#include <ArrayND.h>
Public Types | |
typedef ProperDblFromCmpl < Numeric >::type | proper_double |
typedef Numeric | value_type |
Public Member Functions | |
template<typename Num3 , typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND & | addmul (const ArrayND< Num2, Len2, Dim2 > &r, const Num3 &c) |
template<typename Num3 , typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND< Numeric, Len, Dim > & | addmul (const ArrayND< Num2, Len2, Dim2 > &r, const Num3 &c) |
template<class Functor > | |
ArrayND & | apply (Functor f) |
template<class Functor > | |
ArrayND< Numeric, Len, Dim > & | apply (Functor f) |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | applySlice (ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, unsigned nFixedIndices, Functor binaryFunct) |
ArrayND () | |
ArrayND (const ArrayND &) | |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND (const ArrayND< Num2, Len2, Dim2 > &) | |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
ArrayND (const ArrayND< Num2, Len2, Dim2 > &, Functor f) | |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND (const ArrayND< Num2, Len2, Dim2 > &from, const ArrayRange &fromRange) | |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
ArrayND (const ArrayND< Num2, Len2, Dim2 > &from, const ArrayRange &fromRange, Functor f) | |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND (const ArrayND< Num2, Len2, Dim2 > &slicedArray, const unsigned *indices, unsigned nIndices) | |
template<typename Num1 , unsigned Len1, unsigned Dim1, typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND (const ArrayND< Num1, Len1, Dim1 > &a1, const ArrayND< Num2, Len2, Dim2 > &a2) | |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
ArrayND & | assign (const ArrayND< Num2, Len2, Dim2 > &, Functor f) |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
ArrayND< Numeric, Len, Dim > & | assign (const ArrayND< Num2, Len2, Dim2 > &r, Functor f) |
template<typename Num2 > | |
ArrayND | cdfArray (double scale=1.0) const |
template<typename Accumulator > | |
ArrayND< Numeric, Len, Dim > | cdfArray (const double inscale) const |
template<typename Num2 > | |
Num2 | cdfValue (const unsigned *index, unsigned indexLen) const |
template<typename Accumulator > | |
Accumulator | cdfValue (const unsigned *index, const unsigned indexLen) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | circularFlatScan (ArrayND< Num2, Len2, Dim2 > &other, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, unsigned arrLen, Functor binaryFunct) |
ArrayND & | clear () |
ArrayND & | constFill (Numeric c) |
ArrayND | contract (unsigned pos1, unsigned pos2) const |
void | convertLinearIndex (unsigned long l, unsigned *index, unsigned indexLen) const |
template<typename Num2 > | |
void | convertToLastDimCdf (ArrayND *sumSlice, bool useTrapezoids) |
const Numeric * | data () const |
template<typename Num2 > | |
ArrayND | derivative (double scale=1.0) const |
template<typename Accumulator > | |
ArrayND< Numeric, Len, Dim > | derivative (const double inscale) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND | dot (const ArrayND< Num2, Len2, Dim2 > &r) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND< Numeric, Len, Dim > | dot (const ArrayND< Num2, Len2, Dim2 > &r) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | dualCircularScan (ArrayND< Num2, Len2, Dim2 > &other, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, unsigned arrLen, Functor binaryFunct) |
template<typename Num2 > | |
void | exportMemSlice (Num2 *buffer, unsigned long bufLen, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
void | exportSlice (ArrayND< Num2, Len2, Dim2 > *slice, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
void | exportSubrange (const unsigned *fromCorner, unsigned lenCorner, ArrayND< Num2, Len2, Dim2 > *dest) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | flatCircularScan (ArrayND< Num2, Len2, Dim2 > &other, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, unsigned arrLen, Functor binaryFunct) |
ArrayRange | fullRange () const |
template<class Functor > | |
ArrayND & | functorFill (Functor f) |
template<class Functor > | |
ArrayND< Numeric, Len, Dim > & | functorFill (Functor f) |
template<typename Num2 > | |
void | importMemSlice (const Num2 *buffer, unsigned long bufLen, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices) |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
void | importSlice (const ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices) |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
void | importSubrange (const unsigned *fromCorner, unsigned lenCorner, const ArrayND< Num2, Len2, Dim2 > &from) |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND & | inPlaceMul (const ArrayND< Num2, Len2, Dim2 > &r) |
Numeric | interpolate1 (const double *x, unsigned xDim) const |
Numeric | interpolate3 (const double *x, unsigned xDim) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
bool | isClose (const ArrayND< Num2, Len2, Dim2 > &r, double eps) const |
bool | isCompatible (const ArrayShape &shape) const |
bool | isDensity () const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
bool | isShapeCompatible (const ArrayND< Num2, Len2, Dim2 > &r) const |
bool | isShapeKnown () const |
bool | isZero () const |
template<typename Num2 , class Functor > | |
void | jointMemSliceScan (Num2 *buffer, unsigned long bufLen, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices, Functor binaryFunct) |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | jointScan (ArrayND< Num2, Len2, Dim2 > &other, Functor binaryFunct) |
template<typename Num2 , class Op > | |
void | jointSliceLoop (const unsigned level, const unsigned long idx0, const unsigned level1, const unsigned long idx1, Num2 *sliceData, const unsigned long *sliceStrides, const unsigned *fixedIndices, const unsigned *fixedIndexValues, const unsigned nFixedIndices, Op fcn) |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | jointSliceScan (ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices, Functor binaryFunct) |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | jointSubrangeScan (ArrayND< Num2, Len2, Dim2 > &other, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, unsigned arrLen, Functor binaryFunct) |
unsigned long | length () const |
ArrayND & | linearFill (const double *coeff, unsigned coeffLen, double c) |
unsigned long | linearIndex (const unsigned *idx, unsigned idxLen) const |
unsigned | makeCopulaSteps (double tolerance, unsigned maxIterations) |
ArrayND & | makeNonNegative () |
ArrayND & | makeUnit () |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND | marginalize (const ArrayND< Num2, Len2, Dim2 > &prior, const unsigned *indexMap, unsigned mapLen) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND< Numeric, StackLen, StackDim > | marginalize (const ArrayND< Num2, Len2, Dim2 > &prior, const unsigned *indexMap, const unsigned mapLen) const |
