breeze
.
stats
.
distributions
Gaussian
Related Docs:
class Gaussian
|
package distributions
object
Gaussian
extends
ExponentialFamily
[
Gaussian
,
Double
] with
ContinuousDistributionUFuncProvider
[
Double
,
Gaussian
] with
Serializable
Linear Supertypes
Serializable
,
Serializable
,
ContinuousDistributionUFuncProvider
[
Double
,
Gaussian
],
MappingUFunc
,
MappingUFuncLowPrio
,
UFunc
,
ExponentialFamily
[
Gaussian
,
Double
],
AnyRef
,
Any
Ordering
Alphabetic
By Inheritance
Inherited
Gaussian
Serializable
Serializable
ContinuousDistributionUFuncProvider
MappingUFunc
MappingUFuncLowPrio
UFunc
ExponentialFamily
AnyRef
Any
Hide All
Show All
Visibility
Public
All
Type Members
implicit
class
ContinuousDistrUFuncWrapper
extends
PdfIsUFunc
[
ContinuousDistributionUFuncProvider
.this,
T
, (
ContinuousDistributionUFuncProvider
.this)#
ContinuousDistrUFuncWrapper
]
Definition Classes
ContinuousDistributionUFuncProvider
type
Impl
[
V
,
VR
]
=
UImpl
[
Gaussian
.this.type,
V
,
VR
]
Definition Classes
UFunc
type
Impl2
[
V1
,
V2
,
VR
]
=
UImpl2
[
Gaussian
.this.type,
V1
,
V2
,
VR
]
Definition Classes
UFunc
type
Impl3
[
V1
,
V2
,
V3
,
VR
]
=
UImpl3
[
Gaussian
.this.type,
V1
,
V2
,
V3
,
VR
]
Definition Classes
UFunc
type
Impl4
[
V1
,
V2
,
V3
,
V4
,
VR
]
=
UImpl4
[
Gaussian
.this.type,
V1
,
V2
,
V3
,
V4
,
VR
]
Definition Classes
UFunc
type
InPlaceImpl
[
V
]
=
generic.UFunc.InPlaceImpl
[
Gaussian
.this.type,
V
]
Definition Classes
UFunc
type
InPlaceImpl2
[
V1
,
V2
]
=
generic.UFunc.InPlaceImpl2
[
Gaussian
.this.type,
V1
,
V2
]
Definition Classes
UFunc
type
InPlaceImpl3
[
V1
,
V2
,
V3
]
=
generic.UFunc.InPlaceImpl3
[
Gaussian
.this.type,
V1
,
V2
,
V3
]
Definition Classes
UFunc
type
Parameter
= (
Double
,
Double
)
Definition Classes
Gaussian
→
ExponentialFamily
type
SinkImpl
[
S
,
V
]
=
generic.UFunc.SinkImpl
[
Gaussian
.this.type,
S
,
V
]
Definition Classes
UFunc
type
SinkImpl2
[
S
,
V1
,
V2
]
=
generic.UFunc.SinkImpl2
[
Gaussian
.this.type,
S
,
V1
,
V2
]
Definition Classes
UFunc
type
SinkImpl3
[
S
,
V1
,
V2
,
V3
]
=
generic.UFunc.SinkImpl3
[
Gaussian
.this.type,
S
,
V1
,
V2
,
V3
]
Definition Classes
UFunc
final
case class
SufficientStatistic
(
n:
Double
,
mean:
Double
,
M2:
Double
)
extends
distributions.SufficientStatistic
[
SufficientStatistic
] with
Product
with
Serializable
n
running total of examples
mean
running mean
M2
running variance * n
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
apply
[
V1
,
V2
,
V3
,
V4
,
VR
]
(
v1:
V1
,
v2:
V2
,
v3:
V3
,
v4:
V4
)
(
implicit
impl:
Impl4
[
V1
,
V2
,
V3
,
V4
,
VR
]
)
:
VR
Definition Classes
UFunc
final
def
apply
[
V1
,
V2
,
V3
,
VR
]
(
v1:
V1
,
v2:
V2
,
v3:
V3
)
(
implicit
impl:
Impl3
[
V1
,
V2
,
V3
,
VR
]
)
:
VR
Definition Classes
UFunc
final
def
apply
[
V1
,
V2
,
VR
]
(
v1:
V1
,
v2:
V2
)
(
implicit
impl:
Impl2
[
V1
,
V2
,
VR
]
)
:
VR
Definition Classes
UFunc
final
def
apply
[
V
,
VR
]
(
v:
V
)
(
implicit
impl:
Impl
[
V
,
VR
]
)
:
VR
Definition Classes
UFunc
final
def
asInstanceOf
[
T0
]
:
T0
Definition Classes
Any
implicit
object
basicImpl
extends (
ContinuousDistributionUFuncProvider
.this)#
Impl2
