org
.
mitre
.
jcarafe
.
crf
SgdLearnerWithL1
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package crf
trait
SgdLearnerWithL1
[
T
]
extends
SparseTrainable
[
T
] with
CrfLearner
Linear Supertypes
CrfLearner
,
SparseTrainable
[
T
],
Trainable
[
T
],
Serializable
,
Serializable
,
AnyRef
,
Any
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Inherited
SgdLearnerWithL1
CrfLearner
SparseTrainable
Trainable
Serializable
Serializable
AnyRef
Any
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Public
All
Type Members
class
DoubleCell
extends
AnyRef
Definition Classes
SparseTrainable
Abstract Value Members
abstract
val
C
:
Double
Definition Classes
SparseTrainable
abstract
val
batchSize
:
Int
Definition Classes
SparseTrainable
abstract
val
curPos
:
Int
Definition Classes
SparseTrainable
abstract
val
eta
:
Double
Definition Classes
SparseTrainable
abstract
val
etas
:
Array
[
Double
]
Definition Classes
SparseTrainable
abstract
def
getCoreModel
()
:
CoreModel
Definition Classes
Trainable
abstract
def
getGradient
(
instAccessor:
AccessSeq
[
T
]
)
:
Option
[
Double
]
Definition Classes
Trainable
abstract
val
gradient
:
HashMap
[
Int
,
DoubleCell
]
Definition Classes
SparseTrainable
abstract
val
initialLearningRate
:
Double
Definition Classes
SparseTrainable
abstract
def
initialize
()
:
Unit
Definition Classes
Trainable
abstract
val
lambdas
:
Array
[
Double
]
Definition Classes
Trainable
abstract
val
maxEpochs
:
Int
Definition Classes
SparseTrainable
abstract
val
momentum
:
Double
Definition Classes
SparseTrainable
abstract
val
numGradIssues
:
Int
Definition Classes
SparseTrainable
abstract
val
numParams
:
Int
Definition Classes
Trainable
abstract
val
pAlpha
:
Double
Definition Classes
SparseTrainable
abstract
val
periodSize
:
Int
Definition Classes
SparseTrainable
abstract
val
quiet
:
Boolean
Definition Classes
SparseTrainable
Concrete Value Members
final
def
!=
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
final
def
##
()
:
Int
Definition Classes
AnyRef → Any
final
def
==
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
Any
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
def
eq
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
def
equals
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
val
eta_0
:
Double
def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
classOf[java.lang.Throwable]
)
final
def
getClass
()
:
Class
[_]
Definition Classes
AnyRef → Any
def
getLambdas
:
Array
[
Double
]
Definition Classes
Trainable
def
hashCode
()
:
Int
Definition Classes
AnyRef → Any
final
def
isInstanceOf
[
T0
]
:
Boolean
Definition Classes
Any
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
val
p_alpha
:
Double
def
print_zero_wt_feature_cnt
(
weights:
Array
[
Double
]
,
num_features:
Int
)
:
Unit
Definition Classes
CrfLearner
val
q
:
Array
[
Double
]
final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
AnyRef
def
toString
()
:
String
Definition Classes
AnyRef → Any
def
train
(
accessSeq:
AccessSeq
[
T
]
,
x:
Int
,
modelIterFn:
Option
[(
CoreModel
,
Int
) ⇒
Unit
] =
None
)
:
CoreModel
Definition Classes
SgdLearnerWithL1
→
Trainable
final
def
wait
()
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
,
arg1:
Int
)
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
)
:
Unit
Definition Classes
AnyRef
Annotations
@throws
(
...
)
Inherited from
CrfLearner
Inherited from
SparseTrainable
[
T
]
Inherited from
Trainable
[
T
]
Inherited from
Serializable
Inherited from
Serializable
Inherited from
AnyRef
Inherited from
Any
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