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SGVector< T > Class Template Reference

Detailed Description

template<class T>
class shogun::SGVector< T >

shogun vector

Definition at line 37 of file SGVector.h.

Inheritance diagram for SGVector< T >:
Inheritance graph
[legend]

Public Types

typedef T Scalar

Public Member Functions

 SGVector ()
 SGVector (T *v, index_t len, bool ref_counting=true)
 SGVector (T *m, index_t len, index_t offset)
 SGVector (index_t len, bool ref_counting=true)
 SGVector (const SGVector &orig)
 SGVector (EigenVectorXt &vec)
 SGVector (EigenRowVectorXt &vec)
 operator EigenVectorXtMap () const
 operator EigenRowVectorXtMap () const
void set_const (T const_elem)
SGVector< T > get ()
void set (SGVector< T > orig)
virtual ~SGVector ()
int32_t size () const
 operator T * ()
void zero ()
void range_fill (T start=0)
void random (T min_value, T max_value)
index_t find_position_to_insert (T element)
SGVector< T > clone () const
const T & get_element (index_t index)
void set_element (const T &p_element, index_t index)
void resize_vector (int32_t n)
const T & operator[] (uint64_t index) const
const T & operator[] (int64_t index) const
const T & operator[] (uint32_t index) const
const T & operator[] (int32_t index) const
T & operator[] (uint64_t index)
T & operator[] (int64_t index)
T & operator[] (uint32_t index)
T & operator[] (int32_t index)
void add (const SGVector< T > x)
void add (const SGSparseVector< T > &x)
void add (const T x)
SGVector< T > operator+ (SGVector< T > x)
SGVector< T > operator+= (SGVector< T > x)
SGVector< T > operator+= (SGSparseVector< T > &x)
bool equals (SGVector< T > &other)
product ()
 Return product(vec)
void display_size () const
void display_vector (const char *name="vector", const char *prefix="") const
SGVector< index_tfind (T elem)
template<typename Predicate >
SGVector< index_tfind_if (Predicate p)
void scale (T alpha)
 Scale vector inplace.
void load (CFile *loader)
void save (CFile *saver)
SGVector< float64_tget_real ()
SGVector< float64_tget_imag ()
template<>
void zero ()
template<>
index_t find_position_to_insert (complex128_t element)
template<>
void range_fill_vector (complex128_t *vec, int32_t len, complex128_t start)
template<>
void display_vector (const bool *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const char *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const uint8_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const int8_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const uint16_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const int16_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const int32_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const uint32_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const int64_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const uint64_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const float32_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const float64_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const floatmax_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void display_vector (const complex128_t *vector, int32_t n, const char *name, const char *prefix)
template<>
void vec1_plus_scalar_times_vec2 (float64_t *vec1, float64_t scalar, const float64_t *vec2, int32_t n)
template<>
void vec1_plus_scalar_times_vec2 (float32_t *vec1, float32_t scalar, const float32_t *vec2, int32_t n)
template<>
void random_vector (complex128_t *vec, int32_t len, complex128_t min_value, complex128_t max_value)
template<>
bool twonorm (const bool *x, int32_t len)
template<>
char twonorm (const char *x, int32_t len)
template<>
int8_t twonorm (const int8_t *x, int32_t len)
template<>
uint8_t twonorm (const uint8_t *x, int32_t len)
template<>
int16_t twonorm (const int16_t *x, int32_t len)
template<>
uint16_t twonorm (const uint16_t *x, int32_t len)
template<>
int32_t twonorm (const int32_t *x, int32_t len)
template<>
uint32_t twonorm (const uint32_t *x, int32_t len)
template<>
int64_t twonorm (const int64_t *x, int32_t len)
template<>
uint64_t twonorm (const uint64_t *x, int32_t len)
template<>
float32_t twonorm (const float32_t *x, int32_t len)
template<>
float64_t twonorm (const float64_t *v, int32_t n)
template<>
floatmax_t twonorm (const floatmax_t *x, int32_t len)
template<>
complex128_t twonorm (const complex128_t *x, int32_t len)
template<>
complex128_t qsq (complex128_t *x, int32_t len, float64_t q)
template<>
complex128_t qnorm (complex128_t *x, int32_t len, float64_t q)
template<>
float64_t sum_abs (float64_t *vec, int32_t len)
template<>
float32_t sum_abs (float32_t *vec, int32_t len)
template<>
int32_t unique (complex128_t *output, int32_t size)
template<>
void scale_vector (float64_t alpha, float64_t *vec, int32_t len)
template<>
void scale_vector (float32_t alpha, float32_t *vec, int32_t len)
template<>
void load (CFile *loader)
template<>
void save (CFile *saver)
int32_t ref_count ()

Static Public Member Functions

static T * clone_vector (const T *vec, int32_t len)
static void fill_vector (T *vec, int32_t len, T value)
static void range_fill_vector (T *vec, int32_t len, T start=0)
static void random_vector (T *vec, int32_t len, T min_value, T max_value)
static T twonorm (const T *x, int32_t len)
 || x ||_2
static float64_t onenorm (T *x, int32_t len)
 || x ||_1
static T qsq (T *x, int32_t len, float64_t q)
 || x ||_q^q
static T qnorm (T *x, int32_t len, float64_t q)
 || x ||_q
static void vec1_plus_scalar_times_vec2 (T *vec1, const T scalar, const T *vec2, int32_t n)
 x=x+alpha*y
static void vector_multiply (T *target, const T *v1, const T *v2, int32_t len)
 Compute vector multiplication.
static void add (T *target, T alpha, const T *v1, T beta, const T *v2, int32_t len)
 target=alpha*vec1 + beta*vec2
static void add_scalar (T alpha, T *vec, int32_t len)
 Add scalar to vector inplace.
static void scale_vector (T alpha, T *vec, int32_t len)
 Scale vector inplace.
static T sum (T *vec, int32_t len)
 Return sum(vec)
static T sum (SGVector< T > vec)
 Return sum(vec)
static T product (T *vec, int32_t len)
 Return the product of the vectors elements.
static T sum_abs (T *vec, int32_t len)
 return sum(abs(vec))
static int32_t unique (T *output, int32_t size)
static void display_vector (const T *vector, int32_t n, const char *name="vector", const char *prefix="")
 Display vector (useful for debugging)
static void display_vector (const SGVector< T >, const char *name="vector", const char *prefix="")
 Display vector (useful for debugging)
static SGMatrix< T > convert_to_matrix (SGVector< T > vector, index_t nrows, index_t ncols, bool fortran_order)
static void convert_to_matrix (T *&matrix, index_t nrows, index_t ncols, const T *vector, int32_t vlen, bool fortran_order)

Public Attributes

T * vector
index_t vlen

Protected Member Functions

virtual void copy_data (const SGReferencedData &orig)
virtual void init_data ()
virtual void free_data ()
void copy_refcount (const SGReferencedData &orig)
int32_t ref ()
int32_t unref ()

Member Typedef Documentation

typedef T Scalar

The scalar type of the vector

Definition at line 47 of file SGVector.h.

Constructor & Destructor Documentation

SGVector ( )

Default constructor

Definition at line 73 of file SGVector.cpp.

SGVector ( T *  v,
index_t  len,
bool  ref_counting = true 
)

Constructor for setting params

Definition at line 79 of file SGVector.cpp.

SGVector ( T *  m,
index_t  len,
index_t  offset 
)

Wraps a vector around an existing memory segment with an offset

Definition at line 56 of file SGVector.h.

SGVector ( index_t  len,
bool  ref_counting = true 
)

Constructor to create new vector in memory

Definition at line 85 of file SGVector.cpp.

SGVector ( const SGVector< T > &  orig)

Copy constructor

Definition at line 92 of file SGVector.cpp.

SGVector ( EigenVectorXt &  vec)

Wraps a matrix around the data of an Eigen3 column vector

Definition at line 111 of file SGVector.cpp.

SGVector ( EigenRowVectorXt &  vec)

Wraps a matrix around the data of an Eigen3 row vector

Definition at line 118 of file SGVector.cpp.

~SGVector ( )
virtual

Empty destructor

Definition at line 104 of file SGVector.cpp.