Numeric | max () const |
Numeric | max (unsigned *index, unsigned indexLen) const |
template<unsigned Len2, unsigned Dim2> | |
double | maxAbsDifference (const ArrayND< Numeric, Len2, Dim2 > &) const |
unsigned | maximumSpan () const |
Numeric | min () const |
Numeric | min (unsigned *index, unsigned indexLen) const |
unsigned | minimumSpan () const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
void | multiMirror (ArrayND< Num2, Len2, Dim2 > *out) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND & | multiplyBySlice (const ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, unsigned nFixedIndices) |
template<unsigned Len2, unsigned Dim2> | |
bool | operator!= (const ArrayND< Numeric, Len2, Dim2 > &) const |
template<typename Num2 > | |
ArrayND | operator* (const Num2 &r) const |
template<typename Num2 > | |
ArrayND< Numeric, Len, Dim > | operator* (const Num2 &r) const |
template<typename Num2 > | |
ArrayND< Numeric, Len, Dim > & | operator*= (const Num2 &r) |
ArrayND | operator+ () const |
template<unsigned Len2, unsigned Dim2> | |
ArrayND | operator+ (const ArrayND< Numeric, Len2, Dim2 > &r) const |
template<unsigned Len2, unsigned Dim2> | |
ArrayND< Numeric, Len, Dim > | operator+ (const ArrayND< Numeric, Len2, Dim2 > &r) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND< Numeric, Len, Dim > & | operator+= (const ArrayND< Num2, Len2, Dim2 > &r) |
ArrayND | operator- () const |
template<unsigned Len2, unsigned Dim2> | |
ArrayND | operator- (const ArrayND< Numeric, Len2, Dim2 > &r) const |
template<unsigned Len2, unsigned Dim2> | |
ArrayND< Numeric, Len, Dim > | operator- (const ArrayND< Numeric, Len2, Dim2 > &r) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND< Numeric, Len, Dim > & | operator-= (const ArrayND< Num2, Len2, Dim2 > &r) |
template<typename Num2 > | |
ArrayND | operator/ (const Num2 &r) const |
template<typename Num2 > | |
ArrayND< Numeric, Len, Dim > | operator/ (const Num2 &r) const |
template<typename Num2 > | |
ArrayND< Numeric, Len, Dim > & | operator/= (const Num2 &r) |
ArrayND & | operator= (const ArrayND &) |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND & | operator= (const ArrayND< Num2, Len2, Dim2 > &) |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND< Numeric, Len, Dim > & | operator= (const ArrayND< Num2, Len2, Dim2 > &r) |
template<unsigned Len2, unsigned Dim2> | |
bool | operator== (const ArrayND< Numeric, Len2, Dim2 > &) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND | outer (const ArrayND< Num2, Len2, Dim2 > &r) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND< Numeric, Len, Dim > | outer (const ArrayND< Num2, Len2, Dim2 > &r) const |
template<typename Num2 , typename Integer > | |
void | processSubrange (AbsArrayProjector< Numeric, Num2 > &f, const BoxND< Integer > &subrange) const |
unsigned | rank () const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
void | rotate (const unsigned *shifts, unsigned lenShifts, ArrayND< Num2, Len2, Dim2 > *rotated) const |
template<class Functor > | |
ArrayND & | scanInPlace (Functor f) |
template<class Functor > | |
ArrayND< Numeric, Len, Dim > & | scanInPlace (Functor f) |
template<typename Num2 > | |
ArrayND & | setData (const Num2 *data, unsigned long dataLength) |
template<typename Num2 > | |
ArrayND< Numeric, Len, Dim > & | setData (const Num2 *data, const unsigned long dataLength) |
ArrayShape | shape () const |
const unsigned * | shapeData () const |
ArrayShape | sliceShape (const unsigned *fixedIndices, unsigned nFixedIndices) const |
unsigned | span (unsigned dim) const |
const unsigned long * | strides () const |
template<typename Num2 > | |
Num2 | sum () const |
template<typename Num2 > | |
Num2 | sumsq () const |
ArrayND | transpose (unsigned pos1, unsigned pos2) const |
ArrayND | transpose () const |
ArrayND & | uninitialize () |
~ArrayND () | |
ArrayND (const ArrayShape &shape) | |
ArrayND (const unsigned *shape, unsigned dim) | |
ArrayND (unsigned n0) | |
ArrayND (unsigned n0, unsigned n1) | |
ArrayND (unsigned n0, unsigned n1, unsigned n2) | |
ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3) | |
ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4) | |
ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4, unsigned n5) | |
ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4, unsigned n5, unsigned n6) | |
ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4, unsigned n5, unsigned n6, unsigned n7) | |
ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4, unsigned n5, unsigned n6, unsigned n7, unsigned n8) | |
ArrayND (unsigned n0, unsigned n1, unsigned n2, unsigned n3, unsigned n4, unsigned n5, unsigned n6, unsigned n7, unsigned n8, unsigned n9) | |
Numeric & | value (const unsigned *index, unsigned indexLen) |
const Numeric & | value (const unsigned *index, unsigned indexLen) const |
Numeric & | valueAt (const unsigned *index, unsigned indexLen) |
const Numeric & | valueAt (const unsigned *index, unsigned indexLen) const |
Numeric & | linearValue (unsigned long index) |
const Numeric & | linearValue (unsigned long index) const |
Numeric & | linearValueAt (unsigned long index) |
const Numeric & | linearValueAt (unsigned long index) const |
template<typename Num2 > | |
ArrayND & | operator*= (const Num2 &r) |
template<typename Num2 > | |
ArrayND & | operator/= (const Num2 &r) |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND & | operator+= (const ArrayND< Num2, Len2, Dim2 > &r) |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
ArrayND & | operator-= (const ArrayND< Num2, Len2, Dim2 > &r) |
Numeric & | closest (const double *x, unsigned xDim) |
const Numeric & | closest (const double *x, unsigned xDim) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 > | |
void | project (ArrayND< Num2, Len2, Dim2 > *projection, AbsArrayProjector< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 > | |
void | project (ArrayND< Num2, Len2, Dim2 > *projection, AbsVisitor< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 > | |
void | addToProjection (ArrayND< Num2, Len2, Dim2 > *projection, AbsArrayProjector< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 > | |
void | subtractFromProjection (ArrayND< Num2, Len2, Dim2 > *projection, AbsArrayProjector< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 > | |
void | addToProjection (ArrayND< Num2, Len2, Dim2 > *projection, AbsVisitor< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 > | |
void | subtractFromProjection (ArrayND< Num2, Len2, Dim2 > *projection, AbsVisitor< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const |
Numeric & | operator() () |
const Numeric & | operator() () const |
Numeric & | operator() (unsigned i0) |
const Numeric & | operator() (unsigned i0) const |
Numeric & | operator() (unsigned i0, unsigned i1) |
const Numeric & | operator() (unsigned i0, unsigned i1) const |
Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2) |
const Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2) const |
Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3) |
const Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3) const |
Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4) |
const Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4) const |
Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5) |
const Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5) const |
Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6) |
const Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6) const |
Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7) |
const Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7) const |
Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8) |
const Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8) const |
Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8, unsigned i9) |
const Numeric & | operator() (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8, unsigned i9) const |
Numeric & | at () |
const Numeric & | at () const |
Numeric & | at (unsigned i0) |
const Numeric & | at (unsigned i0) const |
Numeric & | at (unsigned i0, unsigned i1) |
const Numeric & | at (unsigned i0, unsigned i1) const |
Numeric & | at (unsigned i0, unsigned i1, unsigned i2) |
const Numeric & | at (unsigned i0, unsigned i1, unsigned i2) const |
Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3) |
const Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3) const |
Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4) |
const Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4) const |
Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5) |
const Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5) const |
Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6) |
const Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6) const |
Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7) |
const Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7) const |
Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8) |
const Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8) const |
Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8, unsigned i9) |
const Numeric & | at (unsigned i0, unsigned i1, unsigned i2, unsigned i3, unsigned i4, unsigned i5, unsigned i6, unsigned i7, unsigned i8, unsigned i9) const |
Numeric & | cl () |
const Numeric & | cl () const |
Numeric & | cl (double x0) |
const Numeric & | cl (double x0) const |
Numeric & | cl (double x0, double x1) |
const Numeric & | cl (double x0, double x1) const |
Numeric & | cl (double x0, double x1, double x2) |
const Numeric & | cl (double x0, double x1, double x2) const |
Numeric & | cl (double x0, double x1, double x2, double x3) |
const Numeric & | cl (double x0, double x1, double x2, double x3) const |
Numeric & | cl (double x0, double x1, double x2, double x3, double x4) |
const Numeric & | cl (double x0, double x1, double x2, double x3, double x4) const |
Numeric & | cl (double x0, double x1, double x2, double x3, double x4, double x5) |
const Numeric & | cl (double x0, double x1, double x2, double x3, double x4, double x5) const |
Numeric & | cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6) |
const Numeric & | cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6) const |
Numeric & | cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7) |
const Numeric & | cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7) const |
Numeric & | cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7, double x8) |
const Numeric & | cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7, double x8) const |
Numeric & | cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7, double x8, double x9) |
const Numeric & | cl (double x0, double x1, double x2, double x3, double x4, double x5, double x6, double x7, double x8, double x9) const |
gs::ClassId | classId () const |
bool | write (std::ostream &of) const |
Static Public Member Functions | |
static const char * | classname () |
static void | restore (const gs::ClassId &id, std::istream &in, ArrayND *array) |
static unsigned | version () |
Private Member Functions | |
void | buildFromShapePtr (const unsigned *, unsigned) |
void | buildStrides () |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | circularFlatLoop (unsigned level, unsigned long idx0, unsigned long idx1, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, ArrayND< Num2, Len2, Dim2 > &other, Functor binaryFunct) |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | commonSubrangeLoop (unsigned level, unsigned long idx0, unsigned long idx1, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, ArrayND< Num2, Len2, Dim2 > &other, Functor binaryFunct) |
void | contractLoop (unsigned thisLevel, unsigned resLevel, unsigned pos1, unsigned pos2, unsigned long idxThis, unsigned long idxRes, ArrayND &result) const |
template<typename Accumulator > | |
void | convertToLastDimCdfLoop (ArrayND *sumSlice, unsigned level, unsigned long idx0, unsigned long idxSlice, bool useTrapezoids) |
unsigned | coordToIndex (double coord, unsigned idim) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | copyRangeLoopFunct (unsigned level, unsigned long idx0, unsigned long idx1, const ArrayND< Num2, Len2, Dim2 > &r, const ArrayRange &range, Functor f) |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
void | dotProductLoop (unsigned level, unsigned long idx0, unsigned long idx1, unsigned long idx2, const ArrayND< Num2, Len2, Dim2 > &r, ArrayND &result) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | dualCircularLoop (unsigned level, unsigned long idx0, unsigned long idx1, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, ArrayND< Num2, Len2, Dim2 > &other, Functor binaryFunct) |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | flatCircularLoop (unsigned level, unsigned long idx0, unsigned long idx1, const unsigned *thisCorner, const unsigned *range, const unsigned *otherCorner, ArrayND< Num2, Len2, Dim2 > &other, Functor binaryFunct) |
template<class Functor > | |
void | functorFillLoop (unsigned level, unsigned long idx, Functor f, unsigned *farg) |
Numeric | interpolateLoop (unsigned level, const double *x, const Numeric *base) const |
template<typename Num2 , class Functor > | |
void | jointSliceLoop (unsigned level, unsigned long idx0, unsigned level1, unsigned long idx1, Num2 *sliceData, const unsigned long *sliceStrides, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices, Functor binaryFunctor) |
void | linearFillLoop (unsigned level, double s0, unsigned long idx, double shift, const double *coeffs) |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
Numeric | marginalizeInnerLoop (unsigned long idx, unsigned levelPr, unsigned long idxPr, const ArrayND< Num2, Len2, Dim2 > &prior, const unsigned *indexMap) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
void | marginalizeLoop (unsigned level, unsigned long idx, unsigned levelRes, unsigned long idxRes, const ArrayND< Num2, Len2, Dim2 > &prior, const unsigned *indexMap, ArrayND &res) const |
template<typename Num1 , unsigned Len1, unsigned Dim1, typename Num2 , unsigned Len2, unsigned Dim2> | |
void | outerProductLoop (unsigned level, unsigned long idx0, unsigned long idx1, unsigned long idx2, const ArrayND< Num1, Len1, Dim1 > &a1, const ArrayND< Num2, Len2, Dim2 > &a2) |
template<typename Num2 , typename Integer > | |
void | processSubrangeLoop (unsigned level, unsigned long idx0, unsigned *currentIndex, AbsArrayProjector< Numeric, Num2 > &f, const BoxND< Integer > &subrange) const |
template<typename Num2 > | |
void | projectInnerLoop (unsigned level, unsigned long idx0, unsigned *currentIndex, AbsArrayProjector< Numeric, Num2 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const |
template<typename Num2 > | |
void | projectInnerLoop2 (unsigned level, unsigned long idx0, AbsVisitor< Numeric, Num2 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 , class Op > | |
void | projectLoop (unsigned level, unsigned long idx0, unsigned level1, unsigned long idx1, unsigned *currentIndex, ArrayND< Num2, Len2, Dim2 > *projection, AbsArrayProjector< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices, Op fcn) const |
template<typename Num2 , unsigned Len2, unsigned Dim2, typename Num3 , class Op > | |
void | projectLoop2 (unsigned level, unsigned long idx0, unsigned level1, unsigned long idx1, ArrayND< Num2, Len2, Dim2 > *projection, AbsVisitor< Numeric, Num3 > &projector, const unsigned *projectedIndices, unsigned nProjectedIndices, Op fcn) const |
template<typename Num2 , class Functor > | |
void | scaleBySliceInnerLoop (unsigned level, unsigned long idx0, Num2 &scale, const unsigned *projectedIndices, unsigned nProjectedIndices, Functor binaryFunct) |
template<typename Num2 , unsigned Len2, unsigned Dim2, class Functor > | |
void | scaleBySliceLoop (unsigned level, unsigned long idx0, unsigned level1, unsigned long idx1, ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, unsigned nFixedIndices, Functor binaryFunct) |
template<typename Accumulator > | |
Accumulator | sumBelowLoop (unsigned level, unsigned long idx0, const unsigned *limit) const |
void | transposeLoop (unsigned level, unsigned pos1, unsigned pos2, unsigned long idxThis, unsigned long idxRes, ArrayND &result) const |
unsigned long | verifyBufferSliceCompatibility (unsigned long bufLen, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices, unsigned long *sliceStrides) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
void | verifyProjectionCompatibility (const ArrayND< Num2, Len2, Dim2 > &projection, const unsigned *projectedIndices, unsigned nProjectedIndices) const |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
unsigned long | verifySliceCompatibility (const ArrayND< Num2, Len2, Dim2 > &slice, const unsigned *fixedIndices, const unsigned *fixedIndexValues, unsigned nFixedIndices) const |
Private Attributes | |
Numeric * | data_ |
unsigned | dim_ |
unsigned long | len_ |
Numeric | localData_ [StackLen] |
unsigned | localShape_ [StackDim] |
unsigned long | localStrides_ [StackDim] |
unsigned * | shape_ |
bool | shapeIsKnown_ |
unsigned long * | strides_ |
Friends | |
template<typename Num2 , unsigned Len2, unsigned Dim2> | |
class | ArrayND |
A class for multidimensional array manipulation. A number of methods of this class will work only if dimensionality is limited by CHAR_BIT*sizeof(unsigned long)-1 (which is 31 and 63 on 32- and 64-bit architectures, respectively).
Depending on how much space is provided with the "StackLen" template parameter, the array data will be placed either on the stack or on the heap. By default, array data leaves on the heap unless the array has rank 0.
Depending on how much space is provided with the "StackDim" template parameter, the array strides will be placed either on the stack or on the heap. By default, strides will be placed on the stack in case the array dimensionality is ten or less.
The "Numeric" type must have a default constructor (of course, pointers to arbitrary types can be used as well).
Both StackLen and StackDim parameters must be positive.
typedef ProperDblFromCmpl<Numeric>::type npstat::ArrayND< Numeric, StackLen, StackDim >::proper_double |
typedef Numeric npstat::ArrayND< Numeric, StackLen, StackDim >::value_type |
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Default constructor creates an uninitialized array. Only three things can be done safely with such an array:
1) Assigning it from another array (initialized or not).
2) Passing it as an argument to the class static method "restore".
3) Calling the "uninitialize" method.
Any other operation results in an undefined behavior (often, an exception is thrown). Note that initialized array can not be assigned from uninitialized one.
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Constructor which creates arrays with the given shape. The array data remains undefined. Simple inilitalization of the data can be performed using methods clear() or constFill(SomeValue). More complicated initialization can be done by "linearFill", "functorFill", or by setting every array element to a desired value.
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | const unsigned * | shape, |
unsigned | dim | ||
) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | const ArrayND< Numeric, StackLen, StackDim > & | r | ) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | const ArrayND< Num2, Len2, Dim2 > & | r | ) |
Converting constructor. It looks more general than the copy constructor, but the actual copy constructor has to be created anyway – otherwise the compiler will generate an incorrect default copy constructor. Note that existence of this constructor essentially disables data type safety for copying arrays – but the code significantly gains in convenience.
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | const ArrayND< Num2, Len2, Dim2 > & | r, |
Functor | f | ||
) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | const ArrayND< Num2, Len2, Dim2 > & | from, |
const ArrayRange & | fromRange | ||
) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | const ArrayND< Num2, Len2, Dim2 > & | from, |
const ArrayRange & | fromRange, | ||
Functor | f | ||
) |
npstat::ArrayND< Numeric, StackLen, StackDim >::ArrayND | ( | const ArrayND< Num2, Len2, Dim2 > & | slicedArray, |
const unsigned * | indices, | ||
unsigned | nIndices | ||
) |
Constructor from a slice of another array. The data of the constructed array remains undefined. The argument "indices" lists either the array indices whose numbers will be fixed when slicing is performed or the indices which will be iterated over during projections (for example, array values may be summed over these indices). These indices will be excluded from the constructed array. The created array can be subsequently used with methods "exportSlice", "importSlice", "project", etc. of the parent array "slicedArray".
