rand
```
public INDArray rand(long[] shape)
```
    Description copied from interface: NDArrayFactory
    
    Create a random ndarray with the given shape using the current time as the seed
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    Returns:
    
    the random ndarray with the specified shape
  - rand
```
public INDArray rand(char order,
                     int[] shape)
```
    Create a random ndarray with the given shape and order
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    Returns:
    
    the random ndarray with the specified shape
  - rand
```
public INDArray rand(char order,
                     long[] shape)
```
    Description copied from interface: NDArrayFactory
    
    Create a random ndarray with the given shape and specified output order
    
    Specified by:
    
    rand in interface NDArrayFactory
    
    Parameters:
    
    order - the order of the array
    
    shape - the shape of the array
    
    Returns:
    
    the created ndarray
  - randn
```
public INDArray randn(int[] shape,
                      Random r)
```
    Random normal using the given rng
    
    Specified by:
    
    randn in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    r - the random generator to use
    
    Returns:
  - randn
```
public INDArray randn(long[] shape,
                      Random r)
```
    Specified by:
    
    randn in interface NDArrayFactory
  - randn
```
public INDArray randn(char order,
                      int[] shape)
```
    Random normal using the current time stamp as the seed
    
    Specified by:
    
    randn in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    order - the order ('c' or 'f') of the output array
    
    Returns:
  - randn
```
public INDArray randn(char order,
                      long[] shape)
```
    Description copied from interface: NDArrayFactory
    
    Random normal N(0,1) with the specified shape and order
    
    Specified by:
    
    randn in interface NDArrayFactory
    
    Parameters:
    
    order - the order ('c' or 'f') of the output array
    
    shape - the shape of the ndarray
  - randn
```
public INDArray randn(int[] shape)
```
    Random normal N(0,1) with the specified shape and
    
    Specified by:
    
    randn in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    Returns:
  - randn
```
public INDArray randn(long[] shape)
```
    Description copied from interface: NDArrayFactory
    
    Random normal N(0,1) using the current time stamp as the seed
    
    Specified by:
    
    randn in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
  - randn
```
public INDArray randn(int[] shape,
                      long seed)
```
    Random normal using the specified seed
    
    Specified by:
    
    randn in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    Returns:
  - randn
```
public INDArray randn(long[] shape,
                      long seed)
```
    Description copied from interface: NDArrayFactory
    
    Random normal using the specified seed
    
    Specified by:
    
    randn in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    Returns:
  - create
```
public INDArray create(double[] data)
```
    Creates a row vector with the data
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    data - the columns of the ndarray
    
    Returns:
    
    the created ndarray
  - create
```
public INDArray create(float[] data)
```
    Creates a row vector with the data
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    data - the columns of the ndarray
    
    Returns:
    
    the created ndarray
  - create
```
public INDArray create(long columns)
```
    Creates a row vector with the specified number of columns
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    columns - the columns of the ndarray
    
    Returns:
    
    the created ndarray
  - zeros
```
public INDArray zeros(long rows,
                      long columns)
```
    Creates a row vector with the specified number of columns
    
    Specified by:
    
    zeros in interface NDArrayFactory
    
    Parameters:
    
    rows - the rows of the ndarray
    
    columns - the columns of the ndarray
    
    Returns:
    
    the created ndarray
  - pullRows
```
public INDArray pullRows(INDArray source,
                         int sourceDimension,
                         int[] indexes,
                         char order)
```
    This method produces concatenated array, that consist from tensors, fetched from source array, against some dimension and specified indexes
    
    Specified by:
    
    pullRows in interface NDArrayFactory
    
    Parameters:
    
    source - source tensor
    
    sourceDimension - dimension of source tensor
    
    indexes - indexes from source array
    
    order - order for result array
    
    Returns:
  - pullRows
```
public INDArray pullRows(INDArray source,
                         int sourceDimension,
                         int[] indexes)
```
    This method produces concatenated array, that consist from tensors, fetched from source array, against some dimension and specified indexes
    
    Specified by:
    
    pullRows in interface NDArrayFactory
    
    Parameters:
    
    source - source tensor
    
    sourceDimension - dimension of source tensor
    
    indexes - indexes from source array
    
    Returns:
  - zeros
```
public INDArray zeros(long columns)
```
    Creates a row vector with the specified number of columns
    
    Specified by:
    
    zeros in interface NDArrayFactory
    
    Parameters:
    
    columns - the columns of the ndarray
    
    Returns:
    
    the created ndarray
  - valueArrayOf
```
public INDArray valueArrayOf(int[] shape,
                             double value)
```
    Creates an ndarray with the specified value as the only value in the ndarray
    
    Specified by:
    
    valueArrayOf in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    value - the value to assign
    
