| Class | Description |
|---|---|
| ABoundedOp | |
| Absolute | |
| Add |
Binary operator for `max` function
|
| AddFunction |
Binary operator for z = a.y + b.f(x) function
|
| AFunctionOp | |
| ALinearOp | |
| APolynomialOp | |
| ARoundingOp | |
| Clamp |
Operator for clamping values within a given range
|
| Composed | |
| ComposedOp2 |
Class representing a composed operation of the form z = f(x,g(y))
|
| Constant | |
| Cosh | |
| CrossEntropy |
Binary operator to compute cross entropy between an output and target value
given two probability values in range 0..1
|
| CrossEntropyDerivative |
Binary operator to compute derivative of cross entropy loss between an output and target value
given two probability values in range 0..1
|
| CrossEntropyLogisticDerivative |
Binary operator to compute derivative of cross entropy loss multiplied by derivative of
logistic function.
|
| Derivative |
A class that represents the derivative of another op.
|
| Division | |
| Exp |
The renowned exponential function
|
| GaussianNoise |
Operator to add gaussian noise to a value
|
| Identity |
Singleton identity operator
|
| Inverse |
Operator representing the inverse of another operator
|
| Linear | |
| Log |
The renowned exponential function
|
| Logistic | |
| LogN |
The renowned exponential function
|
| Max |
Binary operator for `max` function
|
| Min |
Binary operator for `min` function
|
| NormalRBF | |
| Offset | |
| Power | |
| Product | |
| Quadratic | |
| Reciprocal | |
| ScaledLogistic |
A logistic function, with input scaled by a fixed factor
|
| Signum | |
| SoftPlus | |
| Sqrt | |
| Square | |
| StochasticBinary | |
| Sum | |
| Tanh |
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