Matrix

abstract def activeIterator: Iterator[((Int, Int), E)]

abstract def activeKeysIterator: Iterator[(Int, Int)]

abstract def activeSize: Int

abstract def activeValuesIterator: Iterator[E]

abstract def apply(i: Int, j: Int): E

abstract def cols: Int

abstract def copy: Matrix[E]

abstract def repr: Matrix[E]

abstract def rows: Int

abstract def update(i: Int, j: Int, e: E): Unit

final def !=(arg0: AnyRef): Boolean

final def !=(arg0: Any): Boolean

final def ##(): Int

final def %[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpMod.Impl2[TT, B, That]): That

Alias for :%(b) when b is a scalar.

final def %=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpMod.InPlaceImpl2[TT, B]): Matrix[E]

Alias for :%=(b) when b is a scalar.

final def &[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpAnd.Impl2[TT, B, That]): That

Alias for :&&(b) for all b.

final def &=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpAnd.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise and of this and b.

final def *[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpMulMatrix.Impl2[TT, B, That]): That

Matrix multiplication

final def *=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpMulScalar.InPlaceImpl2[TT, B]): Matrix[E]

Alias for :*=(b) when b is a scalar.

final def +[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpAdd.Impl2[TT, B, That]): That

Alias for :+(b) for all b.

final def +=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpAdd.InPlaceImpl2[TT, B]): Matrix[E]

Alias for :+=(b) for all b.

final def -[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpSub.Impl2[TT, B, That]): That

Alias for :-(b) for all b.

final def -=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpSub.InPlaceImpl2[TT, B]): Matrix[E]

Alias for :-=(b) for all b.

final def /[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpDiv.Impl2[TT, B, That]): That

Alias for :/(b) when b is a scalar.

final def /=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpDiv.InPlaceImpl2[TT, B]): Matrix[E]

Alias for :/=(b) when b is a scalar.

final def :!=[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpNe.Impl2[TT, B, That]): That

Element-wise inequality comparator of this and b.

final def :%[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpMod.Impl2[TT, B, That]): That

Element-wise modulo of this and b.

final def :%=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpMod.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise modulo of b into this.

final def :&[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpAnd.Impl2[TT, B, That]): That

Element-wise logical "and" operator -- returns true if corresponding elements are non-zero.

final def :&=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpAnd.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise and of this and b.

final def :*[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpMulScalar.Impl2[TT, B, That]): That

Element-wise product of this and b.

final def :*=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpMulScalar.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise multiplication of b into this.

final def :+[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpAdd.Impl2[TT, B, That]): That

Element-wise sum of this and b.

final def :+=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpAdd.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise addition of b into this.

final def :-[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpSub.Impl2[TT, B, That]): That

Element-wise difference of this and b.

final def :-=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpSub.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise subtraction of b from this

final def :/[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpDiv.Impl2[TT, B, That]): That

Element-wise quotient of this and b.

final def :/=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpDiv.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise division of b into this

final def :<[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpLT.Impl2[TT, B, That]): That

Element-wise less=than comparator of this and b.

final def :<=[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpLTE.Impl2[TT, B, That]): That

Element-wise less-than-or-equal-to comparator of this and b.

final def :=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpSet.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise assignment of b into this.

final def :==[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpEq.Impl2[TT, B, That]): That

Element-wise equality comparator of this and b.

final def :>[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpGT.Impl2[TT, B, That]): That

Element-wise greater-than comparator of this and b.

final def :>=[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpGTE.Impl2[TT, B, That]): That

Element-wise greater-than-or-equal-to comparator of this and b.

final def :^[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpPow.Impl2[TT, B, That]): That

Element-wise exponentiation of this and b.

final def :^=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpPow.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise exponentiation of this by b.

final def :^^[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpXor.Impl2[TT, B, That]): That

Element-wise logical "xor" operator -- returns true if only one of the corresponding elements is non-zero.

final def :^^=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpXor.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise xor of this and b.

final def :|[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpOr.Impl2[TT, B, That]): That

Element-wise logical "or" operator -- returns true if either element is non-zero.

final def :|=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpOr.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise or of this and b.

final def ==(arg0: AnyRef): Boolean

final def ==(arg0: Any): Boolean

def \[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpSolveMatrixBy.Impl2[TT, B, That]): That

Shaped solve of this by b.

final def ^^[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpXor.Impl2[TT, B, That]): That

Alias for :^^(b) for all b.

final def ^^=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpXor.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise xor of this and b.

def active: TensorActive[(Int, Int), E, Matrix[E]]

final def apply(i: (Int, Int)): E

def apply[Slice1, Slice2, Result](slice1: Slice1, slice2: Slice2)(implicit canSlice: CanSlice2[Matrix[E], Slice1, Slice2, Result]): Result

Method for slicing that is tuned for Matrices.

def apply[Result](a: (Int, Int), slice: (Int, Int)*)(implicit canSlice: CanSlice[Matrix[E], Seq[(Int, Int)], Result]): Result

Slice a sequence of elements.

def apply[Slice, Result](slice: Slice)(implicit canSlice: CanSlice[Matrix[E], Slice, Result]): Result

method for slicing a tensor.

def argmax(implicit ord: Ordering[E]): (Int, Int)

def argmin(implicit ord: Ordering[E]): (Int, Int)

def argsort(implicit ord: Ordering[E]): IndexedSeq[(Int, Int)]

def argtopk(k: Int)(implicit ordering: Ordering[E]): IndexedSeq[(Int, Int)]

Returns the k indices with maximum value.

final def asInstanceOf[T0]: T0

def clone(): AnyRef

final def dot[TT >: Matrix[E], B, BB >: B, That](b: B)(implicit op: operators.OpMulInner.Impl2[TT, BB, That]): That

Inner product of this and b.

