io
.
github
.
mandar2812
.
dynaml
.
examples
TestGPHousing
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package examples
object
TestGPHousing
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TestGPHousing
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Type Members
type
Data
=
Stream
[
Pattern
]
type
DataAlt
=
Seq
[
Pattern
]
type
Features
=
DenseVector
[
Double
]
type
GPAlt
=
AbstractGPRegressionModel
[
DataAlt
,
Features
]
type
Kernel
=
LocalScalarKernel
[
Features
]
type
Output
=
Double
type
Pattern
= (
Features
,
Output
)
type
PatternAlt
= (
Features
,
Features
)
type
PredictionsAndErrBars
=
Seq
[(
Features
,
Output
,
Output
,
Output
,
Output
)]
type
PredictionsAndOutputs
=
List
[(
Output
,
Output
)]
type
Scales
= (
GaussianScaler
,
GaussianScaler
)
type
TTData
= (
Data
,
Data
)
Value Members
final
def
!=
(
arg0:
Any
)
:
Boolean
Definition Classes
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final
def
##
()
:
Int
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final
def
==
(
arg0:
Any
)
:
Boolean
Definition Classes
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def
apply
(
kernel:
Kernel
,
bandwidth:
Double
=
0.5
,
noise:
Kernel
,
trainFraction:
Double
=
0.75
,
columns:
List
[
Int
] =
...
,
grid:
Int
=
5
,
step:
Double
=
0.2
,
globalOpt:
String
=
"ML"
,
stepSize:
Double
=
0.01
,
maxIt:
Int
=
300
,
policy:
String
=
"GS"
)
:
Unit
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
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def
clone
()
:
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Attributes
protected[
java.lang
]
Definition Classes
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Annotations
@throws
(
...
)
final
def
eq
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
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def
equals
(
arg0:
Any
)
:
Boolean
Definition Classes
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def
finalize
()
:
Unit
Attributes
protected[
java.lang
]
Definition Classes
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Annotations
@throws
(
classOf[java.lang.Throwable]
)
final
def
getClass
()
:
Class
[_]
Definition Classes
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def
hashCode
()
:
Int
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final
def
isInstanceOf
[
T0
]
:
Boolean
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Any
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
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final
def
notify
()
:
Unit
Definition Classes
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final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
val
postScaling
:
StreamMapPipe
[(
Features
,
Features
), (
Features
,
Double
)]
val
preScaling
:
StreamMapPipe
[(
Features
,
Double
), (
Features
,
DenseVector
[
Double
])]
def
runExperiment
(
kernel:
Kernel
,
bandwidth:
Double
=
0.5
,
noise:
Kernel
,
num_training:
Int
=
200
,
columns:
List
[
Int
] =
List(40,16,21,23,24,22,25)
,
grid:
Int
=
5
,
step:
Double
=
0.2
,
globalOpt:
String
=
"ML"
,
pol:
String
=
"GS"
,
opt:
Map
[
String
,
String
]
)
:
Unit
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
AnyRef
Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
,
arg1:
Int
)
:
Unit
Definition Classes
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Annotations
@throws
(
...
)
final
def
wait
(
arg0:
Long
)
:
Unit
Definition Classes
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Annotations
@throws
(
...
)
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