    Returns:
    
    the created ndarray
  - valueArrayOf
```
public INDArray valueArrayOf(long[] shape,
                             double value)
```
    Specified by:
    
    valueArrayOf in interface NDArrayFactory
  - create
```
public INDArray create(int[] shape,
                       int[] stride,
                       long offset,
                       char ordering)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:
  - valueArrayOf
```
public INDArray valueArrayOf(long rows,
                             long columns,
                             double value)
```
    Creates a row vector with the specified number of columns
    
    Specified by:
    
    valueArrayOf in interface NDArrayFactory
    
    Parameters:
    
    rows - the number of rows in the matrix
    
    columns - the columns of the ndarray
    
    value - the value to assign
    
    Returns:
    
    the created ndarray
  - ones
```
public INDArray ones(long rows,
                     long columns)
```
    Creates a row vector with the specified number of columns
    
    Specified by:
    
    ones in interface NDArrayFactory
    
    Parameters:
    
    rows - the number of rows in the matrix
    
    columns - the columns of the ndarray
    
    Returns:
    
    the created ndarray
  - ones
```
public INDArray ones(long columns)
```
    Creates a row vector with the specified number of columns
    
    Specified by:
    
    ones in interface NDArrayFactory
    
    Parameters:
    
    columns - the columns of the ndarray
    
    Returns:
    
    the created ndarray
  - create
```
public INDArray create(float[] data,
                       int[] shape,
                       char ordering)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:
  - concat
```
public INDArray concat(int dimension,
                       INDArray... toConcat)
```
    concatenate ndarrays along a dimension
    
    Specified by:
    
    concat in interface NDArrayFactory
    
    Parameters:
    
    dimension - the dimension to concatenate along
    
    toConcat - the ndarrays to concatenate
    
    Returns:
    
    the concatenate ndarrays
  - hstack
```
public INDArray hstack(@NonNull
                       INDArray... arrs)
```
    Concatenates two matrices horizontally. Matrices must have identical numbers of rows.
    
    Specified by:
    
    hstack in interface NDArrayFactory
    
    Parameters:
    
    arrs -
  - vstack
```
public INDArray vstack(INDArray... arrs)
```
    Concatenates two matrices vertically. Matrices must have identical numbers of columns.
    
    Specified by:
    
    vstack in interface NDArrayFactory
    
    Parameters:
    
    arrs -
  - zeros
```
public INDArray zeros(int[] shape)
```
    Create an ndarray of zeros
    
    Specified by:
    
    zeros in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    Returns:
    
    an ndarray with ones filled in
  - zeros
```
public INDArray zeros(long[] shape)
```
    Specified by:
    
    zeros in interface NDArrayFactory
  - ones
```
public INDArray ones(int[] shape)
```
    Create an ndarray of ones
    
    Specified by:
    
    ones in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    Returns:
    
    an ndarray with ones filled in
  - ones
```
public INDArray ones(long[] shape)
```
    Specified by:
    
    ones in interface NDArrayFactory
  - create
```
public INDArray create(float[] data,
                       long rows,
                       long columns,
                       int[] stride,
                       long offset)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    data - the data to use with the ndarray
    
    rows - the rows of the ndarray
    
    columns - the columns of the ndarray
    
    stride - the stride for the ndarray
    
    offset - the offset of the ndarray
    
    Returns:
    
    the instance
  - create
```
public abstract INDArray create(float[] data,
                                int[] shape,
                                int[] stride,
                                long offset)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    stride - the stride for the ndarray
    
    offset - the offset of the ndarray
    
    Returns:
    
    the instance
  - create
```
public INDArray create(double[] data,
                       int[] shape)
```
    Create an ndrray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    data - the data to use with tne ndarray
    
    shape - the shape of the ndarray
    
    Returns:
    
    the created ndarray
  - create
```
public INDArray create(float[] data,
                       int[] shape)
```
    Create an ndrray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    data - the data to use with tne ndarray
    
    shape - the shape of the ndarray
    
    Returns:
    
    the created ndarray
  - create
```
public INDArray create(float[] data,
                       long[] shape)
```
    Specified by:
    
    create in interface NDArrayFactory
  - create
```
public INDArray create(double[] data,
                       long[] shape)
```
    Specified by:
    
    create in interface NDArrayFactory
  - create
```
public INDArray create(double[] data,
                       long rows,
                       long columns,
                       int[] stride,
                       long offset)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    data - the data to use with tne ndarray
    
    rows - the rows of the ndarray
    
    columns - the columns of the ndarray
    
    stride - the stride for the ndarray
    
    offset - the offset of the ndarray
    
    Returns:
    
    the instance
  - create
```
public abstract INDArray create(double[] data,
                                int[] shape,
                                int[] stride,
                                long offset)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    stride - the stride for the ndarray
    
    offset - the offset of the ndarray
    
    Returns:
    
    the instance
  - create
```
public abstract INDArray create(List<INDArray> list,
                                int[] shape)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    Returns:
    
    the instance
  - create
```
public INDArray create(long rows,
                       long columns,
                       int[] stride,
                       long offset)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    rows - the rows of the ndarray
    
    columns - the columns of the ndarray
    
    stride - the stride for the ndarray
    
    offset - the offset of the ndarray
    
    Returns:
    
    the instance
  - create
```
public INDArray create(int[] shape,
                       int[] stride,
                       long offset)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    stride - the stride for the ndarray
    
    offset - the offset of the ndarray
    
    Returns:
    
    the instance
  - create
```
public INDArray create(long[] shape,
                       long[] stride,
                       long offset)
```
    Specified by:
    
    create in interface NDArrayFactory
  - create
```
public INDArray create(long rows,
                       long columns,
                       int[] stride)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    rows - the rows of the ndarray
    
