| Modifier and Type | Class and Description |
|---|---|
class |
BaseTransformAnyOp |
class |
BaseTransformBoolOp |
class |
BaseTransformFloatOp |
class |
BaseTransformSameOp |
class |
BaseTransformStrictOp |
| Modifier and Type | Class and Description |
|---|---|
class |
Constant |
class |
MaxOut
Max out activation:
http://arxiv.org/pdf/1302.4389.pdf
|
| Modifier and Type | Class and Description |
|---|---|
class |
Assign
Identity function
|
| Modifier and Type | Class and Description |
|---|---|
class |
BooleanNot
Boolean NOT transform
|
class |
IsFinite
IsFinite function
|
class |
IsInf
IsInf function
|
class |
IsNaN
IsNaN function
|
class |
MatchConditionTransform
Match condition transform
|
| Modifier and Type | Class and Description |
|---|---|
class |
CompareAndReplace
Element-wise Compare-and-Replace implementation as Op
Basically this op does the same as Compare-and-Set, but op.X is checked against Condition instead
|
class |
CompareAndSet
Element-wise Compare-and-set implementation as Op
Please check javadoc to specific constructors, for detail information.
|
class |
Eps
Bit mask over the ndarrays as to whether
the components are equal or not
|
| Modifier and Type | Class and Description |
|---|---|
class |
RSqrt
RSqrt function
|
class |
Sqrt
Sqrt function
|
| Modifier and Type | Class and Description |
|---|---|
class |
CubeDerivative
Deprecated.
Use
CubeBp |
class |
HardSigmoidDerivative
Deprecated.
Use
HardSigmoidBp |
class |
HardTanhDerivative
Deprecated.
Use
HardTanhBp |
class |
RationalTanhDerivative
Deprecated.
Use
RationalTanhBp |
class |
RectifiedTanhDerivative
Deprecated.
Use
RectifiedTanhBp |
class |
SELUDerivative
Deprecated.
Use
SeluBp |
class |
SoftSignDerivative
Deprecated.
Use
SoftSignBp |
| Modifier and Type | Class and Description |
|---|---|
class |
BinaryMinimalRelativeError |
class |
BinaryRelativeError |
class |
RelativeError |
class |
Set
Set
|
| Modifier and Type | Class and Description |
|---|---|
class |
Axpy
Level 1 blas op Axpy as libnd4j native op
|
class |
CopyOp
Copy operation
|
class |
FModOp
Floating-point mod
|
class |
PowPairwise
Pairwise version of PoW
|
class |
RemainderOp
Floating-point remainder operation
|
| Modifier and Type | Class and Description |
|---|---|
class |
And
Boolean AND pairwise transform
|
class |
Not
Boolean AND pairwise transform
|
class |
Or
Boolean OR pairwise transform
|
class |
Xor
Boolean XOR pairwise transform
|
| Modifier and Type | Class and Description |
|---|---|
class |
Abs
Abs elementwise function
|
class |
AMax
Calculate the absolute minimum over a vector
|
class |
AMin
Calculate the absolute minimum over a vector
|
class |
Ceil
Ceiling elementwise function
|
class |
Cube
Cube (x^3) elementwise function
|
class |
Floor
Floor elementwise function
|
class |
Max
Calculate the maximum value between two arrays in an elementwise fashion, broadcasting if required
|
class |
Min
Calculate the minimum value between two arrays in an elementwise fashion, broadcasting if required
|
class |
Negative
Negative function
|
class |
OneMinus
1 - input
|
class |
Reciprocal
Created by susaneraly on 3/28/18.
|
class |
Round
Rounding function
|
class |
Sign
Signum function
|
class |
Square
Square function (x ^ 2)
|
class |
TimesOneMinus
If x is input: output is x*(1-x)
|
| Modifier and Type | Class and Description |
|---|---|
class |
ACos
Log elementwise function
|
class |
ACosh
ACosh elementwise function
|
class |
ASin
Arcsin elementwise function
|
class |
ASinh
Arcsin elementwise function
|
class |
ATan
Arc Tangent elementwise function
|
class |
ATanh
tan elementwise function
|
class |
Cos
Cosine elementwise function
|
class |
Cosh
Cosine Hyperbolic elementwise function
|
class |
Erf
Gaussian error function (erf) function, which is defined as
|
class |
Erfc
Complementary Gaussian error function (erfc), defined as
|
class |
Exp
Element-wise exponential function
|
class |
Expm1
Element-wise exponential function minus 1, i.e.
|
class |
GELU
GELU activation function - Gaussian Error Linear Units
For more details, see Gaussian Error Linear Units (GELUs) - https://arxiv.org/abs/1606.08415 Note: This op implements both the sigmoid and tanh-based approximations; to use the sigmoid approximation (recommended) use precise=false; otherwise, use precise = true for the slower but marginally more accurate tanh version. |
class |
GELUDerivative
GELU derivative
|
class |
HardSigmoid
HardSigmoid function
|
class |
HardTanh
Hard tanh elementwise function
|
class |
Log
Log elementwise function
|
class |
Log1p
Log1p function
|
class |
LogSigmoid
LogSigmoid function
|
class |
PreciseGELU
GELU activation function - Gaussian Error Linear Units
For more details, see Gaussian Error Linear Units (GELUs) - https://arxiv.org/abs/1606.08415 Note: This op implements both the sigmoid and tanh-based approximations; to use the sigmoid approximation (recommended) use precise=false; otherwise, use precise = true for the slower but marginally more accurate tanh version. |
class |
PreciseGELUDerivative
GELU derivative
|
class |
RationalTanh
Rational Tanh Approximation elementwise function, as described at https://github.com/deeplearning4j/libnd4j/issues/351
|
class |
RectifiedTanh
RectifiedTanh
Essentially max(0, tanh(x))
|
class |
Rint
Rint function
|
class |
SELU
SELU activation function
|
class |
SetRange
Set range to a particular set of values
|
class |
Sigmoid
Sigmoid function
|
class |
SigmoidDerivative
Deprecated.
|
class |
Sin
Log elementwise function
|
class |
Sinh
Sinh function
|
class |
SoftPlus |
class |
SoftSign
Softsign element-wise activation function.
|
class |
Stabilize
Stabilization function, forces values to be within a range
|
class |
Swish
Swish function
|
class |
SwishDerivative
Swish derivative
|
class |
Tan
Tanh elementwise function
|
class |
TanDerivative
Tan Derivative elementwise function
|
class |
Tanh
Tanh elementwise function
|
class |
TanhDerivative
Deprecated.
Use
TanhDerivative. |
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