1  from collections.abc import Sequence
 2  from typing import (
 3      Literal as L,
 4      Any,
 5      SupportsIndex,
 6  )
 7  
 8  from numpy._typing import (
 9      NDArray,
10      ArrayLike,
11  )
12  
13  _BinKind = L[
14      "stone",
15      "auto",
16      "doane",
17      "fd",
18      "rice",
19      "scott",
20      "sqrt",
21      "sturges",
22  ]
23  
24  __all__: list[str]
25  
26  def histogram_bin_edges(
27      a: ArrayLike,
28      bins: _BinKind | SupportsIndex | ArrayLike = ...,
29      range: None | tuple[float, float] = ...,
30      weights: None | ArrayLike = ...,
31  ) -> NDArray[Any]: ...
32  
33  def histogram(
34      a: ArrayLike,
35      bins: _BinKind | SupportsIndex | ArrayLike = ...,
36      range: None | tuple[float, float] = ...,
37      density: bool = ...,
38      weights: None | ArrayLike = ...,
39  ) -> tuple[NDArray[Any], NDArray[Any]]: ...
40  
41  def histogramdd(
42      sample: ArrayLike,
43      bins: SupportsIndex | ArrayLike = ...,
44      range: Sequence[tuple[float, float]] = ...,
45      density: None | bool = ...,
46      weights: None | ArrayLike = ...,
47  ) -> tuple[NDArray[Any], list[NDArray[Any]]]: ...