    columns - the columns of the ndarray
    
    stride - the stride for the ndarray
    
    Returns:
    
    the instance
  - create
```
public INDArray create(long[] shape,
                       long[] stride)
```
    Specified by:
    
    create in interface NDArrayFactory
  - create
```
public INDArray create(long[] shape,
                       long[] stride,
                       long offset,
                       char ordering)
```
    Specified by:
    
    create in interface NDArrayFactory
  - create
```
public INDArray create(int[] shape,
                       int[] stride)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    stride - the stride for the ndarray
    
    Returns:
    
    the instance
  - create
```
public INDArray create(long rows,
                       long columns)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    rows - the rows of the ndarray
    
    columns - the columns of the ndarray
    
    Returns:
    
    the instance
  - create
```
public INDArray create(long[] shape)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    Returns:
    
    the instance
  - create
```
public INDArray create(int[] shape)
```
    Creates an ndarray with the specified shape
    
    Specified by:
    
    create in interface NDArrayFactory
    
    Parameters:
    
    shape - the shape of the ndarray
    
    Returns:
    
    the instance
  - scalar
```
public INDArray scalar(float value,
                       long offset)
```
    Create a scalar nd array with the specified value and offset
    
    Specified by:
    
    scalar in interface NDArrayFactory
    
    Parameters:
    
    value - the value of the scalar
    
    offset - the offset of the ndarray
    
    Returns:
    
    the scalar nd array
  - scalar
```
public INDArray scalar(double value,
                       long offset)
```
    Create a scalar nd array with the specified value and offset
    
    Specified by:
    
    scalar in interface NDArrayFactory
    
    Parameters:
    
    value - the value of the scalar
    
    offset - the offset of the ndarray
    
    Returns:
    
    the scalar nd array
  - scalar
```
public INDArray scalar(int value,
                       long offset)
```
    Create a scalar nd array with the specified value and offset
    
    Specified by:
    
    scalar in interface NDArrayFactory
    
    Parameters:
    
    value - the value of the scalar
    
    offset - the offset of the ndarray
    
    Returns:
    
    the scalar nd array
  - scalar
```
public INDArray scalar(Number value)
```
    Create a scalar ndarray with the specified offset
    
    Specified by:
    
    scalar in interface NDArrayFactory
    
    Parameters:
    
    value - the value to initialize the scalar with
    
    Returns:
    
    the created ndarray
  - scalar
```
public INDArray scalar(double value)
```
    Create a scalar nd array with the specified value and offset
    
    Specified by:
    
    scalar in interface NDArrayFactory
    
    Parameters:
    
    value - the value of the scalar
    
    Returns:
    
    the scalar nd array
  - scalar
```
public INDArray scalar(float value)
```
    Description copied from interface: NDArrayFactory
    
    Create a scalar nd array with the specified value and offset
    
    Specified by:
    
    scalar in interface NDArrayFactory
    
    Parameters:
    
    value - the value of the scalar = * @return the scalar nd array
  - create
```
public INDArray create(float[] data,
                       int[] shape,
                       long offset)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:
  - create
```
public abstract INDArray create(float[] data,
                                long[] shape,
                                long[] stride,
                                char order,
                                DataType dataType,
                                MemoryWorkspace workspace)
```
    Specified by:
    
    create in interface NDArrayFactory
  - create
```
public INDArray create(float[] data,
                       char order)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:
  - create
```
public INDArray create(float[] data,
                       int[] shape,
                       int[] stride,
                       char order,
                       long offset)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:
  - create
```
public INDArray create(double[] data,
                       char order)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:
  - create
```
public INDArray create(double[] data,
                       int[] shape,
                       int[] stride,
                       char order,
                       long offset)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:
  - create
```
public INDArray create(DataBuffer buffer,
                       int[] shape,
                       int[] stride,
                       char order,
                       long offset)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:
  - create
```
public INDArray create(int[] data,
                       int[] shape,
                       int[] stride,
                       char order,
                       long offset)
```
    Specified by:
    
    create in interface NDArrayFactory
    
    Returns:

Class BaseNDArrayFactory

Field Summary

Fields inherited from interface org.nd4j.linalg.factory.NDArrayFactory

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Methods inherited from interface org.nd4j.linalg.factory.NDArrayFactory

Field Detail

order

blas

level1

level2

level3

lapack

Constructor Detail

BaseNDArrayFactory

BaseNDArrayFactory

BaseNDArrayFactory

Method Detail

lapack

blas

level1

level2

level3

setOrder

rand

rand

rand

setDType

create

order

dtype

create

create

toFlattened

toFlattened

bilinearProducts

toFlattened

toFlattened

eye

rot90

rot

reverse

arange

copy

rand

rand

rand

appendBias

rand

rand

rand

rand

randn

randn

randn

randn

rand

rand

rand

rand

rand

rand

rand

rand

rand

randn

randn

randn

randn

randn

randn

randn

randn

create

create

create

zeros

pullRows

pullRows