io.improbable.keanu.tensor.intgr

Interface IntegerTensor

All Superinterfaces:

io.improbable.keanu.kotlin.IntegerOperators<IntegerTensor>, NumberTensor<java.lang.Integer>, io.improbable.keanu.kotlin.Operators<IntegerTensor>, Tensor<java.lang.Integer>

All Known Implementing Classes:

Nd4jIntegerTensor, ScalarIntegerTensor

public interface IntegerTensor
extends NumberTensor<java.lang.Integer>, io.improbable.keanu.kotlin.IntegerOperators<IntegerTensor>

Nested Class Summary

Nested classes/interfaces inherited from interface io.improbable.keanu.tensor.Tensor

Tensor.FlattenedView<T>

Field Summary

Fields

Modifier and Type	Field and Description
static IntegerTensor	ONE_SCALAR
static IntegerTensor	TWO_SCALAR
static IntegerTensor	ZERO_SCALAR

Fields inherited from interface io.improbable.keanu.tensor.Tensor

SCALAR_SHAPE, SCALAR_STRIDE

Method Summary

Modifier and Type	Method and Description
IntegerTensor	abs()
IntegerTensor	absInPlace()
IntegerTensor	apply(java.util.function.Function<java.lang.Integer,java.lang.Integer> function)
IntegerTensor	applyInPlace(java.util.function.Function<java.lang.Integer,java.lang.Integer> function)
IntegerTensor	concat(int dimension, IntegerTensor... those)
static IntegerTensor	create(int[] values)
static IntegerTensor	create(int[] values, int... shape)
static IntegerTensor	create(int value, int[] shape)
IntegerTensor	diag()
IntegerTensor	div(int value)
IntegerTensor	div(IntegerTensor that)
IntegerTensor	divInPlace(int value)
IntegerTensor	divInPlace(IntegerTensor that)
static IntegerTensor	eye(int n)
IntegerTensor	getGreaterThanMask(IntegerTensor greaterThanThis)
IntegerTensor	getGreaterThanOrEqualToMask(IntegerTensor greaterThanThis)
IntegerTensor	getLessThanMask(IntegerTensor lessThanThis)
IntegerTensor	getLessThanOrEqualToMask(IntegerTensor lessThanThis)
BooleanTensor	greaterThan(int value)
BooleanTensor	greaterThan(IntegerTensor value)
BooleanTensor	greaterThanOrEqual(int value)
BooleanTensor	greaterThanOrEqual(IntegerTensor value)
BooleanTensor	lessThan(int value)
BooleanTensor	lessThan(IntegerTensor value)
BooleanTensor	lessThanOrEqual(int value)
BooleanTensor	lessThanOrEqual(IntegerTensor value)
IntegerTensor	matrixMultiply(IntegerTensor value)
IntegerTensor	minus(int value)
IntegerTensor	minus(IntegerTensor that)
IntegerTensor	minusInPlace(int value)
IntegerTensor	minusInPlace(IntegerTensor that)
static IntegerTensor	ones(int[] shape)
static IntegerTensor	placeHolder(int[] shape)
IntegerTensor	plus(int value)
IntegerTensor	plus(IntegerTensor that)
IntegerTensor	plusInPlace(int value)
IntegerTensor	plusInPlace(IntegerTensor that)
IntegerTensor	pow(int exponent)
IntegerTensor	pow(IntegerTensor exponent)
IntegerTensor	powInPlace(int exponent)
IntegerTensor	powInPlace(IntegerTensor exponent)
IntegerTensor	reshape(int... newShape)
static IntegerTensor	scalar(int scalarValue)
IntegerTensor	setWithMask(IntegerTensor mask, int value)
IntegerTensor	setWithMaskInPlace(IntegerTensor mask, int value)
IntegerTensor	slice(int dimension, int index)
IntegerTensor	sum(int... overDimensions)
IntegerTensor	tensorMultiply(IntegerTensor value, int[] dimLeft, int[] dimsRight)
IntegerTensor	times(int value)
IntegerTensor	times(IntegerTensor that)
IntegerTensor	timesInPlace(int value)
IntegerTensor	timesInPlace(IntegerTensor that)
IntegerTensor	transpose()
IntegerTensor	unaryMinus()
IntegerTensor	unaryMinusInPlace()
static IntegerTensor	zeros(int[] shape)

Methods inherited from interface io.improbable.keanu.tensor.NumberTensor

sum, toDouble, toInteger

Methods inherited from interface io.improbable.keanu.tensor.Tensor

asFlatArray, asFlatDoubleArray, asFlatIntegerArray, asFlatList, duplicate, elementwiseEquals, elementwiseEquals, getFlattenedView, getLength, getRank, getShape, getValue, hasSameShapeAs, hasSameShapeAs, isMatrix, isScalar, isShapePlaceholder, isVector, scalar, setValue

