numpy.reductions

Standard library module View source

variable newaxis

newaxis = None

class SumRedux

class SumRedux[T]

View complete class API →

Fields 2

total T

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 8

create

create(T: type, **kwargs)

accept

accept(self, item, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

gradual_init

gradual_init(self, **kwargs)

gradual_accept

gradual_accept(self, curr, item, index: int, **kwargs)

loop

loop(self, a: Ptr[S], n: int, stride: int, partial: Literal[bool], S: type)

class NanSumRedux

class NanSumRedux[T]

View complete class API →

Fields 2

total T

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 8

create

create(T: type, **kwargs)

accept

accept(self, item, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

gradual_init

gradual_init(self, **kwargs)

gradual_accept

gradual_accept(self, curr, item, index: int, **kwargs)

loop

loop(self, a: Ptr[S], n: int, stride: int, partial: Literal[bool], S: type)

class ProdRedux

class ProdRedux[T]

View complete class API →

Fields 2

total T

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 8

create

create(T: type, **kwargs)

accept

accept(self, item, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

gradual_init

gradual_init(self, **kwargs)

gradual_accept

gradual_accept(self, curr, item, index: int, **kwargs)

loop

loop(self, a: Ptr[S], n: int, stride: int, partial: Literal[bool], S: type)

class NanProdRedux

class NanProdRedux[T]

View complete class API →

Fields 2

total T

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 8

create

create(T: type, **kwargs)

accept

accept(self, item, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

gradual_init

gradual_init(self, **kwargs)

gradual_accept

gradual_accept(self, curr, item, index: int, **kwargs)

loop

loop(self, a: Ptr[S], n: int, stride: int, partial: Literal[bool], S: type)

class MeanRedux

class MeanRedux[T]

View complete class API →

Fields 2

total T

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 9

create

create(T: type, **kwargs)

accept

accept(self, item: T, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

gradual_init

gradual_init(self, **kwargs)

gradual_accept

gradual_accept(self, curr, item, index: int, **kwargs)

gradual_result

gradual_result(self, curr, count: int)

loop

loop(self, a: Ptr[S], n: int, stride: int, partial: Literal[bool], S: type)

class NanMeanRedux

class NanMeanRedux[T]

View complete class API →

Fields 3

total T

T type

nan_count int

Constructors 1

__init__

__init__(self, **kwargs)

Methods 6

create

create(T: type, **kwargs)

accept

accept(self, item: T, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

loop

loop(self, a: Ptr[S], n: int, stride: int, partial: Literal[bool], S: type)

class MinRedux

class MinRedux[T]

View complete class API →

Fields 2

m Optional[T]

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 8

create

create(T: type, **kwargs)

accept

accept(self, item: T, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

gradual_init

gradual_init(self, **kwargs)

gradual_accept

gradual_accept(self, curr, item, index: int, **kwargs)

loop

loop(self, a: Ptr[S], n: int, stride: int, partial: Literal[bool], S: type)

class MaxRedux

class MaxRedux[T]

View complete class API →

Fields 2

m Optional[T]

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 8

create

create(T: type, **kwargs)

accept

accept(self, item: T, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

gradual_init

gradual_init(self, **kwargs)

gradual_accept

gradual_accept(self, curr, item, index: int, **kwargs)

loop

loop(self, a: Ptr[S], n: int, stride: int, partial: Literal[bool], S: type)

class PTPRedux

class PTPRedux[T]

View complete class API →

Fields 3

hi Optional[T]

lo Optional[T]

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 6

create

create(T: type, **kwargs)

accept

accept(self, item: T, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

loop

loop(self, a: Ptr[S], n: int, stride: int, partial: Literal[bool], S: type)

class ArgMinRedux

class ArgMinRedux[T]

View complete class API →

Fields 3

m Optional[T]

i int

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 5

create

create(T: type, **kwargs)

accept

accept(self, item: T, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

class ArgMaxRedux

class ArgMaxRedux[T]

View complete class API →

Fields 3

m Optional[T]

i int

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 5

create

create(T: type, **kwargs)

accept

accept(self, item: T, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

class AnyRedux

class AnyRedux[T]

View complete class API →

Fields 2

a bool

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 5

create

create(T: type, **kwargs)

accept

accept(self, item: T, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

class AllRedux

class AllRedux[T]

View complete class API →

Fields 2

a bool

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 5

create

create(T: type, **kwargs)

accept

accept(self, item: T, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

class NonZeroRedux

class NonZeroRedux[T]