Member Function Documentation

void add ( const SGVector< T >  x)

Add vector to current vector

Parameters
xadd vector x to current vector

Definition at line 281 of file SGVector.cpp.

void add ( const SGSparseVector< T > &  x)

Add sparse vector to current vector

Parameters
xadd sparse vector x to current vector

Definition at line 300 of file SGVector.cpp.

void add ( const T  x)

Add scalar to current vector

Parameters
xadd vector x to current vector

Definition at line 291 of file SGVector.cpp.

static void add ( T *  target,
alpha,
const T *  v1,
beta,
const T *  v2,
int32_t  len 
)
static

target=alpha*vec1 + beta*vec2

Definition at line 322 of file SGVector.h.

static void add_scalar ( alpha,
T *  vec,
int32_t  len 
)
static

Add scalar to vector inplace.

Definition at line 331 of file SGVector.h.

SGVector< T > clone ( ) const

Clone vector

Definition at line 209 of file SGVector.cpp.

T * clone_vector ( const T *  vec,
int32_t  len 
)
static

Clone vector

Definition at line 215 of file SGVector.cpp.

SGMatrix< T > convert_to_matrix ( SGVector< T >  vector,
index_t  nrows,
index_t  ncols,
bool  fortran_order 
)
static

Create SGMatrix from linear vector

Parameters
vectorsource vector
nrowsnumber of rows
ncolsnumber of cols
fortran_orderorder of stroing matrix in linear vector true - column-major order (FORTRAN, MATLAB, R) false - row-major order (C, Python)
Returns
matrix

Definition at line 901 of file SGVector.cpp.

void convert_to_matrix ( T *&  matrix,
index_t  nrows,
index_t  ncols,
const T *  vector,
int32_t  vlen,
bool  fortran_order 
)
static

Create matrix from linear vector

Parameters
matrixdestination memory
nrowsnumber of rows
ncolsnumber of cols
vectorsource vector
vlenlenght of source vector
fortran_orderorder of stroing matrix in linear vector true - column-major order (FORTRAN, MATLAB, R) false - row-major order (C, Python)
Returns
matrix

Definition at line 915 of file SGVector.cpp.

void copy_data ( const SGReferencedData orig)
protectedvirtual

needs to be overridden to copy data

Implements SGReferencedData.

Definition at line 320 of file SGVector.cpp.

void copy_refcount ( const SGReferencedData orig)
protectedinherited

copy refcount

Definition at line 55 of file SGReferencedData.cpp.

void display_size ( ) const

Display array size

Definition at line 314 of file SGVector.cpp.

void display_vector ( const bool *  vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 371 of file SGVector.cpp.

void display_vector ( const char *  vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 382 of file SGVector.cpp.

void display_vector ( const char *  name = "vector",
const char *  prefix = "" 
) const

Display vector

Definition at line 357 of file SGVector.cpp.

static void display_vector ( const T *  vector,
int32_t  n,
const char *  name = "vector",
const char *  prefix = "" 
)
static

Display vector (useful for debugging)

void display_vector ( const uint8_t *  vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 393 of file SGVector.cpp.

void display_vector ( const SGVector< T >  vector,
const char *  name = "vector",
const char *  prefix = "" 
)
static

Display vector (useful for debugging)

Definition at line 364 of file SGVector.cpp.

void display_vector ( const int8_t *  vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 404 of file SGVector.cpp.

void display_vector ( const uint16_t *  vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 415 of file SGVector.cpp.

void display_vector ( const int16_t *  vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 426 of file SGVector.cpp.

void display_vector ( const int32_t *  vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 437 of file SGVector.cpp.

void display_vector ( const uint32_t *  vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 448 of file SGVector.cpp.

void display_vector ( const int64_t *  vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 460 of file SGVector.cpp.

void display_vector ( const uint64_t *  vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 471 of file SGVector.cpp.

void display_vector ( const float32_t vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 482 of file SGVector.cpp.

void display_vector ( const float64_t vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 493 of file SGVector.cpp.

void display_vector ( const floatmax_t vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 504 of file SGVector.cpp.

void display_vector ( const complex128_t vector,
int32_t  n,
const char *  name,
const char *  prefix 
)

Definition at line 518 of file SGVector.cpp.

bool equals ( SGVector< T > &  other)

Equals method up to precision for vectors (element-wise)

Parameters
othervector to compare with
Returns
false if any element differs or if sizes are different, true otherwise

Definition at line 342 of file SGVector.cpp.

void fill_vector ( T *  vec,
int32_t  len,
value 
)
static

Fill vector

Definition at line 223 of file SGVector.cpp.

