org.nd4j.linalg.indexing

Class BooleanIndexing

java.lang.Object

org.nd4j.linalg.indexing.BooleanIndexing

public class BooleanIndexing
extends Object

Boolean indexing

Author:

Adam Gibson

Constructor Summary

Constructors

Constructor and Description
BooleanIndexing()

Method Summary

Modifier and Type	Method and Description
static boolean	and(IComplexNDArray n, Condition cond) And
static boolean	and(INDArray n, Condition cond) And over the whole ndarray given some condition
static boolean[]	and(INDArray n, Condition condition, int... dimension) And over the whole ndarray given some condition, with respect to dimensions
static INDArray	applyMask(INDArray arr, INDArray mask) A minor shortcut for applying a bitmask to a matrix
static INDArray	applyMaskInPlace(INDArray arr, INDArray mask) A minor shortcut for applying a bitmask to a matrix
static void	applyWhere(IComplexNDArray to, Condition condition, com.google.common.base.Function<IComplexNumber,IComplexNumber> function) Based on the matching elements op to based on condition to with function function
static void	applyWhere(INDArray to, Condition condition, com.google.common.base.Function<Number,Number> function) Based on the matching elements op to based on condition to with function function
static void	applyWhere(INDArray to, Condition condition, com.google.common.base.Function<Number,Number> function, com.google.common.base.Function<Number,Number> alternativeFunction) Based on the matching elements op to based on condition to with function function
static void	applyWhere(INDArray to, Condition condition, Number number) This method sets provided number to all elements which match specified condition
static void	assignIf(INDArray to, INDArray from, Condition condition) This method does element-wise comparison for 2 equal-sized matrices, for each element that matches Condition.
static INDArray	chooseFrom(INDArray[] input, Condition condition) Choose from the inputs based on the given condition.
static INDArray	chooseFrom(INDArray[] input, List<Double> tArgs, List<Integer> iArgs, Condition condition) Choose from the inputs based on the given condition.
static INDArray	firstIndex(INDArray array, Condition condition) This method returns first index matching given condition PLEASE NOTE: This method will return -1 value if condition wasn't met
static INDArray	firstIndex(INDArray array, Condition condition, int... dimension) This method returns first index matching given condition along given dimensions PLEASE NOTE: This method will return -1 values for missing conditions
static INDArray	lastIndex(INDArray array, Condition condition) This method returns last index matching given condition PLEASE NOTE: This method will return -1 value if condition wasn't met
static INDArray	lastIndex(INDArray array, Condition condition, int... dimension) This method returns first index matching given condition along given dimensions PLEASE NOTE: This method will return -1 values for missing conditions
static boolean	or(IComplexNDArray n, Condition cond) Or over the whole ndarray given some condition
static boolean	or(INDArray n, Condition cond) Or over the whole ndarray given some condition
static boolean[]	or(INDArray n, Condition condition, int... dimension) Or over the whole ndarray given some condition, with respect to dimensions
static void	replaceWhere(INDArray to, INDArray from, Condition condition) This method does element-wise comparison for 2 equal-sized matrices, for each element that matches Condition
static void	replaceWhere(INDArray to, Number set, Condition condition) This method does element-wise assessing for 2 equal-sized matrices, for each element that matches Condition

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

BooleanIndexing

public BooleanIndexing()

Method Detail

and

public static boolean and(IComplexNDArray n,
                          Condition cond)

And

Parameters:

n -

cond -

Returns:

or

public static boolean or(IComplexNDArray n,
                         Condition cond)

Or over the whole ndarray given some condition

Parameters:

n -

cond -

Returns:

and

public static boolean and(INDArray n,
                          Condition cond)

And over the whole ndarray given some condition

Parameters:

n - the ndarray to test

cond - the condition to test against

Returns:

true if all of the elements meet the specified condition false otherwise

and

public static boolean[] and(INDArray n,
                            Condition condition,
                            int... dimension)

And over the whole ndarray given some condition, with respect to dimensions

Parameters:

n - the ndarray to test

condition - the condition to test against

Returns:

true if all of the elements meet the specified condition false otherwise

or

public static boolean[] or(INDArray n,
                           Condition condition,
                           int... dimension)

Or over the whole ndarray given some condition, with respect to dimensions

Parameters:

n - the ndarray to test

condition - the condition to test against

Returns:

true if all of the elements meet the specified condition false otherwise

or

public static boolean or(INDArray n,
                         Condition cond)

Or over the whole ndarray given some condition

Parameters:

n -

cond -

Returns:

applyWhere

public static void applyWhere(INDArray to,
                              Condition condition,
                              com.google.common.base.Function<Number,Number> function)