View complete class API →

Fields 2

nonzero int

T type

Constructors 1

__init__

__init__(self, **kwargs)

Methods 7

create

create(T: type, **kwargs)

accept

accept(self, item: T, index: int)

result

result(self, count: int)

empty

empty(**kwargs)

done

done(self)

gradual_init

gradual_init(self, **kwargs)

gradual_accept

gradual_accept(self, curr, item, index: int, **kwargs)

function sum

sum(a, axis = None, dtype: type = NoneType, out = None, keepdims: Literal[bool] = False, initial = 0, where = util._NoValue())

function nansum

nansum(a, axis = None, dtype: type = NoneType, out = None, keepdims: Literal[bool] = False, initial = 0, where = util._NoValue())

function prod

prod(a, axis = None, dtype: type = NoneType, out = None, keepdims: Literal[bool] = False, initial = 1, where = util._NoValue())

function nanprod

nanprod(a, axis = None, dtype: type = NoneType, out = None, keepdims: Literal[bool] = False, initial = 1, where = util._NoValue())

function mean

mean(a, axis = None, dtype: type = NoneType, out = None, keepdims: Literal[bool] = False, where = util._NoValue())

function nanmean

nanmean(a, axis = None, dtype: type = NoneType, out = None, keepdims: Literal[bool] = False, where = util._NoValue())

function var

var(a, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, where = util._NoValue())

function nanvar

nanvar(a, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, where = util._NoValue())

function std

std(a, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, where = util._NoValue())

function nanstd

nanstd(a, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, where = util._NoValue())

function min

min(a, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, initial = util._NoValue(), where = util._NoValue())

function max

max(a, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, initial = util._NoValue(), where = util._NoValue())

function ptp

ptp(a, axis = None, out = None, keepdims: Literal[bool] = False)

function argmin

argmin(a, axis = None, out = None, keepdims: Literal[bool] = False)

function argmax

argmax(a, axis = None, out = None, keepdims: Literal[bool] = False)

function any

any(a, axis = None, out = None, keepdims: Literal[bool] = False, where = util._NoValue())

function all

all(a, axis = None, out = None, keepdims: Literal[bool] = False, where = util._NoValue())

function count_nonzero

count_nonzero(a, axis = None, keepdims: Literal[bool] = False)

function median

median(a, axis = None, out = None, overwrite_input: bool = False, keepdims: Literal[bool] = False)

function nanmedian

nanmedian(a, axis = None, out = None, overwrite_input: bool = False, keepdims: Literal[bool] = False)

function quantile

quantile(a, q, axis = None, out = None, overwrite_input: bool = False, method: str = "linear", keepdims: Literal[bool] = False, interpolation = None)

function nanquantile

nanquantile(a, q, axis = None, out = None, overwrite_input: bool = False, method: str = "linear", keepdims: Literal[bool] = False, interpolation = None)

function percentile

percentile(a, q, axis = None, out = None, overwrite_input: bool = False, method: str = "linear", keepdims: Literal[bool] = False, interpolation = None)

function nanpercentile

nanpercentile(a, q, axis = None, out = None, overwrite_input: bool = False, method: str = "linear", keepdims: Literal[bool] = False, interpolation = None)

class ndarray

@extend

class ndarray[dtype, ndim]

Extends numpy.ndarray.ndarray · View complete class API →

Methods 15

sum

sum(self, axis = None, dtype: type = NoneType, out = None, keepdims: Literal[bool] = False, initial = 0, where = util._NoValue())

prod

prod(self, axis = None, dtype: type = NoneType, out = None, keepdims: Literal[bool] = False, initial = 1, where = util._NoValue())

mean

mean(self, axis = None, dtype: type = NoneType, out = None, keepdims: Literal[bool] = False, where = util._NoValue())

nanmean

nanmean(self, axis = None, dtype: type = NoneType, out = None, keepdims: Literal[bool] = False, where = util._NoValue())

var

var(self, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, where = util._NoValue())

nanvar

nanvar(self, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, where = util._NoValue())

std

std(self, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, where = util._NoValue())

nanstd

nanstd(self, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, where = util._NoValue())

min

min(self, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, initial = util._NoValue(), where = util._NoValue())

ptp

ptp(self, axis = None, out = None, keepdims: Literal[bool] = False)

max

max(self, axis = None, dtype: type = NoneType, out = None, ddof: int = 0, keepdims: Literal[bool] = False, initial = util._NoValue(), where = util._NoValue())

argmin

argmin(self, axis = None, out = None, keepdims: Literal[bool] = False)

argmax

argmax(self, axis = None, out = None, keepdims: Literal[bool] = False)

any

any(self, axis = None, out = None, keepdims: Literal[bool] = False, where = util._NoValue())

all

all(self, axis = None, out = None, keepdims: Literal[bool] = False, where = util._NoValue())