io.improbable.keanu.tensor.validate

Interface TensorValidator<DATATYPE,TENSOR extends Tensor<DATATYPE>>

All Superinterfaces:

TensorValueChecker<TENSOR>

All Known Implementing Classes:

DebugTensorValidator, NaNFixingTensorValidator, TensorCheckAndRespondValidator

public interface TensorValidator<DATATYPE,TENSOR extends Tensor<DATATYPE>>
extends TensorValueChecker<TENSOR>

Field Summary

Fields

Modifier and Type	Field and Description
static DebugTensorValidator<java.lang.Double,DoubleTensor>	NAN_CATCHER
static DebugTensorValidator<java.lang.Double,DoubleTensor>	NAN_FIXER
static TensorValidator<java.lang.Double,DoubleTensor>	ZERO_CATCHER

Method Summary

Modifier and Type	Method and Description
static <DATATYPE,TENSOR extends Tensor<DATATYPE>> TensorCheckAndRespondValidator<DATATYPE,TENSOR>	thatExpects(java.util.function.Function<TENSOR,BooleanTensor> checkFunction)
static <DATATYPE,TENSOR extends Tensor<DATATYPE>> TensorCheckAndRespondValidator<DATATYPE,TENSOR>	thatExpectsElementwise(java.util.function.Function<DATATYPE,java.lang.Boolean> checkFunction)
static <DATATYPE,TENSOR extends Tensor<DATATYPE>> TensorCheckAndRespondValidator<DATATYPE,TENSOR>	thatExpectsNotToFind(DATATYPE v)
static <DATATYPE,TENSOR extends Tensor<DATATYPE>> TensorCheckAndRespondValidator<DATATYPE,TENSOR>	thatFixesElementwise(java.util.function.Function<DATATYPE,java.lang.Boolean> checkFunction, TensorValidationPolicy<TENSOR> validationPolicy)
static <DATATYPE,TENSOR extends Tensor<DATATYPE>> TensorValidator<DATATYPE,TENSOR>	thatReplaces(DATATYPE oldValue, DATATYPE newValue)
TENSOR	validate(TENSOR tensor)

Methods inherited from interface io.improbable.keanu.tensor.validate.check.TensorValueChecker

check

Field Detail

ZERO_CATCHER

static final TensorValidator<java.lang.Double,DoubleTensor> ZERO_CATCHER

NAN_CATCHER

static final DebugTensorValidator<java.lang.Double,DoubleTensor> NAN_CATCHER

NAN_FIXER

static final DebugTensorValidator<java.lang.Double,DoubleTensor> NAN_FIXER

Method Detail

validate

TENSOR validate(TENSOR tensor)

thatExpectsNotToFind

static <DATATYPE,TENSOR extends Tensor<DATATYPE>> TensorCheckAndRespondValidator<DATATYPE,TENSOR> thatExpectsNotToFind(DATATYPE v)

thatReplaces

static <DATATYPE,TENSOR extends Tensor<DATATYPE>> TensorValidator<DATATYPE,TENSOR> thatReplaces(DATATYPE oldValue,
                                                                                                DATATYPE newValue)

thatExpects

static <DATATYPE,TENSOR extends Tensor<DATATYPE>> TensorCheckAndRespondValidator<DATATYPE,TENSOR> thatExpects(java.util.function.Function<TENSOR,BooleanTensor> checkFunction)

thatExpectsElementwise

static <DATATYPE,TENSOR extends Tensor<DATATYPE>> TensorCheckAndRespondValidator<DATATYPE,TENSOR> thatExpectsElementwise(java.util.function.Function<DATATYPE,java.lang.Boolean> checkFunction)

thatFixesElementwise

static <DATATYPE,TENSOR extends Tensor<DATATYPE>> TensorCheckAndRespondValidator<DATATYPE,TENSOR> thatFixesElementwise(java.util.function.Function<DATATYPE,java.lang.Boolean> checkFunction,
                                                                                                                       TensorValidationPolicy<TENSOR> validationPolicy)