SGVector< index_t > find ( elem)

Find index for occurance of an element

Parameters
elemthe element to find

Definition at line 810 of file SGVector.cpp.

SGVector<index_t> find_if ( Predicate  p)

Find index for elements where the predicate returns true

Parameters
pthe predicate, it should accept the value of the element and return a bool

Definition at line 406 of file SGVector.h.

index_t find_position_to_insert ( element)

For a sorted (ascending) vector, gets the index after the first element that is smaller than the given one

Parameters
elementelement to find index for
Returns
index of the first element greater than given one

Definition at line 189 of file SGVector.cpp.

index_t find_position_to_insert ( complex128_t  element)

Definition at line 201 of file SGVector.cpp.

void free_data ( )
protectedvirtual

needs to be overridden to free data

Implements SGReferencedData.

Definition at line 334 of file SGVector.cpp.

SGVector<T> get ( )

Get the vector (no copying is done here)

Returns
the refcount increased vector

Definition at line 92 of file SGVector.h.

const T & get_element ( index_t  index)

Get vector element at index

Parameters
indexindex
Returns
vector element at index

Definition at line 245 of file SGVector.cpp.

SGVector< float64_t > get_imag ( )

Imag part of a complex128_t vector

Definition at line 892 of file SGVector.cpp.

SGVector< float64_t > get_real ( )

Real part of a complex128_t vector

Definition at line 884 of file SGVector.cpp.

void init_data ( )
protectedvirtual

needs to be overridden to initialize empty data

Implements SGReferencedData.

Definition at line 327 of file SGVector.cpp.

void load ( CFile loader)

Load vector from file

Parameters
loaderFile object via which to load data

Definition at line 849 of file SGVector.cpp.

void load ( CFile loader)

Definition at line 864 of file SGVector.cpp.

float64_t onenorm ( T *  x,
int32_t  len 
)
static

|| x ||_1

Definition at line 716 of file SGVector.cpp.

operator EigenRowVectorXtMap ( ) const

Wraps an Eigen3 row vector around the data of this matrix

Definition at line 131 of file SGVector.cpp.

operator EigenVectorXtMap ( ) const

Wraps an Eigen3 column vector around the data of this matrix

Definition at line 125 of file SGVector.cpp.

operator T * ( )

Cast to pointer

Definition at line 111 of file SGVector.h.

SGVector< T > operator+ ( SGVector< T >  x)

Addition operator

addition operator

Definition at line 270 of file SGVector.cpp.

SGVector<T> operator+= ( SGVector< T >  x)

Inplace addition operator

Definition at line 276 of file SGVector.h.

SGVector<T> operator+= ( SGSparseVector< T > &  x)

Inplace addition operator for sparse vector

Definition at line 283 of file SGVector.h.

const T& operator[] ( uint64_t  index) const

Operator overload for vector read only access

Parameters
indexdimension to access

Definition at line 179 of file SGVector.h.

const T& operator[] ( int64_t  index) const

Operator overload for vector read only access

Parameters
indexdimension to access

Definition at line 189 of file SGVector.h.

const T& operator[] ( uint32_t  index) const

Operator overload for vector read only access

Parameters
indexdimension to access

Definition at line 199 of file SGVector.h.

const T& operator[] ( int32_t  index) const

Operator overload for vector read only access

Parameters
indexdimension to access

Definition at line 209 of file SGVector.h.

T& operator[] ( uint64_t  index)

Operator overload for vector r/w access

Parameters
indexdimension to access

Definition at line 219 of file SGVector.h.