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | const ArrayND< Num1, Len1, Dim1 > & | a1, |
const ArrayND< Num2, Len2, Dim2 > & | a2 | ||
) |
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npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | unsigned | n0, |
unsigned | n1 | ||
) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | unsigned | n0, |
unsigned | n1, | ||
unsigned | n2 | ||
) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | unsigned | n0, |
unsigned | n1, | ||
unsigned | n2, | ||
unsigned | n3 | ||
) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | unsigned | n0, |
unsigned | n1, | ||
unsigned | n2, | ||
unsigned | n3, | ||
unsigned | n4 | ||
) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | unsigned | n0, |
unsigned | n1, | ||
unsigned | n2, | ||
unsigned | n3, | ||
unsigned | n4, | ||
unsigned | n5 | ||
) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | unsigned | n0, |
unsigned | n1, | ||
unsigned | n2, | ||
unsigned | n3, | ||
unsigned | n4, | ||
unsigned | n5, | ||
unsigned | n6 | ||
) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | unsigned | n0, |
unsigned | n1, | ||
unsigned | n2, | ||
unsigned | n3, | ||
unsigned | n4, | ||
unsigned | n5, | ||
unsigned | n6, | ||
unsigned | n7 | ||
) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | unsigned | n0, |
unsigned | n1, | ||
unsigned | n2, | ||
unsigned | n3, | ||
unsigned | n4, | ||
unsigned | n5, | ||
unsigned | n6, | ||
unsigned | n7, | ||
unsigned | n8 | ||
) |
npstat::ArrayND< Numeric, Len, Dim >::ArrayND | ( | unsigned | n0, |
unsigned | n1, | ||
unsigned | n2, | ||
unsigned | n3, | ||
unsigned | n4, | ||
unsigned | n5, | ||
unsigned | n6, | ||
unsigned | n7, | ||
unsigned | n8, | ||
unsigned | n9 | ||
) |
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ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::addmul | ( | const ArrayND< Num2, Len2, Dim2 > & | r, |
const Num3 & | c | ||
) |
This method is equivalent to (but faster than) += r*c
ArrayND<Numeric,Len,Dim>& npstat::ArrayND< Numeric, StackLen, StackDim >::addmul | ( | const ArrayND< Num2, Len2, Dim2 > & | r, |
const Num3 & | c | ||
) |
void npstat::ArrayND< Numeric, StackLen, StackDim >::addToProjection | ( | ArrayND< Num2, Len2, Dim2 > * | projection, |
AbsArrayProjector< Numeric, Num3 > & | projector, | ||
const unsigned * | projectedIndices, | ||
unsigned | nProjectedIndices | ||
) | const |
void npstat::ArrayND< Numeric, StackLen, StackDim >::addToProjection | ( | ArrayND< Num2, Len2, Dim2 > * | projection, |
AbsVisitor< Numeric, Num3 > & | projector, | ||
const unsigned * | projectedIndices, | ||
unsigned | nProjectedIndices | ||
) | const |
ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::apply | ( | Functor | f | ) |
This method applies a single-argument functor to each element of the array (in-place). The result returned by the functor becomes the new value of the element. There must be a conversion (static cast) from the functor result to the "Numeric" type. The method returns *this which allows for chaining of such methods. Use the transforming constructor if you want a new array instead.
Referenced by editorTools.UserCodeTool::__call__(), metTools.AddMETCollection::__call__(), and editorTools.ChangeSource::__call__().
ArrayND<Numeric,Len,Dim>& npstat::ArrayND< Numeric, StackLen, StackDim >::apply | ( | Functor | f | ) |
Definition at line 4744 of file ArrayND.h.
Referenced by editorTools.UserCodeTool::__call__(), metTools.AddMETCollection::__call__(), and editorTools.ChangeSource::__call__().
void npstat::ArrayND< Numeric, StackLen, StackDim >::applySlice | ( | ArrayND< Num2, Len2, Dim2 > & | slice, |
const unsigned * | fixedIndices, | ||
unsigned | nFixedIndices, | ||
Functor | binaryFunct | ||
) |
ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::assign | ( | const ArrayND< Num2, Len2, Dim2 > & | , |
Functor | f | ||
) |
Converting assignment method with a transforming functor
ArrayND<Numeric,Len,Dim>& npstat::ArrayND< Numeric, StackLen, StackDim >::assign | ( | const ArrayND< Num2, Len2, Dim2 > & | r, |
Functor | f | ||
) |
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | ) |
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | ) | const |
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0 | ) |
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0 | ) | const |
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1 | ||
) |
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1 | ||
) | const |
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2 | ||
) |
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2 | ||
) | const |
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3 | ||
) |
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3 | ||
) | const |
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4 | ||
) |
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4 | ||
) | const |
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4, | ||
unsigned | i5 | ||
) |
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4, | ||
unsigned | i5 | ||
) | const |
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4, | ||
unsigned | i5, | ||
unsigned | i6 | ||
) |
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4, | ||
unsigned | i5, | ||
unsigned | i6 | ||
) | const |
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4, | ||
unsigned | i5, | ||
unsigned | i6, | ||
unsigned | i7 | ||
) |
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4, | ||
unsigned | i5, | ||
unsigned | i6, | ||
unsigned | i7 | ||
) | const |
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4, | ||
unsigned | i5, | ||
unsigned | i6, | ||
unsigned | i7, | ||
unsigned | i8 | ||
) |
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4, | ||
unsigned | i5, | ||
unsigned | i6, | ||
unsigned | i7, | ||
unsigned | i8 | ||
) | const |
Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4, | ||
unsigned | i5, | ||
unsigned | i6, | ||
unsigned | i7, | ||
unsigned | i8, | ||
unsigned | i9 | ||
) |
const Numeric & npstat::ArrayND< Numeric, Len, Dim >::at | ( | unsigned | i0, |
unsigned | i1, | ||
unsigned | i2, | ||
unsigned | i3, | ||
unsigned | i4, | ||
unsigned | i5, | ||
unsigned | i6, | ||
unsigned | i7, | ||
unsigned | i8, | ||
unsigned | i9 | ||
) | const |
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ArrayND npstat::ArrayND< Numeric, StackLen, StackDim >::cdfArray | ( | double | scale = 1.0 | ) | const |
The operation inverse to "derivative". Constructs multivariate cumulative density function.
ArrayND<Numeric,Len,Dim> npstat::ArrayND< Numeric, StackLen, StackDim >::cdfArray | ( | const double | inscale | ) | const |
Num2 npstat::ArrayND< Numeric, StackLen, StackDim >::cdfValue | ( | const unsigned * | index, |
unsigned | indexLen | ||
) | const |
Calculate just one multivariate cumulative density function value. Point with given index will be included in the sum.
Accumulator npstat::ArrayND< Numeric, StackLen, StackDim >::cdfValue | ( | const unsigned * | index, |
const unsigned | indexLen | ||
) | const |
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void npstat::ArrayND< Numeric, Len, Dim >::circularFlatScan | ( | ArrayND< Num2, Len2, Dim2 > & | other, |
const unsigned * | thisCorner, | ||
const unsigned * | range, | ||
const unsigned * | otherCorner, | ||
unsigned | arrLen, | ||
Functor | binaryFunct | ||
) |
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Closest value accessor (works as if the array allows access with non-integer indices). For example, the second point in some dimension will be accessed in case the coordinate in that dimension is between 0.5 and 1.5. This function can be used, for example, for implementing simple N-D histogramming or for closest value interpolation and extrapolation.
Definition at line 3387 of file ArrayND.h.
Referenced by npstat::Private::ArrayMapper< Num1, Len1, Dim1, Num2, Len2, Dim2 >::operator()().
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ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::constFill | ( | Numeric | c | ) |
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::contract | ( | unsigned | pos1, |
unsigned | pos2 | ||
) | const |
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void npstat::ArrayND< Numeric, Len, Dim >::convertLinearIndex | ( | unsigned long | l, |
unsigned * | index, | ||
unsigned | indexLen | ||
) | const |
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The next function turns the array data into the conditional cumulative density function for the last dimension. "Num2" is the type of accumulator class used. The cdf is stored in such a way that the cdf value of 0 is skipped (the first stored value is the sum which includes the 0th bin). The slice is filled with the sum of values. The "useTrapezoids" parameter specifies whether trapezoidal integration formula should be utilized (rectangular integration is used in case "useTrapezoids" value is "false").
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ArrayND npstat::ArrayND< Numeric, StackLen, StackDim >::derivative | ( | double | scale = 1.0 | ) | const |
Mixed derivative over all directions. Useful for generating densities from distribution functions. The resulting array will have one less point in each dimension. Class Num2 is used as accumulator for calculations. static_cast from Num2 to Numeric must exist. The result is multiplied by the scale factor provided.
ArrayND<Numeric,Len,Dim> npstat::ArrayND< Numeric, StackLen, StackDim >::derivative | ( | const double | inscale | ) | const |
ArrayND npstat::ArrayND< Numeric, StackLen, StackDim >::dot | ( | const ArrayND< Num2, Len2, Dim2 > & | r | ) | const |
Here, dot product corresponds to outer product followed by the contraction over two indices – the last index of this object and the first index of the argument.
ArrayND<Numeric,Len,Dim> npstat::ArrayND< Numeric, StackLen, StackDim >::dot | ( | const ArrayND< Num2, Len2, Dim2 > & | r | ) | const |
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void npstat::ArrayND< Numeric, Len, Dim >::dualCircularScan | ( | ArrayND< Num2, Len2, Dim2 > & | other, |
const unsigned * | thisCorner, | ||
const unsigned * | range, | ||
const unsigned * | otherCorner, | ||
unsigned | arrLen, | ||
Functor | binaryFunct | ||
) |
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void npstat::ArrayND< Numeric, Len, StackDim >::exportSubrange | ( | const unsigned * | fromCorner, |
unsigned | lenCorner, | ||
ArrayND< Num2, Len2, Dim2 > * | dest | ||
) | const |
Copy a hyperrectangular subrange of this array potentially completely overwriting the destination array. The starting corner in this object where copying begins is provided by the first two arguments. The subrange size is defined by the shape of the destination array.
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void npstat::ArrayND< Numeric, Len, Dim >::flatCircularScan | ( | ArrayND< Num2, Len2, Dim2 > & | other, |
const unsigned * | thisCorner, | ||
const unsigned * | range, | ||
const unsigned * | otherCorner, | ||
unsigned | arrLen, | ||
Functor | binaryFunct | ||
) |
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ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::functorFill | ( | Functor | f | ) |
This method fills the array from a functor which takes (const unsigned* index, unsigned indexLen) arguments. There must be a conversion (static cast) from the functor result to the "Numeric" type.
Referenced by npstat::rescanArray().
ArrayND<Numeric,Len,Dim>& npstat::ArrayND< Numeric, StackLen, StackDim >::functorFill | ( | Functor | f | ) |
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void npstat::ArrayND< Numeric, Len, StackDim >::importSubrange | ( | const unsigned * | fromCorner, |
unsigned | lenCorner, | ||
const ArrayND< Num2, Len2, Dim2 > & | from | ||
) |
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Numeric npstat::ArrayND< Numeric, Len, Dim >::interpolate1 | ( | const double * | x, |
unsigned | xDim | ||
) | const |
Multilinear interpolation. Closest value extrapolation is used in case some index is outside of the array bounds. Note that this function works only if the array dimensionality is less than CHAR_BIT*sizeof(unsigned long). x is the "coordinate" which coincides with array index for x equal to unsigned integers.
Definition at line 4610 of file ArrayND.h.
Referenced by npstat::Private::ArrayMapper< Num1, Len1, Dim1, Num2, Len2, Dim2 >::operator()().
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Multicubic interpolation. Closest value extrapolation is used in case some index is outside of the array bounds. This function is much slower than "interpolate1" (in the current implementation, a recursive algorithm is used).
Definition at line 4726 of file ArrayND.h.
Referenced by npstat::Private::ArrayMapper< Num1, Len1, Dim1, Num2, Len2, Dim2 >::operator()().
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bool npstat::ArrayND< Numeric, Len, Dim >::isClose | ( | const ArrayND< Num2, Len2, Dim2 > & | r, |
double | eps | ||
) | const |
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bool npstat::ArrayND< Numeric, Len, Dim >::isDensity | ( | ) | const |
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bool npstat::ArrayND< Numeric, Len, Dim >::isZero | ( | ) | const |
void npstat::ArrayND< Numeric, StackLen, StackDim >::jointMemSliceScan | ( | Num2 * | buffer, |
unsigned long | bufLen, | ||
const unsigned * | fixedIndices, | ||
const unsigned * | fixedIndexValues, | ||
unsigned | nFixedIndices, | ||
Functor | binaryFunct | ||
) |
Joint cycle over a slice this array and some memory buffer. The length of the buffer must be equal to the length of the slice, as in "jointSliceScan". This method is to be used for import/export of slice data and in-place operations (addition, multiplication, etc) with memory managed not by ArrayND but in some other manner.