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def finalize(): Unit

def findAll(f: (E) ⇒ Boolean): IndexedSeq[(Int, Int)]

Returns all indices k whose value satisfies a predicate.

def forall(fn: ((Int, Int), E) ⇒ Boolean): Boolean

Returns true if and only if the given predicate is true for all elements.

def forallValues(fn: (E) ⇒ Boolean): Boolean

Returns true if and only if the given predicate is true for all elements.

def foreachKey[U](fn: ((Int, Int)) ⇒ U): Unit

Applies the given function to each key in the tensor.

def foreachPair[U](fn: ((Int, Int), E) ⇒ U): Unit

Applies the given function to each key and its corresponding value.

def foreachValue[U](fn: (E) ⇒ U): Unit

Applies the given function to each value in the map (one for each element of the domain, including zeros).

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

def iterator: Iterator[((Int, Int), E)]

def keySet: Set[(Int, Int)]

def keys: TensorKeys[(Int, Int), E, Matrix[E]]

def keysIterator: Iterator[(Int, Int)]

def map[E2, That](fn: (E) ⇒ E2)(implicit canMapValues: CanMapValues[Matrix[E], E, E2, That]): That

def mapActivePairs[TT >: Matrix[E], O, That](f: ((Int, Int), E) ⇒ O)(implicit bf: CanMapKeyValuePairs[TT, (Int, Int), E, O, That]): That

Maps all active key-value pairs values.

def mapActiveValues[TT >: Matrix[E], O, That](f: (E) ⇒ O)(implicit bf: CanMapValues[TT, E, O, That]): That

Maps all non-zero values.

def mapPairs[TT >: Matrix[E], O, That](f: ((Int, Int), E) ⇒ O)(implicit bf: CanMapKeyValuePairs[TT, (Int, Int), E, O, That]): That

Creates a new map containing a transformed copy of this map.

def mapValues[TT >: Matrix[E], O, That](f: (E) ⇒ O)(implicit bf: CanMapValues[TT, E, O, That]): That

Creates a new map containing a transformed copy of this map.

def max(implicit ord: Ordering[E]): E

def min(implicit ord: Ordering[E]): E

final def ne(arg0: AnyRef): Boolean

final def norm[TT >: Matrix[E], B, R](b: B)(implicit op: norm.Impl2[TT, B, R]): R

Represents the norm of this vector

final def norm[TT >: Matrix[E], R]()(implicit op: norm.Impl[TT, R]): R

Represents the "natural" norm of this vector, for types that don't support arbitrary norms

final def notify(): Unit

final def notifyAll(): Unit

def pairs: TensorPairs[(Int, Int), E, Matrix[E]]

def size: Int

def sum(implicit num: Numeric[E]): E

final def synchronized[T0](arg0: ⇒ T0): T0

final def t[TT >: Matrix[E], That, Slice1, Slice2, Result](a: Slice1, b: Slice2)(implicit op: CanTranspose[TT, That], canSlice: CanSlice2[That, Slice1, Slice2, Result]): Result

A transposed view of this object, followed by a slice.

final def t[TT >: Matrix[E], That](implicit op: CanTranspose[TT, That]): That

A transposed view of this object.

def toDenseMatrix(implicit cm: ClassTag[E], dfv: DefaultArrayValue[E]): DenseMatrix[E]

def toString(): String

def toString(maxLines: Int = Terminal.terminalHeight - 3, maxWidth: Int = Terminal.terminalWidth): String

final def unary_![TT >: Matrix[E], That](implicit op: operators.OpNot.Impl[TT, That]): That

final def unary_-[TT >: Matrix[E], That](implicit op: operators.OpNeg.Impl[TT, That]): That

final def update(i: (Int, Int), e: E): Unit

def values: TensorValues[(Int, Int), E, Matrix[E]]

def valuesIterator: Iterator[E]

final def wait(): Unit

final def wait(arg0: Long, arg1: Int): Unit

final def wait(arg0: Long): Unit

final def |[TT >: Matrix[E], B, That](b: B)(implicit op: operators.OpOr.Impl2[TT, B, That]): That

Alias for :||(b) for all b.

final def |=[TT >: Matrix[E], B](b: B)(implicit op: operators.OpOr.InPlaceImpl2[TT, B]): Matrix[E]

Mutates this by element-wise or of this and b.

def all(implicit semi: Semiring[E]): Boolean

Returns true if all elements are non-zero

def any(implicit semi: Semiring[E]): Boolean

Returns true if some element is non-zero