[(
ContinuousDistributionUFuncProvider
.this)#
ContinuousDistrUFuncWrapper
,
T
,
Double
]
Definition Classes
ContinuousDistributionUFuncProvider
implicit
def
canMapV1DV
[
T
,
V1
,
V2
,
VR
,
U
]
(
implicit
handhold:
ScalarOf
[
T
,
V1
]
,
impl:
Impl2
[
V1
,
V2
,
VR
]
,
canMapValues:
CanMapValues
[
T
,
V1
,
VR
,
U
]
)
:
Impl2
[
T
,
V2
,
U
]
Definition Classes
MappingUFunc
implicit
def
canMapV2Values
[
T
,
V1
,
V2
,
VR
,
U
]
(
implicit
handhold:
ScalarOf
[
T
,
V2
]
,
impl:
Impl2
[
V1
,
V2
,
VR
]
,
canMapValues:
CanMapValues
[
T
,
V2
,
VR
,
U
]
)
:
Impl2
[
V1
,
T
,
U
]
Definition Classes
MappingUFuncLowPrio
implicit
def
canZipMapValuesImpl
[
T
,
V1
,
VR
,
U
]
(
implicit
handhold:
ScalarOf
[
T
,
V1
]
,
impl:
Impl2
[
V1
,
V1
,
VR
]
,
canZipMapValues:
CanZipMapValues
[
T
,
V1
,
VR
,
U
]
)
:
Impl2
[
T
,
T
,
U
]
Definition Classes
UFunc
def
clone
()
:
AnyRef
Attributes
protected[
java.lang
]
Definition Classes
AnyRef
Annotations
@throws
(
...
)
def
distribution
(
p: (
Double
,
Double
)
)
:
Gaussian
Definition Classes
Gaussian
→
ExponentialFamily
val
emptySufficientStatistic
:
SufficientStatistic
Definition Classes
Gaussian
→
ExponentialFamily
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]
)
implicit
def
fromLowOrderCanMapValues
[
T
,
V
,
V2
,
U
]
(
implicit
handhold:
ScalarOf
[
T
,
V
]
,
impl:
Impl
[
V
,
V2
]
,
canMapValues:
CanMapValues
[
T
,
V
,
V2
,
U
]
)
:
Impl
[
T
,
U
]
Definition Classes
MappingUFunc
final
def
getClass
()
:
Class
[_]
Definition Classes
AnyRef → Any
def
hashCode
()
:
Int
Definition Classes
AnyRef → Any
final
def
inPlace
[
V
,
V2
,
V3
]
(
v:
V
,
v2:
V2
,
v3:
V3
)
(
implicit
impl:
generic.UFunc.InPlaceImpl3
[
Gaussian
.this.type,
V
,
V2
,
V3
]
)
:
V
Definition Classes
UFunc
final
def
inPlace
[
V
,
V2
]
(
v:
V
,
v2:
V2
)
(
implicit
impl:
generic.UFunc.InPlaceImpl2
[
Gaussian
.this.type,
V
,
V2
]
)
:
V
Definition Classes
UFunc
final
def
inPlace
[
V
]
(
v:
V
)
(
implicit
impl:
generic.UFunc.InPlaceImpl
[
Gaussian
.this.type,
V
]
)
:
V
Definition Classes
UFunc
final
def
isInstanceOf
[
T0
]
:
Boolean
Definition Classes
Any
def
likelihoodFunction
(
stats:
SufficientStatistic
)
:
DiffFunction
[(
Double
,
Double
)]
Definition Classes
Gaussian
→
ExponentialFamily
def
mle
(
stats:
SufficientStatistic
)
: (
Double
,
Double
)
Definition Classes
Gaussian
→
ExponentialFamily
final
def
ne
(
arg0:
AnyRef
)
:
Boolean
Definition Classes
AnyRef
final
def
notify
()
:
Unit
Definition Classes
AnyRef
final
def
notifyAll
()
:
Unit
Definition Classes
AnyRef
def
sufficientStatisticFor
(
t:
Double
)
:
SufficientStatistic
Definition Classes
Gaussian
→
ExponentialFamily
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
(
...
)
final
def
withSink
[
S
]
(
s:
S
)
:
WithSinkHelp
[
Gaussian
.this.type,
S
]
Definition Classes
UFunc
Inherited from
Serializable
Inherited from
Serializable
Inherited from
ContinuousDistributionUFuncProvider
[
Double
,
Gaussian
]
Inherited from
MappingUFunc
Inherited from
MappingUFuncLowPrio
Inherited from
UFunc
Inherited from
ExponentialFamily
[
Gaussian
,
Double
]
Inherited from
AnyRef
Inherited from
Any
Ungrouped