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NetworkTrainer
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package learning
object
NetworkTrainer
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type
NetworkTrainer
=
Trainer
[
Double
,
TopologicalNode
,
List
]
Value Members
final
def
!=
(
arg0:
Any
)
:
Boolean
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final
def
##
()
:
Int
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final
def
==
(
arg0:
Any
)
:
Boolean
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final
def
asInstanceOf
[
T0
]
:
T0
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def
clone
()
:
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protected[
java.lang
]
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@throws
(
...
)
final
def
eq
(
arg0:
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)
:
Boolean
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def
equals
(
arg0:
Any
)
:
Boolean
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def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
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@throws
(
classOf[java.lang.Throwable]
)
final
def
getClass
()
:
Class
[_]
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def
hashCode
()
:
Int
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final
def
isInstanceOf
[
T0
]
:
Boolean
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final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
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def
newDeltaRuleChemicalNetworkRunnableTrainer
(
setting:
MachineLearningSetting
,
trainingStream:
IOStream
[
Double
]
,
learner:
TimeRunnable
with
Publisher
[
StateEvent
[
Double
,
List
]]
,
weightAccessor:
WeightAccessible
[
Double
]
,
outputNodes:
Iterable
[
TopologicalNode
]
,
trainOutputNodesOnly:
Boolean
=
false
)
:
NetworkTrainer
def
newDeltaRuleChemicalNetworkTrainer
(
networkRunnableFactory:
NetworkRunnableFactory
[
Double
]
)
(
setting:
MachineLearningSetting
,
trainingStream:
IOStream
[
Double
]
,
network:
Network
[
Double
]
,
outputNodes:
Iterable
[
TopologicalNode
]
,
trainOutputNodesOnly:
Boolean
=
false
)
:
NetworkTrainer
def
newDeltaRuleNetworkRunnableTrainer
(
setting:
MachineLearningSetting
,
trainingStream:
IOStream
[
Double
]
,
learner:
TimeRunnable
with
Publisher
[
StateEvent
[
Double
,
List
]]
,
weightAccessor:
WeightAccessible
[
Double
]
,
outputNodes:
Iterable
[
TopologicalNode
]
,
trainOutputNodesOnly:
Boolean
=
false
)
:
NetworkTrainer
def
newDeltaRuleNetworkTrainer
(
networkRunnableFactory:
NetworkRunnableFactory
[
Double
]
)
(
setting:
MachineLearningSetting
,
trainingStream:
IOStream
[
Double
]
,
network:
Network
[
Double
]
,
outputNodes:
Iterable
[
TopologicalNode
]
,
trainOutputNodesOnly:
Boolean
=
false
)
:
NetworkTrainer
def
newLinearRegressionNetworkRunnableTrainer
(
setting:
MachineLearningSetting
,
iterationNum:
Int
,
weightAdaptationIterationNum:
Option
[
Int
]
,
trainingStream:
IOStream
[
Double
]
,
learner:
TimeRunnable
with
Publisher
[
StateEvent
[
Double
,
List
]]
,
weightAccessor:
WeightAccessible
[
Double
]
,
outputNodes:
Iterable
[
TopologicalNode
]
)
:
NetworkTrainer
def
newLinearRegressionNetworkTrainerWithWeightAccessible
(
networkRunnableFactory:
NetworkRunnableFactory
[
Double
]
)
(
setting:
MachineLearningSetting
,
iterationNum:
Int
,
weightAdaptationIterationNum:
Int
,
spectralRadius:
Double
,
trainingStream:
IOStream
[
Double
]
,
network:
Network
[
Double
]
,
outputNodes:
Iterable
[
TopologicalNode
]
)
: (
NetworkTrainer
,
WeightAccessible
[
Double
])
def
newPlainLinearRegressionNetworkTrainer
(
networkRunnableFactory:
NetworkRunnableFactory
[
Double
]
)
(
setting:
MachineLearningSetting
,
iterationNum:
Int
,
trainingStream:
IOStream
[
Double
]
,
network:
Network
[
Double
]
,
outputNodes:
Iterable
[
TopologicalNode
]
)
:
NetworkTrainer
def
normalizeWeights
(
nodes:
Traversable
[
TopologicalNode
]
,
weightAccessor:
WeightAccessible
[
Double
]
,
spectralRadius:
Double
)
:
Unit
final
def
notify
()
:
Unit
Definition Classes
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final
def
notifyAll
()
:
Unit
Definition Classes
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final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
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def
toString
()
:
String
Definition Classes
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final
def
wait
()
:
Unit
Definition Classes
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Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
,
arg1:
Int
)
:
Unit
Definition Classes
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@throws
(
...
)
final
def
wait
(
arg0:
Long
)
:
Unit
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@throws
(
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)
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