sealed trait MatrixExpression extends AnyRef
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- MatrixExpression
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- by matrixExpression2Array
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- by ArrowAssoc
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-
def
%*%(b: MatrixExpression): MatrixExpression
Matrix multiplication A * B
- def *(b: Double): MatrixMulValue
-
def
*(b: VectorExpression): Ax
A * x
-
def
*(b: MatrixExpression): MatrixMulMatrix
Element-wise multiplication
- def +(b: Double): MatrixAddValue
- def +(b: MatrixExpression): MatrixAddMatrix
- def -(b: Double): MatrixSubValue
- def -(b: MatrixExpression): MatrixSubMatrix
- def /(b: Double): MatrixDivValue
- def /(b: MatrixExpression): MatrixDivMatrix
-
def
aat(): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
abmm(arg0: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- MatrixMultiplication
-
def
abtmm(arg0: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- MatrixMultiplication
-
def
add(arg0: Double): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
add(arg0: Double, arg1: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
add(arg0: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
add(arg0: DenseMatrix, arg1: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
add(arg0: Int, arg1: Int, arg2: Double): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
ata(): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
atbmm(arg0: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- MatrixMultiplication
-
def
atbtmm(arg0: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- MatrixMultiplication
-
def
atx(arg0: Array[Double], arg1: Array[Double]): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
atxpy(arg0: Array[Double], arg1: Array[Double], arg2: Double): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
atxpy(arg0: Array[Double], arg1: Array[Double]): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
ax(arg0: Array[Double], arg1: Array[Double]): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
axpy(arg0: Array[Double], arg1: Array[Double], arg2: Double): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
axpy(arg0: Array[Double], arg1: Array[Double]): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
cholesky(arg0: Boolean): Cholesky
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
cholesky(): Cholesky
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
colMeans(): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
colSds(): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
colSums(): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
data(): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
diag(): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
div(arg0: Double): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
div(arg0: Double, arg1: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
div(arg0: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
div(arg0: DenseMatrix, arg1: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
div(arg0: Int, arg1: Int, arg2: Double): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
eig(arg0: Boolean): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
eig(): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
eigen(arg0: Boolean): EVD
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
eigen(arg0: Int, arg1: Double, arg2: Int): EVD
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
eigen(arg0: Int): EVD
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
eigen(): EVD
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
fill(arg0: Double): Unit
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
get(arg0: Int, arg1: Int): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
inverse(arg0: Boolean): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
inverse(): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
isSymmetric(): Boolean
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
ld(): Int
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
lu(arg0: Boolean): LU
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
lu(): LU
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
mul(arg0: Double): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
mul(arg0: Double, arg1: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
mul(arg0: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
mul(arg0: DenseMatrix, arg1: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
mul(arg0: Int, arg1: Int, arg2: Double): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
norm(): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
norm1(): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
norm2(): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
normFro(): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
normInf(): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
qr(arg0: Boolean): QR
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
qr(): QR
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
replaceNaN(arg0: Double): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
rowMeans(): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
rowSds(): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
rowSums(): Array[Double]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
scale(arg0: Array[Double], arg1: Array[Double]): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
scale(): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
set(arg0: Int, arg1: Int, arg2: Double): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
setSymmetric(arg0: Boolean): Unit
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
sub(arg0: Double): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
sub(arg0: Double, arg1: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
sub(arg0: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
sub(arg0: DenseMatrix, arg1: DenseMatrix): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
sub(arg0: Int, arg1: Int, arg2: Double): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
submat(arg0: Int, arg1: Int, arg2: Int, arg3: Int): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
sum(): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
svd(arg0: Boolean): SVD
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
svd(arg0: Int, arg1: Double, arg2: Int): SVD
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
svd(arg0: Int): SVD
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
svd(): SVD
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
t: MatrixTranspose
Matrix transpose
-
def
toArray(): Array[Array[Double]]
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
toString(): String
- Definition Classes
- MatrixExpression → AnyRef → Any
-
def
trace(): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- Matrix
-
def
transpose(): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix → Matrix
-
def
update(arg0: Int, arg1: Int, arg2: Double): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
-
def
xax(arg0: Array[Double]): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Definition Classes
- DenseMatrix
Shadowed Implicit Value Members
-
def
apply(arg0: Int, arg1: Int, arg2: Int, arg3: Int): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Shadowing
- This implicitly inherited member is shadowed by one or more members in this class.
To access this member you can use a type ascription:(matrixExpression: DenseMatrix).apply(arg0, arg1, arg2, arg3)
- Definition Classes
- DenseMatrix
-
def
apply(arg0: Int, arg1: Int): Double
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Shadowing
- This implicitly inherited member is shadowed by one or more members in this class.
To access this member you can use a type ascription:(matrixExpression: DenseMatrix).apply(arg0, arg1)
- Definition Classes
- Matrix
-
def
clone(): DenseMatrix
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Shadowing
- This implicitly inherited member is shadowed by one or more members in this class.
To access this member you can use a type ascription:(matrixExpression: DenseMatrix).clone()
- Definition Classes
- DenseMatrix → Matrix → AnyRef
-
def
ncols(): Int
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Shadowing
- This implicitly inherited member is shadowed by one or more members in this class.
To access this member you can use a type ascription:(matrixExpression: DenseMatrix).ncols()
- Definition Classes
- Matrix
-
def
nrows(): Int
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Shadowing
- This implicitly inherited member is shadowed by one or more members in this class.
To access this member you can use a type ascription:(matrixExpression: DenseMatrix).nrows()
- Definition Classes
- Matrix
-
def
toString(arg0: Int, arg1: Int): String
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Shadowing
- This implicitly inherited member is shadowed by one or more members in this class.
To access this member you can use a type ascription:(matrixExpression: DenseMatrix).toString(arg0, arg1)
- Definition Classes
- Matrix
-
def
toString(arg0: Boolean): String
- Implicit
- This member is added by an implicit conversion from MatrixExpression to DenseMatrix performed by method matrixExpression2Array in smile.math.
- Shadowing
- This implicitly inherited member is shadowed by one or more members in this class.
To access this member you can use a type ascription:(matrixExpression: DenseMatrix).toString(arg0)
- Definition Classes
- Matrix
Smile (Statistical Machine Intelligence and Learning Engine) is a fast and comprehensive machine learning, NLP, linear algebra, graph, interpolation, and visualization system in Java and Scala. With advanced data structures and algorithms, Smile delivers state-of-art performance.
Smile covers every aspect of machine learning, including classification, regression, clustering, association rule mining, feature selection, manifold learning, multidimensional scaling, genetic algorithms, missing value imputation, efficient nearest neighbor search, etc.