| Package | Description |
|---|---|
| nuroko.algo | |
| nuroko.core | |
| nuroko.module | |
| nuroko.module.loss |
| Modifier and Type | Method and Description |
|---|---|
static void |
SimpleBackProp.train(IComponent comp,
mikera.vectorz.AVector input,
mikera.vectorz.AVector target,
double learnRate) |
static void |
SimpleBackProp.train(IComponent comp,
mikera.vectorz.AVector input,
mikera.vectorz.AVector target,
double learnRate,
LossFunction loss) |
| Modifier and Type | Method and Description |
|---|---|
IComponent |
IComponent.clone() |
| Modifier and Type | Method and Description |
|---|---|
List<IComponent> |
IComponent.getComponents() |
| Modifier and Type | Method and Description |
|---|---|
static ALayerStack |
Components.asLayerStack(IComponent comp) |
static Join |
Components.join(IComponent... components) |
static Stack |
Components.stack(IComponent... components) |
| Modifier and Type | Method and Description |
|---|---|
static Join |
Components.join(List<? extends IComponent> components) |
static Stack |
Components.stack(List<? extends IComponent> components) |
| Modifier and Type | Class and Description |
|---|---|
class |
AComponent |
class |
ACompoundComponent |
class |
ALayerStack
Abstract base class representing a stack of WeightLayer components
|
class |
CompoundLayerStack |
class |
Dropout |
class |
Join
Class representing a side-by-side joining of networks
|
class |
NeuralNet |
class |
Normaliser |
class |
Operator |
class |
Stack
A stack of connected components, with the output of each feeding into the
input of the next
|
| Modifier and Type | Field and Description |
|---|---|
protected ArrayList<IComponent> |
ACompoundComponent.components |
| Modifier and Type | Method and Description |
|---|---|
IComponent |
ACompoundComponent.getComponent(int i) |
IComponent |
AComponent.getComponent(int i) |
IComponent |
Stack.topComponent() |
IComponent |
AComponent.topComponent() |
| Modifier and Type | Method and Description |
|---|---|
List<IComponent> |
Operator.getComponents() |
List<IComponent> |
Normaliser.getComponents() |
List<IComponent> |
NeuralNet.getComponents() |
List<IComponent> |
CompoundLayerStack.getComponents() |
List<IComponent> |
ACompoundComponent.getComponents() |
| Constructor and Description |
|---|
ACompoundComponent(List<? extends IComponent> comps) |
Join(List<? extends IComponent> comps) |
Stack(List<? extends IComponent> comps) |
| Modifier and Type | Method and Description |
|---|---|
void |
LossFunction.calculateErrorDerivative(mikera.vectorz.AVector output,
mikera.vectorz.AVector target,
IComponent comp) |
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