T& operator[] ( int64_t  index)

Operator overload for vector r/w access

Parameters
indexdimension to access

Definition at line 229 of file SGVector.h.

T& operator[] ( uint32_t  index)

Operator overload for vector r/w access

Parameters
indexdimension to access

Definition at line 239 of file SGVector.h.

T& operator[] ( int32_t  index)

Operator overload for vector r/w access

Parameters
indexdimension to access

Definition at line 249 of file SGVector.h.

static T product ( T *  vec,
int32_t  len 
)
static

Return the product of the vectors elements.

Definition at line 357 of file SGVector.h.

T product ( )

Return product(vec)

Definition at line 367 of file SGVector.h.

T qnorm ( T *  x,
int32_t  len,
float64_t  q 
)
static

|| x ||_q

Definition at line 745 of file SGVector.cpp.

complex128_t qnorm ( complex128_t x,
int32_t  len,
float64_t  q 
)

Definition at line 752 of file SGVector.cpp.

T qsq ( T *  x,
int32_t  len,
float64_t  q 
)
static

|| x ||_q^q

Definition at line 727 of file SGVector.cpp.

complex128_t qsq ( complex128_t x,
int32_t  len,
float64_t  q 
)

Definition at line 737 of file SGVector.cpp.

void random ( min_value,
max_value 
)

Create random vector

Parameters
min_value[min_value,max_value]
max_value

Definition at line 181 of file SGVector.cpp.

void random_vector ( T *  vec,
int32_t  len,
min_value,
max_value 
)
static

Random vector

Definition at line 566 of file SGVector.cpp.

void random_vector ( complex128_t vec,
int32_t  len,
complex128_t  min_value,
complex128_t  max_value 
)

Definition at line 573 of file SGVector.cpp.

void range_fill ( start = 0)

Range fill a vector with start...start+len-1

Parameters
start- value to be assigned to first element of vector

Definition at line 173 of file SGVector.cpp.

void range_fill_vector ( T *  vec,
int32_t  len,
start = 0 
)
static

Range fill vector

Definition at line 230 of file SGVector.cpp.

void range_fill_vector ( complex128_t vec,
int32_t  len,
complex128_t  start 
)

Definition at line 237 of file SGVector.cpp.

int32_t ref ( )
protectedinherited

increase reference counter

Returns
reference count

Definition at line 64 of file SGReferencedData.cpp.

int32_t ref_count ( )
inherited

display reference counter

Returns
reference count

Definition at line 41 of file SGReferencedData.cpp.

void resize_vector ( int32_t  n)

Resize vector

Parameters
nnew size
Returns
if resizing was successful

Definition at line 259 of file SGVector.cpp.

void save ( CFile saver)

Save vector to file

Parameters
saverFile object via which to save data

Definition at line 869 of file SGVector.cpp.

void save ( CFile saver)

Definition at line 879 of file SGVector.cpp.

void scale ( alpha)

Scale vector inplace.

Definition at line 844 of file SGVector.cpp.

void scale_vector ( alpha,
T *  vec,
int32_t  len 
)
static

Scale vector inplace.

Definition at line 823 of file SGVector.cpp.

void scale_vector ( float64_t  alpha,
float64_t vec,
int32_t  len 
)

Definition at line 831 of file SGVector.cpp.

void scale_vector ( float32_t  alpha,
float32_t vec,
int32_t  len 
)

Definition at line 837 of file SGVector.cpp.

void set ( SGVector< T >  orig)

Wrapper for the copy constructor useful for SWIG interfaces

Parameters
origvector to set

Definition at line 98 of file SGVector.cpp.

void set_const ( const_elem)

Set vector to a constant

Parameters
const_elem- value to set vector to

Definition at line 152 of file SGVector.cpp.

void set_element ( const T &  p_element,
index_t  index 
)

Set vector element at index 'index' return false in case of trouble

Parameters
p_elementvector element to set
indexindex
Returns
if setting was successful

Definition at line 252 of file SGVector.cpp.

int32_t size ( ) const

Size

Definition at line 108 of file SGVector.h.

static T sum ( T *  vec,
int32_t  len 
)
static

Return sum(vec)

Definition at line 341 of file SGVector.h.

static T sum ( SGVector< T >  vec)
static

Return sum(vec)

Definition at line 351 of file SGVector.h.

