Class | Description |
---|---|
Abs |
Abs elementwise function
|
ACos |
Log elementwise function
|
ACosh |
ACosh elementwise function
|
All |
Boolean AND pairwise transform
|
And |
Boolean AND pairwise transform
|
ASin |
Arcsin elementwise function
|
ASinh |
Arcsin elementwise function
|
Assign |
Assign op: x = y, with broadcast as required
|
ATan |
Arc Tangent elementwise function
|
ATan2 |
Arc Tangent elementwise function
|
ATanh |
tan elementwise function
|
BaseDynamicTransformOp | |
BatchToSpace |
N-dimensional batch to space operation.
|
Ceil |
Ceiling elementwise function
|
Constant | |
Cos |
Cosine elementwise function
|
Cosh |
Cosine Hyperbolic elementwise function
|
Cube |
Cube (x^3) elementwise function
|
Dilation2D |
Dilation2D op wrapper
|
DynamicPartition |
Transforms a given input tensor into numPartitions partitions, as indicated by the indices in "partitions".
|
DynamicStitch |
Transforms a given input tensor into numPartitions partitions, as indicated by the indices in "partitions".
|
ELU |
ELU: Exponential Linear Unit (alpha=1.0)
Introduced in paper: Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arn?? Clevert, Thomas Unterthiner, Sepp Hochreiter (2015) http://arxiv.org/abs/1511.07289 |
Erf |
Gaussian error function (erf) function, which is defined as
|
Erfc |
Complementary Gaussian error function (erfc), defined as
|
Exp |
Element-wise exponential function
|
Expm1 |
Element-wise exponential function minus 1, i.e.
|
Fill |
Fill an array of given "shape" with the provided "value", e.g.
|
Floor |
Floor elementwise function
|
HardSigmoid |
HardSigmoid function
|
HardTanh |
Hard tanh elementwise function
|
Histogram | |
Identity |
Identity function
|
InvertPermutation |
Inverse of index permutation.
|
IsFinite |
IsFinite function
|
IsInf |
IsInf function
|
IsMax |
[1, 2, 3, 1] -> [0, 0, 1, 0]
|
IsNaN |
IsNaN function
|
LeakyReLU |
Leaky Rectified linear unit.
|
LegacyDropOut |
DropOut implementation as Op
PLEASE NOTE: This is legacy DropOut implementation, please consider using op with the same opName from randomOps
|
LegacyDropOutInverted |
Inverted DropOut implementation as Op
PLEASE NOTE: This is legacy DropOutInverted implementation, please consider using op with the same opName from randomOps
|
Log |
Log elementwise function
|
Log1p |
Log1p function
|
LogSigmoid |
LogSigmoid function
|
LogSigmoidDerivative |
LogSigmoid derivative
|
LogSoftMax |
Log(softmax(X))
|
LogX |
Log on arbitrary base op
|
MatchConditionTransform |
Absolute sum the components
|
MatrixDiagPart | |
MatrixSetDiag | |
MaxOut |
Max out activation:
http://arxiv.org/pdf/1302.4389.pdf
|
Negative |
Negative function
|
Not |
Boolean AND pairwise transform
|
OldAtan2Op |
atan2 operation
|
OldIdentity |
Identity function
|
OldReverse |
OldReverse op
|
OldSoftMax |
Soft max function
row_maxes is a row vector (max for each row)
row_maxes = rowmaxes(input)
diff = exp(input - max) / diff.rowSums()
Outputs a probability distribution.
|
OneMinus |
1 - input
|
Or |
Boolean OR pairwise transform
|
Pow |
Pow function
|
PowDerivative |
Pow derivative
z = n * x ^ (n-1)
|
RationalTanh |
Rational Tanh Approximation elementwise function, as described at https://github.com/deeplearning4j/libnd4j/issues/351
|
Reciprocal |
Created by susaneraly on 3/28/18.
|
RectifedLinear |
Rectified linear units
|
RectifiedTanh |
RectifiedTanh
Essentially max(0, tanh(x))
|
Relu6 |
Rectified linear unit 6, i.e.
|
ReluLayer |
Composed op: relu((X, W) + b)
|
ReplaceNans |
Element-wise "Replace NaN" implementation as Op
|
Reverse | |
ReverseSequence |
Created by farizrahman4u on 3/16/18.
|
Rint |
Rint function
|
Round |
Rounding function
|
RSqrt |
RSqrt function
|
SELU |
SELU activation function
|
Set |
Set
|
SetRange |
Set range to a particular set of values
|
Sigmoid |
Sigmoid function
|
SigmoidDerivative |
Sigmoid derivative
|
Sign |
Signum function
|
Sin |
Log elementwise function
|
Sinh |
Sinh function
|
SoftMax |
Soft max function
row_maxes is a row vector (max for each row)
row_maxes = rowmaxes(input)
diff = exp(input - max) / diff.rowSums()
Outputs a probability distribution.
|
SoftMaxDerivative |
Softmax derivative
|
SoftPlus | |
SoftSign |
Softsign element-wise activation function.
|
SpaceToBatch |
N-dimensional space to batch operation.
|
Sqrt |
Sqrt function
|
Stabilize |
Stabilization function, forces values to be within a range
|
Step |
Unit step function.
|
Swish |
Swish function
|
SwishDerivative |
Swish derivative
|
Tan |
Tanh elementwise function
|
TanDerivative |
Tan Derivative elementwise function
|
Tanh |
Tanh elementwise function
|
TanhDerivative |
Tanh derivative
|
TimesOneMinus |
If x is input: output is x*(1-x)
|
Xor |
Boolean XOR pairwise transform
|
XwPlusB |
Composed op: mmul (X, W) + b
|
Copyright © 2018. All rights reserved.