Based on the matching elements op to based on condition to with function function

Parameters:

to - the ndarray to op

condition - the condition on op

function - the function to apply the op to

applyWhere

public static void applyWhere(INDArray to,
                              Condition condition,
                              Number number)

This method sets provided number to all elements which match specified condition

Parameters:

to -

condition -

number -

assignIf

public static void assignIf(@NonNull
                            INDArray to,
                            @NonNull
                            INDArray from,
                            @NonNull
                            Condition condition)

This method does element-wise comparison for 2 equal-sized matrices, for each element that matches Condition. To is the array to apply the indexing to from is a condition mask array (0 or 1). This would come from the output of a bit masking method like: INDArray.gt(Number),INDArray.gte(Number), INDArray.lt(Number),..

Parameters:

to - the array to apply the condition to

from - the mask array

condition - the condition to apply

replaceWhere

public static void replaceWhere(@NonNull
                                INDArray to,
                                @NonNull
                                INDArray from,
                                @NonNull
                                Condition condition)

This method does element-wise comparison for 2 equal-sized matrices, for each element that matches Condition

Parameters:

to -

from -

condition -

chooseFrom

public static INDArray chooseFrom(@NonNull
                                  INDArray[] input,
                                  @NonNull
                                  Condition condition)

Choose from the inputs based on the given condition. This returns a row vector of all elements fulfilling the condition listed within the array for input

Parameters:

input - the input to filter

condition - the condition to filter based on

Returns:

a row vector of the input elements that are true ffor the given conditions

applyMask

public static INDArray applyMask(INDArray arr,
                                 INDArray mask)

A minor shortcut for applying a bitmask to a matrix

Parameters:

arr - The array to apply the mask to

mask - the mask to apply

Returns:

the array with the mask applied

applyMaskInPlace

public static INDArray applyMaskInPlace(INDArray arr,
                                        INDArray mask)

A minor shortcut for applying a bitmask to a matrix

Parameters:

arr - The array to apply the mask to

mask - the mask to apply

Returns:

the array with the mask applied

chooseFrom

public static INDArray chooseFrom(@NonNull
                                  INDArray[] input,
                                  @NonNull
                                  List<Double> tArgs,
                                  @NonNull
                                  List<Integer> iArgs,
                                  @NonNull
                                  Condition condition)

Choose from the inputs based on the given condition. This returns a row vector of all elements fulfilling the condition listed within the array for input. The double and integer arguments are only relevant for scalar operations (like when you have a scalar you are trying to compare each element in your input against)

Parameters:

input - the input to filter

tArgs - the double args

iArgs - the integer args

condition - the condition to filter based on

Returns:

a row vector of the input elements that are true ffor the given conditions

replaceWhere

public static void replaceWhere(@NonNull
                                INDArray to,
                                @NonNull
                                Number set,
                                @NonNull
                                Condition condition)

This method does element-wise assessing for 2 equal-sized matrices, for each element that matches Condition

Parameters:

to -

set -

condition -

applyWhere

public static void applyWhere(INDArray to,
                              Condition condition,
                              com.google.common.base.Function<Number,Number> function,
                              com.google.common.base.Function<Number,Number> alternativeFunction)

Based on the matching elements op to based on condition to with function function

Parameters:

to - the ndarray to op

condition - the condition on op

function - the function to apply the op to

applyWhere

public static void applyWhere(IComplexNDArray to,
                              Condition condition,
                              com.google.common.base.Function<IComplexNumber,IComplexNumber> function)

Based on the matching elements op to based on condition to with function function

Parameters:

to - the ndarray to op

condition - the condition on op

function - the function to apply the op to

firstIndex

public static INDArray firstIndex(INDArray array,
                                  Condition condition)

This method returns first index matching given condition PLEASE NOTE: This method will return -1 value if condition wasn't met

Parameters:

array -

condition -

Returns:

firstIndex

public static INDArray firstIndex(INDArray array,
                                  Condition condition,
                                  int... dimension)

This method returns first index matching given condition along given dimensions PLEASE NOTE: This method will return -1 values for missing conditions

Parameters:

array -

condition -

dimension -

Returns:

lastIndex

public static INDArray lastIndex(INDArray array,
                                 Condition condition)

This method returns last index matching given condition PLEASE NOTE: This method will return -1 value if condition wasn't met

Parameters:

array -

condition -

Returns:

lastIndex

public static INDArray lastIndex(INDArray array,
                                 Condition condition,
                                 int... dimension)

This method returns first index matching given condition along given dimensions PLEASE NOTE: This method will return -1 values for missing conditions

Parameters:

array -

condition -

dimension -

Returns: