Smile - Scala
3.1.0
Smile - Scala
API
smile
association
$dummy
cas
Abs
Add
AddMatrix
AddVector
ArcCos
ArcCot
ArcSin
ArcTan
Ceil
Const
ConstMatrix
ConstVector
Cos
Cot
DiagonalMatrix
Div
Exp
Floor
GradientVector
IdentityMatrix
InnerProduct
Int2Scalar
IntAdd
IntConst
IntDiv
IntMul
IntNeg
IntPower
IntScalar
IntSub
IntVal
IntVar
Log
Matrix
MatrixInverse
MatrixProduct
MatrixTranspose
MatrixVar
MatrixVectorProduct
Mod
Mul
Neg
NegMatrix
NegVector
OneMatrix
OneVector
OuterProduct
Power
Round
RowMatrix
Scalar
ScalarMatrixProduct
ScalarVectorProduct
Sin
Sub
Tan
TangentMatrix
TangentVector
Tensor
Val
Var
Vars
Vector
VectorVal
VectorVar
ZeroMatrix
ZeroVector
classification
$dummy
clustering
$dummy
data
formula
FormulaBuilder
DataFrameOps
TupleOps
feature.extraction
$dummy
manifold
$dummy
math
distance
Hamming
MeanMahanttan
PatternDifference
ShapeDifference
SizeDifference
Vari
AbsMatrix
AbsVector
AcosMatrix
AcosVector
AsinMatrix
AsinVector
AtanMatrix
AtanVector
Ax
CbrtMatrix
CbrtVector
CeilMatrix
CeilVector
ExpMatrix
ExpVector
Expm1Matrix
Expm1Vector
FloorMatrix
FloorVector
Log10Matrix
Log10Vector
Log1pMatrix
Log1pVector
Log2Matrix
Log2Vector
LogMatrix
LogVector
MatrixAddMatrix
MatrixAddValue
MatrixDivMatrix
MatrixDivValue
MatrixExpression
MatrixLift
MatrixMulMatrix
MatrixMulValue
MatrixMultiplication
MatrixMultiplicationChain
MatrixOrderOptimization
MatrixSubMatrix
MatrixSubValue
MatrixTranspose
RoundMatrix
RoundVector
SinMatrix
SinVector
Slice
SqrtMatrix
SqrtVector
TanMatrix
TanVector
TanhMatrix
TanhVector
ValueAddMatrix
ValueAddVector
ValueDivMatrix
ValueDivVector
ValueMulMatrix
ValueMulVector
ValueSubMatrix
ValueSubVector
VectorAddValue
VectorAddVector
VectorDivValue
VectorDivVector
VectorExpression
VectorLift
VectorMulValue
VectorMulVector
VectorSubValue
VectorSubVector
nlp
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Render
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read
write
Smile - Scala
/
smile
/
smile.data
/
smile.data.formula
smile.data.formula
package
smile.data.formula
Formula DSL.
Attributes
Members list
Clear all
Type members
Classlikes
case
class
FormulaBuilder
(
y
:
Option
[
Term
],
x
:
ListBuffer
[
Term
])
DSL to build a formula in R style.
DSL to build a formula in R style.
Attributes
Supertypes
trait
Serializable
trait
Product
trait
Equals
class
Object
trait
Matchable
class
Any
Show all
Value members
Concrete methods
def
abs
(
x
:
String
):
Term
def
abs
(
x
:
Term
):
Term
def
acos
(
x
:
String
):
Term
def
acos
(
x
:
Term
):
Term
def
asin
(
x
:
String
):
Term
def
asin
(
x
:
Term
):
Term
def
atan
(
x
:
String
):
Term
def
atan
(
x
:
Term
):
Term
def
cbrt
(
x
:
String
):
Term
def
cbrt
(
x
:
Term
):
Term
def
ceil
(
x
:
String
):
Term
def
ceil
(
x
:
Term
):
Term
def
cos
(
x
:
String
):
Term
def
cos
(
x
:
Term
):
Term
def
cosh
(
x
:
String
):
Term
def
cosh
(
x
:
Term
):
Term
def
exp
(
x
:
String
):
Term
def
exp
(
x
:
Term
):
Term
def
expm1
(
x
:
String
):
Term
def
expm1
(
x
:
Term
):
Term
def
floor
(
x
:
String
):
Term
def
floor
(
x
:
Term
):
Term
def
log
(
x
:
String
):
Term
def
log
(
x
:
Term
):
Term
def
log10
(
x
:
String
):
Term
def
log10
(
x
:
Term
):
Term
def
log1p
(
x
:
String
):
Term
def
log1p
(
x
:
Term
):
Term
def
log2
(
x
:
String
):
Term
def
log2
(
x
:
Term
):
Term
def
rint
(
x
:
String
):
Term
def
rint
(
x
:
Term
):
Term
def
round
(
x
:
String
):
Term
def
round
(
x
:
Term
):
Term
def
sign
(
x
:
String
):
Term
def
sign
(
x
:
Term
):
Term
def
signum
(
x
:
String
):
Term
def
signum
(
x
:
Term
):
Term
def
sin
(
x
:
String
):
Term
def
sin
(
x
:
Term
):
Term
def
sinh
(
x
:
String
):
Term
def
sinh
(
x
:
Term
):
Term
def
sqrt
(
x
:
String
):
Term
def
sqrt
(
x
:
Term
):
Term
def
tan
(
x
:
String
):
Term
def
tan
(
x
:
Term
):
Term
def
tanh
(
x
:
String
):
Term
def
tanh
(
x
:
Term
):
Term
def
ulp
(
x
:
String
):
Term
def
ulp
(
x
:
Term
):
Term
Implicits
Implicits
implicit
def
buildFactorCrossing
(
x
:
FactorCrossingBuilder
):
FactorCrossing
implicit
def
buildFactorInteraction
(
x
:
FactorInteractionBuilder
):
FactorInteraction
implicit
def
buildFormula
(
x
:
FormulaBuilder
):
Formula
implicit
def
pimpFormulaBuilder
(
x
:
String
):
PimpedFormulaBuilder
implicit
def
pimpFormulaBuilder
(
x
:
Term
):
PimpedFormulaBuilder
implicit
def
pimpFormulaString
(
x
:
String
):
PimpedFormulaString
implicit
def
pimpHyperTerm
(
x
:
Term
):
PimpedHyperTerm
implicit
def
pimpTerm
(
x
:
Term
):
PimpedTerm
In this article
Attributes
Members list
Type members
Classlikes
Value members
Concrete methods
Implicits
Implicits