Modifier and Type | Class and Description |
---|---|
class |
BaseAccumulation
Base class for accumulation, initiates the initial entry
with respect to the child class.
|
class |
BaseLossFunction |
class |
BaseScalarOp
Base scalar operation
|
class |
BaseTransformOp
A base op for basic getters and setters
|
Modifier and Type | Class and Description |
---|---|
class |
Bias
Calculate a bias
|
class |
Dot
Dot product
|
class |
IAMax
Calculate the max over a vector
|
class |
Max
Calculate the max over a vector
|
class |
Mean
Calculate the mean of the vector
|
class |
Min
Calculate the min over a vector
|
class |
Norm1
Sum of absolute values
|
class |
Norm2
Sum of absolute values
|
class |
NormMax
The max absolute value
|
class |
Prod
Prod the components
|
class |
StandardDeviation
Standard deviation (sqrt of variance)
|
class |
Sum
Sum the components
|
class |
Variance
Variance with bias correction.
|
Modifier and Type | Class and Description |
---|---|
class |
CosineSimilarity
Cosine similarity
Note that you need to initialize
a scaling constant equal to the norm2 of the
vector
|
class |
EuclideanDistance
Euclidean distance
|
class |
ManhattanDistance
Manhattan distance
|
Modifier and Type | Class and Description |
---|---|
class |
ScalarAdd
Scalar addition
|
class |
ScalarDivision
Scalar division
|
class |
ScalarMax
Scalar max operation.
|
class |
ScalarMultiplication
Scalar multiplication
|
class |
ScalarReverseDivision
Scalar reverse division
|
class |
ScalarReverseSubtraction
Scalar reverse subtraction
|
class |
ScalarSet
Scalar max operation.
|
class |
ScalarSubtraction
Scalar subtraction
|
Modifier and Type | Class and Description |
---|---|
class |
ScalarEquals
Return a binary (0 or 1) when greater than a number
|
class |
ScalarGreaterThan
Return a binary (0 or 1) when greater than a number
|
class |
ScalarGreaterThanOrEqual
Return a binary (0 or 1) when greater than or equal to a number
|
class |
ScalarLessThan
Return a binary (0 or 1) when less than a number
|
class |
ScalarLessThanOrEqual
Return a binary (0 or 1) when less than
or equal to a number
|
class |
ScalarNotEquals
Return a binary (0 or 1)
when greater than a number
|
class |
ScalarSetValue
Scalar value set operation.
|
Modifier and Type | Class and Description |
---|---|
class |
Abs
Abs elementwise function
|
class |
ACos
Log elementwise function
|
class |
ASin
Arcsin elementwise function
|
class |
ATan
Arc Tangent elementwise function
|
class |
Ceil
Ceiling elementwise function
|
class |
Cos
Cosine elementwise function
|
class |
Exp
Exp elementwise function
|
class |
Floor
Floor elementwise function
|
class |
HardTanh
Hard tanh elementwise function
|
class |
HardTanhDerivative
Hard tanh elementwise derivative function
|
class |
Identity
Identity function
|
class |
LeakyReLU
Leaky Rectified linear unit.
|
class |
LeakyReLUDerivative
Leaky ReLU derivative.
|
class |
LinearIndex
Collects the linear indexes
for a given vector.
|
class |
Log
Log elementwise function
|
class |
MaxOut
Max out activation:
http://arxiv.org/pdf/1302.4389.pdf
|
class |
Negative
Negative function
|
class |
OneMinus
1 - input
|
class |
Ones
Ones (represents a constant)
|
class |
Pow
Pow function
|
class |
RectifedLinear
Rectified linear units
|
class |
Round
Rounding function
|
class |
SetRange
Set range to a particular set of values
|
class |
Sigmoid
Sigmoid function
|
class |
SigmoidDerivative
Sigmoid derivative
|
class |
Sign
Signum function
|
class |
Sin
Log elementwise function
|
class |
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.
|
class |
SoftMaxDerivative
Softmax derivative
|
class |
SoftPlus |
class |
SoftSign
Softsign element-wise activation function.
|
class |
SoftSignDerivative
SoftSign derivative.
|
class |
Sqrt
Sqrt function
|
class |
Stabilize
Stabilization function, forces values to be within a range
|
class |
Step
Unit step function.
|
class |
Tanh
Tanh elementwise function
|
class |
TanhDerivative
Tanh derivative
|
class |
TimesOneMinus
If x is input: output is x*(1-x)
|
class |
VectorFFT
Encapsulated vector operation
|
class |
VectorIFFT
Single ifft operation
|
Modifier and Type | Class and Description |
---|---|
class |
AddOp
Addition operation
|
class |
CopyOp
Copy operation
|
class |
DivOp
Division operation
|
class |
MulOp
Multiplication operation
|
class |
RDivOp
Division operation
|
class |
RSubOp
Subtraction operation
|
class |
SubOp
Subtraction operation
|
Modifier and Type | Class and Description |
---|---|
class |
Eps
Bit mask over the ndarrays as to whether
the components are equal or not
|
class |
EqualTo
Bit mask over the ndarrays as to whether
the components are equal or not
|
class |
GreaterThan
Bit mask over the ndarrays as to whether
the components are greater than or not
|
class |
GreaterThanOrEqual
Bit mask over the ndarrays as to whether
the components are greater than or equal or not
|
class |
LessThan
Bit mask over the ndarrays as to whether
the components are less than or not
|
class |
LessThanOrEqual
Bit mask over the ndarrays as to whether
the components are less than or equal or not
|
class |
NotEqualTo
Not equal to function:
Bit mask over whether 2 elements are not equal or not
|
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