Field Detail

ZERO_SCALAR

static final IntegerTensor ZERO_SCALAR

ONE_SCALAR

static final IntegerTensor ONE_SCALAR

TWO_SCALAR

static final IntegerTensor TWO_SCALAR

Method Detail

create

static IntegerTensor create(int value,
                            int[] shape)

create

static IntegerTensor create(int[] values,
                            int... shape)

create

static IntegerTensor create(int[] values)

ones

static IntegerTensor ones(int[] shape)

eye

static IntegerTensor eye(int n)

zeros

static IntegerTensor zeros(int[] shape)

scalar

static IntegerTensor scalar(int scalarValue)

Specified by:

scalar in interface Tensor<java.lang.Integer>

placeHolder

static IntegerTensor placeHolder(int[] shape)

Specified by:

placeHolder in interface Tensor<java.lang.Integer>

reshape

IntegerTensor reshape(int... newShape)

Specified by:

reshape in interface Tensor<java.lang.Integer>

diag

IntegerTensor diag()

transpose

IntegerTensor transpose()

sum

IntegerTensor sum(int... overDimensions)

minus

IntegerTensor minus(int value)

Specified by:

minus in interface io.improbable.keanu.kotlin.IntegerOperators<IntegerTensor>

plus

IntegerTensor plus(int value)

Specified by:

plus in interface io.improbable.keanu.kotlin.IntegerOperators<IntegerTensor>

times

IntegerTensor times(int value)

Specified by:

times in interface io.improbable.keanu.kotlin.IntegerOperators<IntegerTensor>

div

IntegerTensor div(int value)

Specified by:

div in interface io.improbable.keanu.kotlin.IntegerOperators<IntegerTensor>

pow

IntegerTensor pow(IntegerTensor exponent)

pow

IntegerTensor pow(int exponent)

minus

IntegerTensor minus(IntegerTensor that)

Specified by:

minus in interface io.improbable.keanu.kotlin.Operators<IntegerTensor>

plus

IntegerTensor plus(IntegerTensor that)

Specified by:

plus in interface io.improbable.keanu.kotlin.Operators<IntegerTensor>

times

IntegerTensor times(IntegerTensor that)

Specified by:

times in interface io.improbable.keanu.kotlin.Operators<IntegerTensor>

matrixMultiply

IntegerTensor matrixMultiply(IntegerTensor value)

tensorMultiply

IntegerTensor tensorMultiply(IntegerTensor value,
                             int[] dimLeft,
                             int[] dimsRight)

div

IntegerTensor div(IntegerTensor that)

Specified by:

div in interface io.improbable.keanu.kotlin.Operators<IntegerTensor>

unaryMinus

IntegerTensor unaryMinus()

Specified by:

unaryMinus in interface io.improbable.keanu.kotlin.Operators<IntegerTensor>

abs

IntegerTensor abs()

getGreaterThanMask

IntegerTensor getGreaterThanMask(IntegerTensor greaterThanThis)

getGreaterThanOrEqualToMask

IntegerTensor getGreaterThanOrEqualToMask(IntegerTensor greaterThanThis)

getLessThanMask

IntegerTensor getLessThanMask(IntegerTensor lessThanThis)

getLessThanOrEqualToMask

IntegerTensor getLessThanOrEqualToMask(IntegerTensor lessThanThis)

setWithMaskInPlace

IntegerTensor setWithMaskInPlace(IntegerTensor mask,
                                 int value)

setWithMask

IntegerTensor setWithMask(IntegerTensor mask,
                          int value)

apply

IntegerTensor apply(java.util.function.Function<java.lang.Integer,java.lang.Integer> function)

slice

IntegerTensor slice(int dimension,
                    int index)

Specified by:

slice in interface Tensor<java.lang.Integer>

concat

IntegerTensor concat(int dimension,
                     IntegerTensor... those)

minusInPlace

IntegerTensor minusInPlace(int value)

plusInPlace

IntegerTensor plusInPlace(int value)

timesInPlace

IntegerTensor timesInPlace(int value)

divInPlace

IntegerTensor divInPlace(int value)

powInPlace

IntegerTensor powInPlace(IntegerTensor exponent)

powInPlace

IntegerTensor powInPlace(int exponent)

minusInPlace

IntegerTensor minusInPlace(IntegerTensor that)

plusInPlace

IntegerTensor plusInPlace(IntegerTensor that)

timesInPlace

IntegerTensor timesInPlace(IntegerTensor that)

divInPlace

IntegerTensor divInPlace(IntegerTensor that)

unaryMinusInPlace

IntegerTensor unaryMinusInPlace()

absInPlace

IntegerTensor absInPlace()

applyInPlace

IntegerTensor applyInPlace(java.util.function.Function<java.lang.Integer,java.lang.Integer> function)

lessThan

BooleanTensor lessThan(int value)

lessThanOrEqual

BooleanTensor lessThanOrEqual(int value)

lessThan

BooleanTensor lessThan(IntegerTensor value)

lessThanOrEqual

BooleanTensor lessThanOrEqual(IntegerTensor value)

greaterThan

BooleanTensor greaterThan(int value)

greaterThanOrEqual

BooleanTensor greaterThanOrEqual(int value)

greaterThan

BooleanTensor greaterThan(IntegerTensor value)

greaterThanOrEqual

BooleanTensor greaterThanOrEqual(IntegerTensor value)