void npstat::ArrayND< Numeric, StackLen, StackDim >::jointScan | ( | ArrayND< Num2, Len2, Dim2 > & | other, |
Functor | binaryFunct | ||
) |
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void npstat::ArrayND< Numeric, StackLen, StackDim >::jointSliceLoop | ( | const unsigned | level, |
const unsigned long | idx0, | ||
const unsigned | level1, | ||
const unsigned long | idx1, | ||
Num2 * | sliceData, | ||
const unsigned long * | sliceStrides, | ||
const unsigned * | fixedIndices, | ||
const unsigned * | fixedIndexValues, | ||
const unsigned | nFixedIndices, | ||
Op | fcn | ||
) |
void npstat::ArrayND< Numeric, StackLen, StackDim >::jointSliceScan | ( | ArrayND< Num2, Len2, Dim2 > & | slice, |
const unsigned * | fixedIndices, | ||
const unsigned * | fixedIndexValues, | ||
unsigned | nFixedIndices, | ||
Functor | binaryFunct | ||
) |
Joint cycle over the data of this array and the slice. The array to which the "slice" argument refers should normally be created by the slicing constructor using this array as the argument. The "fixedIndices" argument should be the same as the "indices" argument in that constructor. This method is to be used for import/export of slice data and in-place operations (addition, multiplication, etc).
void npstat::ArrayND< Numeric, Len, Dim >::jointSubrangeScan | ( | ArrayND< Num2, Len2, Dim2 > & | other, |
const unsigned * | thisCorner, | ||
const unsigned * | range, | ||
const unsigned * | otherCorner, | ||
unsigned | arrLen, | ||
Functor | binaryFunct | ||
) |
Loop over subranges in two arrays in such a way that the functor is called only if the indices on both sides are valid. The topology of both arrays is assumed to be box-like (flat). The starting corner in this object (where cycling begins) is provided by the argument "thisCorner". The "range" argument specifies the width of the processed patch in each dimension. The corner of the "other" array where cycling begins is provided by the "otherCorner" argument. The "arrLen" argument specifies the number of elements in "thisCorner", "range", and "otherCorner" arrays. It should be equal to the rank of either of the two ArrayND arrays.
Note that there is no good way for this method to assume constness of this or "other" array: this becomes apparent only after the functor has been specified. Apply const_cast judiciously as needed, other solutions of this problem are not any better.
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ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::linearFill | ( | const double * | coeff, |
unsigned | coeffLen, | ||
double | c | ||
) |
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unsigned long npstat::ArrayND< Numeric, Len, Dim >::linearIndex | ( | const unsigned * | idx, |
unsigned | idxLen | ||
) | const |
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unsigned npstat::ArrayND< Numeric, Len, Dim >::makeCopulaSteps | ( | double | tolerance, |
unsigned | maxIterations | ||
) |
This method accumulates marginals and divides the array (treated as a distribution) by the product of the marginals. Several iterations like this turn the distribution into a copula. If the array contains negative elements, they are turned into zeros before the iterations are performed. The function returns the actual number of iteration performed when the given tolerance was reached for all marginals.
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::makeNonNegative | ( | ) |
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::makeUnit | ( | ) |
ArrayND npstat::ArrayND< Numeric, StackLen, StackDim >::marginalize | ( | const ArrayND< Num2, Len2, Dim2 > & | prior, |
const unsigned * | indexMap, | ||
unsigned | mapLen | ||
) | const |
The intent of this method is to marginalize over a set of indices with a prior. Essentially, we are calculating integrals akin to p(y) = Integral f(y|x) g(x) dx in which all functions are represented on an equidistant grid. If needed, multiplication of the result by the grid cell size should be performed after this function. "indexMap" specifies how the indices of the prior array (which is like g(x)) are mapped into the indices of this array (which is like f(y|x)). The number of elements in the map, "mapLen", must be equal to the rank of the prior. Dimension 0 of the prior corresponds to the dimension indexMap[0] of this array, dimension 1 corresponds to indexMap[1], etc.
ArrayND<Numeric,StackLen,StackDim> npstat::ArrayND< Numeric, StackLen, StackDim >::marginalize | ( | const ArrayND< Num2, Len2, Dim2 > & | prior, |
const unsigned * | indexMap, | ||
const unsigned | mapLen | ||
) | const |
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Numeric npstat::ArrayND< Numeric, Len, Dim >::max | ( | ) | const |
Numeric npstat::ArrayND< Numeric, Len, Dim >::max | ( | unsigned * | index, |
unsigned | indexLen | ||
) | const |
double npstat::ArrayND< Numeric, Len, Dim >::maxAbsDifference | ( | const ArrayND< Numeric, Len2, Dim2 > & | r | ) | const |
unsigned npstat::ArrayND< Numeric, Len, Dim >::maximumSpan | ( | ) | const |
Numeric npstat::ArrayND< Numeric, Len, Dim >::min | ( | ) | const |
Numeric npstat::ArrayND< Numeric, Len, Dim >::min | ( | unsigned * | index, |
unsigned | indexLen | ||
) | const |
unsigned npstat::ArrayND< Numeric, Len, Dim >::minimumSpan | ( | ) | const |
void npstat::ArrayND< Numeric, Len, Dim >::multiMirror | ( | ArrayND< Num2, Len2, Dim2 > * | out | ) | const |
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ArrayND npstat::ArrayND< Numeric, StackLen, StackDim >::operator* | ( | const Num2 & | r | ) | const |
multiplication by a scalar
ArrayND<Numeric,Len,Dim> npstat::ArrayND< Numeric, StackLen, StackDim >::operator* | ( | const Num2 & | r | ) | const |
ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::operator*= | ( | const Num2 & | r | ) |
In-place operators. Note that these work faster than the binary versions, i.e., A += B is much faster than A = A + B.
