From 33dfc42aa6cacbbb339960b306f98922077d313a Mon Sep 17 00:00:00 2001 From: Remi Collet Date: Mon, 15 Feb 2021 11:05:25 +0100 Subject: initial package open https://github.com/RubixML/Tensor/pull/11 check for openblas headers open https://github.com/RubixML/Tensor/issues/12 PHP 8 compatibility --- REFLECTION | 4042 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 4042 insertions(+) create mode 100644 REFLECTION (limited to 'REFLECTION') diff --git a/REFLECTION b/REFLECTION new file mode 100644 index 0000000..9f7ed85 --- /dev/null +++ b/REFLECTION @@ -0,0 +1,4042 @@ +Extension [ extension #105 tensor version 2.1.3 ] { + + - Dependencies { + } + + - Classes [15] { + Interface [ interface Tensor\Arithmetic ] { + + - Constants [0] { + } + + - Static properties [0] { + } + + - Static methods [0] { + } + + - Properties [0] { + } + + - Methods [6] { + Method [ abstract public method multiply ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method divide ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method add ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method subtract ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method pow ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method mod ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + } + } + + Interface [ interface Tensor\ArrayLike extends ArrayAccess, IteratorAggregate, Traversable, Countable ] { + + - Constants [0] { + } + + - Static properties [0] { + } + + - Static methods [0] { + } + + - Properties [0] { + } + + - Methods [9] { + Method [ abstract public method shape ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ abstract public method size ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ abstract public method asArray ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ abstract public method offsetExists ] { + + - Parameters [1] { + Parameter #0 [ $offset ] + } + } + + Method [ abstract public method offsetGet ] { + + - Parameters [1] { + Parameter #0 [ $offset ] + } + } + + Method [ abstract public method offsetSet ] { + + - Parameters [2] { + Parameter #0 [ $offset ] + Parameter #1 [ $value ] + } + } + + Method [ abstract public method offsetUnset ] { + + - Parameters [1] { + Parameter #0 [ $offset ] + } + } + + Method [ abstract public method getIterator ] { + } + + Method [ abstract public method count ] { + + - Parameters [0] { + } + } + } + } + + Interface [ interface Tensor\Comparable ] { + + - Constants [0] { + } + + - Static properties [0] { + } + + - Static methods [0] { + } + + - Properties [0] { + } + + - Methods [6] { + Method [ abstract public method equal ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method notEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method greater ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method greaterEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method less ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method lessEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + } + } + + Interface [ interface Tensor\Functional ] { + + - Constants [1] { + Constant [ public float M_E ] { 2.718281828459 } + } + + - Static properties [0] { + } + + - Static methods [0] { + } + + - Properties [0] { + } + + - Methods [16] { + Method [ abstract public method abs ] { + } + + Method [ abstract public method square ] { + } + + Method [ abstract public method sqrt ] { + } + + Method [ abstract public method exp ] { + } + + Method [ abstract public method expm1 ] { + } + + Method [ abstract public method log ] { + + - Parameters [1] { + Parameter #0 [ float $base ] + } + } + + Method [ abstract public method log1p ] { + } + + Method [ abstract public method sum ] { + } + + Method [ abstract public method product ] { + } + + Method [ abstract public method min ] { + } + + Method [ abstract public method max ] { + } + + Method [ abstract public method round ] { + + - Parameters [1] { + Parameter #0 [ int $precision ] + } + } + + Method [ abstract public method floor ] { + } + + Method [ abstract public method ceil ] { + } + + Method [ abstract public method sign ] { + } + + Method [ abstract public method negate ] { + } + } + } + + Interface [ interface Tensor\Statistical ] { + + - Constants [0] { + } + + - Static properties [0] { + } + + - Static methods [0] { + } + + - Properties [0] { + } + + - Methods [4] { + Method [ abstract public method mean ] { + } + + Method [ abstract public method variance ] { + + - Parameters [1] { + Parameter #0 [ $mean ] + } + } + + Method [ abstract public method median ] { + } + + Method [ abstract public method quantile ] { + + - Parameters [1] { + Parameter #0 [ float $q ] + } + } + } + } + + Interface [ interface Tensor\Trigonometric ] { + + - Constants [2] { + Constant [ public float M_PI ] { 3.1415926535898 } + Constant [ public float TWO_PI ] { 6.28318530718 } + } + + - Static properties [0] { + } + + - Static methods [0] { + } + + - Properties [0] { + } + + - Methods [8] { + Method [ abstract public method sin ] { + } + + Method [ abstract public method asin ] { + } + + Method [ abstract public method cos ] { + } + + Method [ abstract public method acos ] { + } + + Method [ abstract public method tan ] { + } + + Method [ abstract public method atan ] { + } + + Method [ abstract public method rad2deg ] { + } + + Method [ abstract public method deg2rad ] { + } + } + } + + Interface [ interface Tensor\Tensor extends Tensor\ArrayLike, Countable, Traversable, IteratorAggregate, ArrayAccess, Tensor\Arithmetic, Tensor\Comparable, Tensor\Functional, Tensor\Trigonometric, Tensor\Statistical ] { + + - Constants [4] { + Constant [ public float EPSILON ] { 1.0E-8 } + Constant [ public float M_E ] { 2.718281828459 } + Constant [ public float M_PI ] { 3.1415926535898 } + Constant [ public float TWO_PI ] { 6.28318530718 } + } + + - Static properties [0] { + } + + - Static methods [0] { + } + + - Properties [0] { + } + + - Methods [57] { + Method [ abstract public method map ] { + + - Parameters [1] { + Parameter #0 [ $callback ] + } + } + + Method [ abstract public method reduce ] { + + - Parameters [2] { + Parameter #0 [ $callback ] + Parameter #1 [ $initial ] + } + } + + Method [ abstract public method transpose ] { + } + + Method [ abstract public method clip ] { + + - Parameters [2] { + Parameter #0 [ float $min ] + Parameter #1 [ float $max ] + } + } + + Method [ abstract public method clipLower ] { + + - Parameters [1] { + Parameter #0 [ float $min ] + } + } + + Method [ abstract public method clipUpper ] { + + - Parameters [1] { + Parameter #0 [ float $max ] + } + } + + Method [ abstract public method shapeString ] { + + - Parameters [0] { + } + - Return [ string ] + } + + Method [ abstract public method __toString ] { + + - Parameters [0] { + } + - Return [ string ] + } + + Method [ abstract public method shape ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ abstract public method size ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ abstract public method asArray ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ abstract public method offsetExists ] { + + - Parameters [1] { + Parameter #0 [ $offset ] + } + } + + Method [ abstract public method offsetGet ] { + + - Parameters [1] { + Parameter #0 [ $offset ] + } + } + + Method [ abstract public method offsetSet ] { + + - Parameters [2] { + Parameter #0 [ $offset ] + Parameter #1 [ $value ] + } + } + + Method [ abstract public method offsetUnset ] { + + - Parameters [1] { + Parameter #0 [ $offset ] + } + } + + Method [ abstract public method getIterator ] { + } + + Method [ abstract public method count ] { + + - Parameters [0] { + } + } + + Method [ abstract public method multiply ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method divide ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method add ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method subtract ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method pow ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method mod ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method equal ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method notEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method greater ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method greaterEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method less ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method lessEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ abstract public method abs ] { + } + + Method [ abstract public method square ] { + } + + Method [ abstract public method sqrt ] { + } + + Method [ abstract public method exp ] { + } + + Method [ abstract public method expm1 ] { + } + + Method [ abstract public method log ] { + + - Parameters [1] { + Parameter #0 [ float $base ] + } + } + + Method [ abstract public method log1p ] { + } + + Method [ abstract public method sum ] { + } + + Method [ abstract public method product ] { + } + + Method [ abstract public method min ] { + } + + Method [ abstract public method max ] { + } + + Method [ abstract public method round ] { + + - Parameters [1] { + Parameter #0 [ int $precision ] + } + } + + Method [ abstract public method floor ] { + } + + Method [ abstract public method ceil ] { + } + + Method [ abstract public method sign ] { + } + + Method [ abstract public method negate ] { + } + + Method [ abstract public method sin ] { + } + + Method [ abstract public method asin ] { + } + + Method [ abstract public method cos ] { + } + + Method [ abstract public method acos ] { + } + + Method [ abstract public method tan ] { + } + + Method [ abstract public method atan ] { + } + + Method [ abstract public method rad2deg ] { + } + + Method [ abstract public method deg2rad ] { + } + + Method [ abstract public method mean ] { + } + + Method [ abstract public method variance ] { + + - Parameters [1] { + Parameter #0 [ $mean ] + } + } + + Method [ abstract public method median ] { + } + + Method [ abstract public method quantile ] { + + - Parameters [1] { + Parameter #0 [ float $q ] + } + } + } + } + + Class [ class Tensor\Vector implements Tensor\Tensor, Tensor\Statistical, Tensor\Trigonometric, Tensor\Functional, Tensor\Comparable, Tensor\Arithmetic, ArrayAccess, IteratorAggregate, Traversable, Countable, Tensor\ArrayLike ] { + + - Constants [4] { + Constant [ public float EPSILON ] { 1.0E-8 } + Constant [ public float M_E ] { 2.718281828459 } + Constant [ public float M_PI ] { 3.1415926535898 } + Constant [ public float TWO_PI ] { 6.28318530718 } + } + + - Static properties [0] { + } + + - Static methods [13] { + Method [ static public method build ] { + + - Parameters [1] { + Parameter #0 [ array $a ] + } + } + + Method [ static public method quick ] { + + - Parameters [1] { + Parameter #0 [ array $a ] + } + } + + Method [ static public method zeros ] { + + - Parameters [1] { + Parameter #0 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method ones ] { + + - Parameters [1] { + Parameter #0 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method fill ] { + + - Parameters [2] { + Parameter #0 [ $value ] + Parameter #1 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method rand ] { + + - Parameters [1] { + Parameter #0 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method gaussian ] { + + - Parameters [1] { + Parameter #0 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method poisson ] { + + - Parameters [2] { + Parameter #0 [ int $n ] + Parameter #1 [ float $lambda ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method uniform ] { + + - Parameters [1] { + Parameter #0 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method range ] { + + - Parameters [3] { + Parameter #0 [ $start ] + Parameter #1 [ $end ] + Parameter #2 [ $interval ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method linspace ] { + + - Parameters [3] { + Parameter #0 [ float $min ] + Parameter #1 [ float $max ] + Parameter #2 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method maximum ] { + + - Parameters [2] { + Parameter #0 [ Tensor\Vector $a ] + Parameter #1 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method minimum ] { + + - Parameters [2] { + Parameter #0 [ Tensor\Vector $a ] + Parameter #1 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + } + + - Properties [2] { + Property [ protected $a ] + Property [ protected $n ] + } + + - Methods [113] { + Method [ public method __construct ] { + + - Parameters [2] { + Parameter #0 [ array $a ] + Parameter #1 [ bool $validate ] + } + } + + Method [ public method shape ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ public method shapeString ] { + + - Parameters [0] { + } + - Return [ string ] + } + + Method [ public method size ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method m ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method n ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method asArray ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ public method asRowMatrix ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method asColumnMatrix ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method reshape ] { + + - Parameters [2] { + Parameter #0 [ int $m ] + Parameter #1 [ int $n ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method transpose ] { + } + + Method [ public method argmin ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method argmax ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method map ] { + + - Parameters [1] { + Parameter #0 [ $callback ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method reduce ] { + + - Parameters [2] { + Parameter #0 [ $callback ] + Parameter #1 [ $initial ] + } + } + + Method [ public method dot ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ float ] + } + + Method [ public method convolve ] { + + - Parameters [2] { + Parameter #0 [ Tensor\Vector $b ] + Parameter #1 [ int $stride ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method matmul ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method inner ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + } + + Method [ public method outer ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method cross ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method project ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method l1Norm ] { + } + + Method [ public method l2Norm ] { + } + + Method [ public method pNorm ] { + + - Parameters [1] { + Parameter #0 [ float $p ] + } + } + + Method [ public method maxNorm ] { + } + + Method [ public method multiply ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method divide ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method add ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method subtract ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method pow ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method mod ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method equal ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method notEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method greater ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method greaterEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method less ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method lessEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method reciprocal ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method abs ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method square ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method sqrt ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method exp ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method expm1 ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method log ] { + + - Parameters [1] { + Parameter #0 [ float $base ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method log1p ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method sin ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method asin ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method cos ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method acos ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method tan ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method atan ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method rad2deg ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method deg2rad ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method sum ] { + } + + Method [ public method product ] { + } + + Method [ public method min ] { + } + + Method [ public method max ] { + } + + Method [ public method mean ] { + } + + Method [ public method median ] { + } + + Method [ public method quantile ] { + + - Parameters [1] { + Parameter #0 [ float $q ] + } + } + + Method [ public method variance ] { + + - Parameters [1] { + Parameter #0 [ $mean ] + } + } + + Method [ public method round ] { + + - Parameters [1] { + Parameter #0 [ int $precision ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method floor ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method ceil ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method clip ] { + + - Parameters [2] { + Parameter #0 [ float $min ] + Parameter #1 [ float $max ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method clipLower ] { + + - Parameters [1] { + Parameter #0 [ float $min ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method clipUpper ] { + + - Parameters [1] { + Parameter #0 [ float $max ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method sign ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method negate ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method multiplyMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method divideMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method addMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method subtractMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method powMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method modMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method equalMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method notEqualMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterEqualMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessEqualMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method multiplyVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method divideVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method addVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method subtractVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method powVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method modVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method equalVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method notEqualVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method greaterVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method greaterEqualVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method lessVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method lessEqualVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method multiplyScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method divideScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method addScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method subtractScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method powScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method modScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method equalScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method notEqualScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method greaterScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method greaterEqualScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method lessScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method lessEqualScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method count ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method offsetSet ] { + + - Parameters [2] { + Parameter #0 [ $index ] + Parameter #1 [ $values ] + } + - Return [ void ] + } + + Method [ public method offsetExists ] { + + - Parameters [1] { + Parameter #0 [ $index ] + } + - Return [ bool ] + } + + Method [ public method offsetUnset ] { + + - Parameters [1] { + Parameter #0 [ $index ] + } + - Return [ void ] + } + + Method [ public method offsetGet ] { + + - Parameters [1] { + Parameter #0 [ $index ] + } + } + + Method [ public method getIterator ] { + } + + Method [ public method __toString ] { + + - Parameters [0] { + } + - Return [ string ] + } + } + } + + Class [ class Tensor\ColumnVector extends Tensor\Vector implements Tensor\ArrayLike, Countable, Traversable, IteratorAggregate, ArrayAccess, Tensor\Arithmetic, Tensor\Comparable, Tensor\Functional, Tensor\Trigonometric, Tensor\Statistical, Tensor\Tensor ] { + + - Constants [4] { + Constant [ public float EPSILON ] { 1.0E-8 } + Constant [ public float M_E ] { 2.718281828459 } + Constant [ public float M_PI ] { 3.1415926535898 } + Constant [ public float TWO_PI ] { 6.28318530718 } + } + + - Static properties [0] { + } + + - Static methods [13] { + Method [ static public method build ] { + + - Parameters [1] { + Parameter #0 [ array $a ] + } + } + + Method [ static public method quick ] { + + - Parameters [1] { + Parameter #0 [ array $a ] + } + } + + Method [ static public method zeros ] { + + - Parameters [1] { + Parameter #0 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method ones ] { + + - Parameters [1] { + Parameter #0 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method fill ] { + + - Parameters [2] { + Parameter #0 [ $value ] + Parameter #1 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method rand ] { + + - Parameters [1] { + Parameter #0 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method gaussian ] { + + - Parameters [1] { + Parameter #0 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method poisson ] { + + - Parameters [2] { + Parameter #0 [ int $n ] + Parameter #1 [ float $lambda ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method uniform ] { + + - Parameters [1] { + Parameter #0 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method range ] { + + - Parameters [3] { + Parameter #0 [ $start ] + Parameter #1 [ $end ] + Parameter #2 [ $interval ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method linspace ] { + + - Parameters [3] { + Parameter #0 [ float $min ] + Parameter #1 [ float $max ] + Parameter #2 [ int $n ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method maximum ] { + + - Parameters [2] { + Parameter #0 [ Tensor\Vector $a ] + Parameter #1 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ static public method minimum ] { + + - Parameters [2] { + Parameter #0 [ Tensor\Vector $a ] + Parameter #1 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + } + + - Properties [2] { + Property [ protected $a ] + Property [ protected $n ] + } + + - Methods [113] { + Method [ public method m ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method n ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method transpose ] { + } + + Method [ public method matmul ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method multiplyMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method divideMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method addMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method subtractMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method powMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method modMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method equalMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method notEqualMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterEqualMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessEqualMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method __construct ] { + + - Parameters [2] { + Parameter #0 [ array $a ] + Parameter #1 [ bool $validate ] + } + } + + Method [ public method shape ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ public method shapeString ] { + + - Parameters [0] { + } + - Return [ string ] + } + + Method [ public method size ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method asArray ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ public method asRowMatrix ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method asColumnMatrix ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method reshape ] { + + - Parameters [2] { + Parameter #0 [ int $m ] + Parameter #1 [ int $n ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method argmin ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method argmax ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method map ] { + + - Parameters [1] { + Parameter #0 [ $callback ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method reduce ] { + + - Parameters [2] { + Parameter #0 [ $callback ] + Parameter #1 [ $initial ] + } + } + + Method [ public method dot ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ float ] + } + + Method [ public method convolve ] { + + - Parameters [2] { + Parameter #0 [ Tensor\Vector $b ] + Parameter #1 [ int $stride ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method inner ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + } + + Method [ public method outer ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method cross ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method project ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method l1Norm ] { + } + + Method [ public method l2Norm ] { + } + + Method [ public method pNorm ] { + + - Parameters [1] { + Parameter #0 [ float $p ] + } + } + + Method [ public method maxNorm ] { + } + + Method [ public method multiply ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method divide ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method add ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method subtract ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method pow ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method mod ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method equal ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method notEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method greater ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method greaterEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method less ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method lessEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method reciprocal ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method abs ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method square ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method sqrt ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method exp ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method expm1 ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method log ] { + + - Parameters [1] { + Parameter #0 [ float $base ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method log1p ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method sin ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method asin ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method cos ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method acos ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method tan ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method atan ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method rad2deg ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method deg2rad ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method sum ] { + } + + Method [ public method product ] { + } + + Method [ public method min ] { + } + + Method [ public method max ] { + } + + Method [ public method mean ] { + } + + Method [ public method median ] { + } + + Method [ public method quantile ] { + + - Parameters [1] { + Parameter #0 [ float $q ] + } + } + + Method [ public method variance ] { + + - Parameters [1] { + Parameter #0 [ $mean ] + } + } + + Method [ public method round ] { + + - Parameters [1] { + Parameter #0 [ int $precision ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method floor ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method ceil ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method clip ] { + + - Parameters [2] { + Parameter #0 [ float $min ] + Parameter #1 [ float $max ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method clipLower ] { + + - Parameters [1] { + Parameter #0 [ float $min ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method clipUpper ] { + + - Parameters [1] { + Parameter #0 [ float $max ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method sign ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method negate ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method multiplyVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method divideVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method addVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method subtractVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method powVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method modVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method equalVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method notEqualVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method greaterVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method greaterEqualVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method lessVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method lessEqualVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method multiplyScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method divideScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method addScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method subtractScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method powScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method modScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method equalScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method notEqualScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method greaterScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method greaterEqualScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method lessScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method lessEqualScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method count ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method offsetSet ] { + + - Parameters [2] { + Parameter #0 [ $index ] + Parameter #1 [ $values ] + } + - Return [ void ] + } + + Method [ public method offsetExists ] { + + - Parameters [1] { + Parameter #0 [ $index ] + } + - Return [ bool ] + } + + Method [ public method offsetUnset ] { + + - Parameters [1] { + Parameter #0 [ $index ] + } + - Return [ void ] + } + + Method [ public method offsetGet ] { + + - Parameters [1] { + Parameter #0 [ $index ] + } + } + + Method [ public method getIterator ] { + } + + Method [ public method __toString ] { + + - Parameters [0] { + } + - Return [ string ] + } + } + } + + Class [ class Tensor\Decompositions\Cholesky ] { + + - Constants [0] { + } + + - Static properties [0] { + } + + - Static methods [1] { + Method [ static public method decompose ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $a ] + } + - Return [ Tensor\Decompositions\Cholesky ] + } + } + + - Properties [1] { + Property [ protected $l ] + } + + - Methods [3] { + Method [ public method __construct ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $l ] + } + } + + Method [ public method l ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lT ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + } + } + + Class [ class Tensor\Decompositions\Lu ] { + + - Constants [1] { + Constant [ public float EPSILON ] { 1.0E-8 } + } + + - Static properties [0] { + } + + - Static methods [1] { + Method [ static public method decompose ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $a ] + } + - Return [ Tensor\Decompositions\Lu ] + } + } + + - Properties [3] { + Property [ protected $l ] + Property [ protected $u ] + Property [ protected $p ] + } + + - Methods [4] { + Method [ public method __construct ] { + + - Parameters [3] { + Parameter #0 [ Tensor\Matrix $l ] + Parameter #1 [ Tensor\Matrix $u ] + Parameter #2 [ Tensor\Matrix $p ] + } + } + + Method [ public method l ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method u ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method p ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + } + } + + Class [ class Tensor\Matrix implements Tensor\Tensor, Tensor\Statistical, Tensor\Trigonometric, Tensor\Functional, Tensor\Comparable, Tensor\Arithmetic, ArrayAccess, IteratorAggregate, Traversable, Countable, Tensor\ArrayLike ] { + + - Constants [4] { + Constant [ public float EPSILON ] { 1.0E-8 } + Constant [ public float M_E ] { 2.718281828459 } + Constant [ public float M_PI ] { 3.1415926535898 } + Constant [ public float TWO_PI ] { 6.28318530718 } + } + + - Static properties [0] { + } + + - Static methods [15] { + Method [ static public method build ] { + + - Parameters [1] { + Parameter #0 [ array $a ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method quick ] { + + - Parameters [1] { + Parameter #0 [ array $a ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method identity ] { + + - Parameters [1] { + Parameter #0 [ int $n ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method zeros ] { + + - Parameters [2] { + Parameter #0 [ int $m ] + Parameter #1 [ int $n ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method ones ] { + + - Parameters [2] { + Parameter #0 [ int $m ] + Parameter #1 [ int $n ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method diagonal ] { + + - Parameters [1] { + Parameter #0 [ array $elements ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method fill ] { + + - Parameters [3] { + Parameter #0 [ $value ] + Parameter #1 [ int $m ] + Parameter #2 [ int $n ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method rand ] { + + - Parameters [2] { + Parameter #0 [ int $m ] + Parameter #1 [ int $n ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method gaussian ] { + + - Parameters [2] { + Parameter #0 [ int $m ] + Parameter #1 [ int $n ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method poisson ] { + + - Parameters [3] { + Parameter #0 [ int $m ] + Parameter #1 [ int $n ] + Parameter #2 [ float $lambda ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method uniform ] { + + - Parameters [2] { + Parameter #0 [ int $m ] + Parameter #1 [ int $n ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method minimum ] { + + - Parameters [2] { + Parameter #0 [ Tensor\Matrix $a ] + Parameter #1 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method maximum ] { + + - Parameters [2] { + Parameter #0 [ Tensor\Matrix $a ] + Parameter #1 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static public method stack ] { + + - Parameters [1] { + Parameter #0 [ array $vectors ] + } + - Return [ Tensor\Matrix ] + } + + Method [ static protected method implodeRow ] { + + - Parameters [2] { + Parameter #0 [ string $carry ] + Parameter #1 [ array $row ] + } + - Return [ string ] + } + } + + - Properties [3] { + Property [ protected $a ] + Property [ protected $m ] + Property [ protected $n ] + } + + - Methods [148] { + Method [ public method __construct ] { + + - Parameters [2] { + Parameter #0 [ array $a ] + Parameter #1 [ bool $validate ] + } + } + + Method [ public method shape ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ public method shapeString ] { + + - Parameters [0] { + } + - Return [ string ] + } + + Method [ public method isSquare ] { + + - Parameters [0] { + } + - Return [ bool ] + } + + Method [ public method size ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method m ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method n ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method row ] { + + - Parameters [1] { + Parameter #0 [ int $index ] + } + - Return [ array ] + } + + Method [ public method rowAsVector ] { + + - Parameters [1] { + Parameter #0 [ int $index ] + } + - Return [ Tensor\Vector ] + } + + Method [ public method column ] { + + - Parameters [1] { + Parameter #0 [ int $index ] + } + - Return [ array ] + } + + Method [ public method columnAsVector ] { + + - Parameters [1] { + Parameter #0 [ int $index ] + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method diagonalAsVector ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method asArray ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ public method asVectors ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ public method asColumnVectors ] { + + - Parameters [0] { + } + - Return [ array ] + } + + Method [ public method flatten ] { + + - Parameters [0] { + } + - Return [ Tensor\Vector ] + } + + Method [ public method argmin ] { + + - Parameters [0] { + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method argmax ] { + + - Parameters [0] { + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method map ] { + + - Parameters [1] { + Parameter #0 [ $callback ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method reduce ] { + + - Parameters [2] { + Parameter #0 [ $callback ] + Parameter #1 [ $initial ] + } + } + + Method [ public method transpose ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method inverse ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method det ] { + } + + Method [ public method rank ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method fullRank ] { + + - Parameters [0] { + } + - Return [ bool ] + } + + Method [ public method symmetric ] { + + - Parameters [0] { + } + - Return [ bool ] + } + + Method [ public method positiveDefinite ] { + + - Parameters [0] { + } + - Return [ bool ] + } + + Method [ public method positiveSemidefinite ] { + + - Parameters [0] { + } + - Return [ bool ] + } + + Method [ public method matmul ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method dot ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method convolve ] { + + - Parameters [2] { + Parameter #0 [ Tensor\Matrix $b ] + Parameter #1 [ int $stride ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method ref ] { + + - Parameters [0] { + } + - Return [ Tensor\Reductions\Ref ] + } + + Method [ public method rref ] { + + - Parameters [0] { + } + - Return [ Tensor\Reductions\Rref ] + } + + Method [ public method lu ] { + + - Parameters [0] { + } + - Return [ Tensor\Decompositions\Lu ] + } + + Method [ public method cholesky ] { + + - Parameters [0] { + } + - Return [ Tensor\Decompositions\Cholesky ] + } + + Method [ public method eig ] { + + - Parameters [1] { + Parameter #0 [ bool $normalize ] + } + - Return [ Tensor\Eigen ] + } + + Method [ public method solve ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method l1Norm ] { + } + + Method [ public method l2Norm ] { + } + + Method [ public method infinityNorm ] { + } + + Method [ public method maxNorm ] { + } + + Method [ public method multiply ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method divide ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method add ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method subtract ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method pow ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method mod ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method equal ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method notEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method greater ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method greaterEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method less ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method lessEqual ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + } + + Method [ public method reciprocal ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method abs ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method square ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method sqrt ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method exp ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method expm1 ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method log ] { + + - Parameters [1] { + Parameter #0 [ float $base ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method log1p ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method sin ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method asin ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method cos ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method acos ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method tan ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method atan ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method rad2deg ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method deg2rad ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method sum ] { + + - Parameters [0] { + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method product ] { + + - Parameters [0] { + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method min ] { + + - Parameters [0] { + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method max ] { + + - Parameters [0] { + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method mean ] { + + - Parameters [0] { + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method median ] { + + - Parameters [0] { + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method quantile ] { + + - Parameters [1] { + Parameter #0 [ float $q ] + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method variance ] { + + - Parameters [1] { + Parameter #0 [ $mean ] + } + - Return [ Tensor\ColumnVector ] + } + + Method [ public method covariance ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector or NULL $mean ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method round ] { + + - Parameters [1] { + Parameter #0 [ int $precision ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method floor ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method ceil ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method clip ] { + + - Parameters [2] { + Parameter #0 [ float $min ] + Parameter #1 [ float $max ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method clipLower ] { + + - Parameters [1] { + Parameter #0 [ float $min ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method clipUpper ] { + + - Parameters [1] { + Parameter #0 [ float $max ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method sign ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method negate ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method insert ] { + + - Parameters [3] { + Parameter #0 [ Tensor\Matrix $b ] + Parameter #1 [ int $rowOffset ] + Parameter #2 [ int $columnOffset ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method subMatrix ] { + + - Parameters [4] { + Parameter #0 [ int $startRow ] + Parameter #1 [ int $startColumn ] + Parameter #2 [ int $endRow ] + Parameter #3 [ int $endColumn ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method augmentAbove ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method augmentBelow ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method augmentLeft ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method augmentRight ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method repeat ] { + + - Parameters [2] { + Parameter #0 [ int $m ] + Parameter #1 [ int $n ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method multiplyMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method divideMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method addMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method subtractMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method powMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method modMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method equalMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method notEqualMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterEqualMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessEqualMatrix ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method multiplyVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method divideVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method addVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method subtractVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method powVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method modVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method equalVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method notEqualVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterEqualVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessEqualVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Vector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method multiplyColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method divideColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method addColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method subtractColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method powColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method modColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method equalColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method notEqualColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterEqualColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessEqualColumnVector ] { + + - Parameters [1] { + Parameter #0 [ Tensor\ColumnVector $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method multiplyScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method divideScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method addScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method subtractScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method powScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method modScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method equalScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method notEqualScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method greaterEqualScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method lessEqualScalar ] { + + - Parameters [1] { + Parameter #0 [ $b ] + } + - Return [ Tensor\Matrix ] + } + + Method [ public method count ] { + + - Parameters [0] { + } + - Return [ int ] + } + + Method [ public method offsetSet ] { + + - Parameters [2] { + Parameter #0 [ $index ] + Parameter #1 [ $values ] + } + - Return [ void ] + } + + Method [ public method offsetExists ] { + + - Parameters [1] { + Parameter #0 [ $index ] + } + - Return [ bool ] + } + + Method [ public method offsetUnset ] { + + - Parameters [1] { + Parameter #0 [ $index ] + } + - Return [ void ] + } + + Method [ public method offsetGet ] { + + - Parameters [1] { + Parameter #0 [ $index ] + } + - Return [ array ] + } + + Method [ public method getIterator ] { + } + + Method [ public method __toString ] { + + - Parameters [0] { + } + - Return [ string ] + } + } + } + + Class [ class Tensor\Reductions\Ref ] { + + - Constants [0] { + } + + - Static properties [0] { + } + + - Static methods [3] { + Method [ static public method reduce ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $a ] + } + - Return [ Tensor\Reductions\Ref ] + } + + Method [ static public method gaussianElimination ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $a ] + } + - Return [ Tensor\Reductions\Ref ] + } + + Method [ static public method rowReductionMethod ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $a ] + } + - Return [ Tensor\Reductions\Ref ] + } + } + + - Properties [2] { + Property [ protected $a ] + Property [ protected $swaps ] + } + + - Methods [3] { + Method [ public method __construct ] { + + - Parameters [2] { + Parameter #0 [ Tensor\Matrix $a ] + Parameter #1 [ int $swaps ] + } + } + + Method [ public method a ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + + Method [ public method swaps ] { + + - Parameters [0] { + } + - Return [ int ] + } + } + } + + Class [ class Tensor\Reductions\Rref ] { + + - Constants [0] { + } + + - Static properties [0] { + } + + - Static methods [1] { + Method [ static public method reduce ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $a ] + } + - Return [ Tensor\Reductions\Rref ] + } + } + + - Properties [1] { + Property [ protected $a ] + } + + - Methods [2] { + Method [ public method __construct ] { + + - Parameters [1] { + Parameter #0 [ Tensor\Matrix $a ] + } + } + + Method [ public method a ] { + + - Parameters [0] { + } + - Return [ Tensor\Matrix ] + } + } + } + + Class [ class Tensor\Settings ] { + + - Constants [0] { + } + + - Static properties [0] { + } + + - Static methods [2] { + Method [ static public method setNumThreads ] { + + - Parameters [1] { + Parameter #0 [ int $threads ] + } + - Return [ void ] + } + + Method [ static public method numThreads ] { + + - Parameters [0] { + } + - Return [ int ] + } + } + + - Properties [0] { + } + + - Methods [0] { + } + } + } +} + -- cgit