T sum_abs ( T *  vec,
int32_t  len 
)
static

return sum(abs(vec))

Returns
sum(abs(vec))

Definition at line 760 of file SGVector.cpp.

float64_t sum_abs ( float64_t vec,
int32_t  len 
)

Definition at line 771 of file SGVector.cpp.

float32_t sum_abs ( float32_t vec,
int32_t  len 
)

Definition at line 779 of file SGVector.cpp.

static T twonorm ( const T *  x,
int32_t  len 
)
static

|| x ||_2

bool twonorm ( const bool *  x,
int32_t  len 
)

Definition at line 580 of file SGVector.cpp.

char twonorm ( const char *  x,
int32_t  len 
)

Definition at line 587 of file SGVector.cpp.

int8_t twonorm ( const int8_t *  x,
int32_t  len 
)

Definition at line 594 of file SGVector.cpp.

uint8_t twonorm ( const uint8_t *  x,
int32_t  len 
)

Definition at line 604 of file SGVector.cpp.

int16_t twonorm ( const int16_t *  x,
int32_t  len 
)

Definition at line 614 of file SGVector.cpp.

uint16_t twonorm ( const uint16_t *  x,
int32_t  len 
)

Definition at line 624 of file SGVector.cpp.

int32_t twonorm ( const int32_t *  x,
int32_t  len 
)

Definition at line 634 of file SGVector.cpp.

uint32_t twonorm ( const uint32_t *  x,
int32_t  len 
)

Definition at line 644 of file SGVector.cpp.

int64_t twonorm ( const int64_t *  x,
int32_t  len 
)

Definition at line 654 of file SGVector.cpp.

uint64_t twonorm ( const uint64_t *  x,
int32_t  len 
)

Definition at line 664 of file SGVector.cpp.

float32_t twonorm ( const float32_t x,
int32_t  len 
)

Definition at line 674 of file SGVector.cpp.

float64_t twonorm ( const float64_t v,
int32_t  n 
)

Definition at line 684 of file SGVector.cpp.

floatmax_t twonorm ( const floatmax_t x,
int32_t  len 
)

Definition at line 696 of file SGVector.cpp.

complex128_t twonorm ( const complex128_t x,
int32_t  len 
)

Definition at line 706 of file SGVector.cpp.

int32_t unique ( T *  output,
int32_t  size 
)
static

Performs a inplace unique of a vector of type T using quicksort returns the new number of elements

Definition at line 788 of file SGVector.cpp.

int32_t unique ( complex128_t output,
int32_t  size 
)

Definition at line 802 of file SGVector.cpp.

int32_t unref ( )
protectedinherited

decrement reference counter and deallocate object if refcount is zero before or after decrementing it

Returns
reference count

Definition at line 84 of file SGReferencedData.cpp.

void vec1_plus_scalar_times_vec2 ( T *  vec1,
const T  scalar,
const T *  vec2,
int32_t  n 
)
static

x=x+alpha*y

Definition at line 532 of file SGVector.cpp.

void vec1_plus_scalar_times_vec2 ( float64_t vec1,
float64_t  scalar,
const float64_t vec2,
int32_t  n 
)

Definition at line 540 of file SGVector.cpp.

void vec1_plus_scalar_times_vec2 ( float32_t vec1,
float32_t  scalar,
const float32_t vec2,
int32_t  n 
)

Definition at line 553 of file SGVector.cpp.

static void vector_multiply ( T *  target,
const T *  v1,
const T *  v2,
int32_t  len 
)
static

Compute vector multiplication.

Definition at line 313 of file SGVector.h.

void zero ( )

Fill vector with zeros

Definition at line 138 of file SGVector.cpp.

void zero ( )

Definition at line 145 of file SGVector.cpp.

Member Data Documentation

T* vector

vector

Definition at line 479 of file SGVector.h.

index_t vlen

length of vector

Definition at line 481 of file SGVector.h.


The documentation for this class was generated from the following files:

SHOGUN Machine Learning Toolbox - Documentation