ArrayND<Numeric,Len,Dim>& npstat::ArrayND< Numeric, StackLen, StackDim >::operator*= | ( | const Num2 & | r | ) |
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ArrayND npstat::ArrayND< Numeric, StackLen, StackDim >::operator+ | ( | const ArrayND< Numeric, Len2, Dim2 > & | r | ) | const |
addition of two arrays
ArrayND<Numeric,Len,Dim> npstat::ArrayND< Numeric, StackLen, StackDim >::operator+ | ( | const ArrayND< Numeric, Len2, Dim2 > & | r | ) | const |
ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::operator+= | ( | const ArrayND< Num2, Len2, Dim2 > & | r | ) |
ArrayND<Numeric,Len,Dim>& npstat::ArrayND< Numeric, StackLen, StackDim >::operator+= | ( | const ArrayND< Num2, Len2, Dim2 > & | r | ) |
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::operator- | ( | ) | const |
ArrayND npstat::ArrayND< Numeric, StackLen, StackDim >::operator- | ( | const ArrayND< Numeric, Len2, Dim2 > & | r | ) | const |
subtraction of two arrays
ArrayND<Numeric,Len,Dim> npstat::ArrayND< Numeric, StackLen, StackDim >::operator- | ( | const ArrayND< Numeric, Len2, Dim2 > & | r | ) | const |
ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::operator-= | ( | const ArrayND< Num2, Len2, Dim2 > & | r | ) |
ArrayND<Numeric,Len,Dim>& npstat::ArrayND< Numeric, StackLen, StackDim >::operator-= | ( | const ArrayND< Num2, Len2, Dim2 > & | r | ) |
ArrayND npstat::ArrayND< Numeric, StackLen, StackDim >::operator/ | ( | const Num2 & | r | ) | const |
division by a scalar
ArrayND<Numeric,Len,Dim> npstat::ArrayND< Numeric, StackLen, StackDim >::operator/ | ( | const Num2 & | r | ) | const |
ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::operator/= | ( | const Num2 & | r | ) |
ArrayND<Numeric,Len,Dim>& npstat::ArrayND< Numeric, StackLen, StackDim >::operator/= | ( | const Num2 & | r | ) |
ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::operator= | ( | const ArrayND< Numeric, StackLen, StackDim > & | r | ) |
Assignment operator. The shape of the array on the right must be compatible with the shape of the array on the left. The only exception is when the array on the left has no shape at all (i.e., it was created by the default constructor or its "uninitialize" method was called). In this case the array on the left will assume the shape of the array on the right.
ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::operator= | ( | const ArrayND< Num2, Len2, Dim2 > & | ) |
Converting assignment operator
ArrayND<Numeric,Len,Dim>& npstat::ArrayND< Numeric, StackLen, StackDim >::operator= | ( | const ArrayND< Num2, Len2, Dim2 > & | r | ) |
bool npstat::ArrayND< Numeric, Len, Dim >::operator== | ( | const ArrayND< Numeric, Len2, Dim2 > & | r | ) | const |
ArrayND npstat::ArrayND< Numeric, StackLen, StackDim >::outer | ( | const ArrayND< Num2, Len2, Dim2 > & | r | ) | const |
Outer product as a method (see also the outer product constructor)
ArrayND<Numeric,Len,Dim> npstat::ArrayND< Numeric, StackLen, StackDim >::outer | ( | const ArrayND< Num2, Len2, Dim2 > & | r | ) | const |
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void npstat::ArrayND< Numeric, Len, StackDim >::processSubrange | ( | AbsArrayProjector< Numeric, Num2 > & | f, |
const BoxND< Integer > & | subrange | ||
) | const |
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void npstat::ArrayND< Numeric, StackLen, StackDim >::project | ( | ArrayND< Num2, Len2, Dim2 > * | projection, |
AbsArrayProjector< Numeric, Num3 > & | projector, | ||
const unsigned * | projectedIndices, | ||
unsigned | nProjectedIndices | ||
) | const |
void npstat::ArrayND< Numeric, StackLen, StackDim >::project | ( | ArrayND< Num2, Len2, Dim2 > * | projection, |
AbsVisitor< Numeric, Num3 > & | projector, | ||
const unsigned * | projectedIndices, | ||
unsigned | nProjectedIndices | ||
) | const |
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The number of array dimensions
Definition at line 240 of file ArrayND.h.
Referenced by npstat::Private::ArrayMapper< Num1, Len1, Dim1, Num2, Len2, Dim2 >::ArrayMapper(), and npstat::rescanArray().
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void npstat::ArrayND< Numeric, Len, Dim >::rotate | ( | const unsigned * | shifts, |
unsigned | lenShifts, | ||
ArrayND< Num2, Len2, Dim2 > * | rotated | ||
) | const |
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ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::scanInPlace | ( | Functor | f | ) |
This method applies a single-argument functor to each element of the array. The result returned by the functor is ignored inside the scan. Depending on what the functor does, the array values may or may not be modified (they can be modified if the functor takes its argument via a non-const reference).
ArrayND<Numeric,Len,Dim>& npstat::ArrayND< Numeric, StackLen, StackDim >::scanInPlace | ( | Functor | f | ) |
ArrayND& npstat::ArrayND< Numeric, StackLen, StackDim >::setData | ( | const Num2 * | data, |
unsigned long | dataLength | ||
) |
This method modifies all the data in one statement
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ArrayShape npstat::ArrayND< Numeric, StackLen, StackDim >::sliceShape | ( | const unsigned * | fixedIndices, |
unsigned | nFixedIndices | ||
) | const |
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Get the number of elements in some particular dimension
Definition at line 5622 of file ArrayND.h.
Referenced by npstat::Private::ArrayMapper< Num1, Len1, Dim1, Num2, Len2, Dim2 >::ArrayMapper().
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void npstat::ArrayND< Numeric, StackLen, StackDim >::subtractFromProjection | ( | ArrayND< Num2, Len2, Dim2 > * | projection, |
AbsArrayProjector< Numeric, Num3 > & | projector, | ||
const unsigned * | projectedIndices, | ||
unsigned | nProjectedIndices | ||
) | const |
void npstat::ArrayND< Numeric, StackLen, StackDim >::subtractFromProjection | ( | ArrayND< Num2, Len2, Dim2 > * | projection, |
AbsVisitor< Numeric, Num3 > & | projector, | ||
const unsigned * | projectedIndices, | ||
unsigned | nProjectedIndices | ||
) | const |
Num2 npstat::ArrayND< Numeric, Len, Dim >::sum | ( | ) | const |
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Num2 npstat::ArrayND< Numeric, Len, Dim >::sumsq | ( | ) | const |
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::transpose | ( | unsigned | pos1, |
unsigned | pos2 | ||
) | const |
ArrayND< Numeric, Len, Dim > npstat::ArrayND< Numeric, Len, Dim >::transpose | ( | ) | const |
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ArrayND< Numeric, Len, Dim > & npstat::ArrayND< Numeric, Len, Dim >::uninitialize | ( | ) |
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Element access using multidimensional array index (no bounds checking). The length of the index array must be equal to the rank of this object.
Definition at line 3281 of file ArrayND.h.
Referenced by average.Average::average().
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Definition at line 3301 of file ArrayND.h.
Referenced by average.Average::average().
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bool npstat::ArrayND< Numeric, StackLen, StackDim >::write | ( | std::ostream & | of | ) | const |
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