org
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platanios
.
tensorflow
.
api
.
learn
.
models
RBM
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object RBM
|
package models
class
RBM
extends
UnsupervisedTrainableModel
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
]
Linear Supertypes
UnsupervisedTrainableModel
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
],
TrainableModel
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
,
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
],
InferenceModel
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
],
Model
,
AnyRef
,
Any
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By Inheritance
Inherited
RBM
UnsupervisedTrainableModel
TrainableModel
InferenceModel
Model
AnyRef
Any
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All
Instance Constructors
new
RBM
(
input:
Input
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
]
,
numHidden:
Int
,
meanField:
Boolean
=
true
,
numSamples:
Int
=
100
,
meanFieldCD:
Boolean
=
false
,
cdSteps:
Int
=
1
,
optimizer:
Optimizer
,
name:
String
=
"RBM"
)
Type Members
type
EvalOps
=
EvaluateOps
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
]
type
InferOps
=
Model.InferOps
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
]
type
TrainOps
=
UnsupervisedTrainOps
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
]
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
buildEvaluateOps
(
metrics:
Seq
[
Metric
[
ops.Output
,
ops.Output
]]
)
:
EvalOps
Definition Classes
RBM
→
UnsupervisedTrainableModel
→
TrainableModel
def
buildInferOps
()
:
InferOps
Definition Classes
RBM
→
InferenceModel
def
buildTrainOps
()
:
TrainOps
Definition Classes
RBM
→
UnsupervisedTrainableModel
→
TrainableModel
val
cdSteps
:
Int
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
...
)
val
colocateGradientsWithOps
:
Boolean
Attributes
protected
Definition Classes
Model
val
dataType
:
types.DataType
final
def
eq
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
def
equals
(
arg0:
Any
)
:
Boolean
Definition Classes
AnyRef → Any
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
hashCode
()
:
Int
Definition Classes
AnyRef → Any
val
input
:
Input
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
]
final
def
isInstanceOf
[
T0
]
:
Boolean
Definition Classes
Any
val
meanField
:
Boolean
val
meanFieldCD
:
Boolean
val
name
:
String
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
val
numHidden
:
Int
val
numInputs
:
Int
val
numSamples
:
Int
val
optimizer
:
Optimizer
final
def
synchronized
[
T0
]
(
arg0: ⇒
T0
)
:
T0
Definition Classes
AnyRef
def
toString
()
:
String
Definition Classes
AnyRef → Any
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
UnsupervisedTrainableModel
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
]
Inherited from
TrainableModel
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
,
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
]
Inherited from
InferenceModel
[
tensors.Tensor
[
types.DataType
],
ops.Output
,
types.DataType
,
core.Shape
,
ops.Output
]
Inherited from
Model
Inherited from
AnyRef
Inherited from
Any
Ungrouped