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1""" 

2**Note:** almost all functions in the ``numpy.lib`` namespace 

3are also present in the main ``numpy`` namespace. Please use the 

4functions as ``np.<funcname>`` where possible. 

5 

6``numpy.lib`` is mostly a space for implementing functions that don't 

7belong in core or in another NumPy submodule with a clear purpose 

8(e.g. ``random``, ``fft``, ``linalg``, ``ma``). 

9 

10Most contains basic functions that are used by several submodules and are 

11useful to have in the main name-space. 

12 

13""" 

14 

15# Public submodules 

16# Note: recfunctions and (maybe) format are public too, but not imported 

17from . import mixins 

18from . import scimath as emath 

19 

20# Private submodules 

21# load module names. See https://github.com/networkx/networkx/issues/5838 

22from . import type_check 

23from . import index_tricks 

24from . import function_base 

25from . import nanfunctions 

26from . import shape_base 

27from . import stride_tricks 

28from . import twodim_base 

29from . import ufunclike 

30from . import histograms 

31from . import polynomial 

32from . import utils 

33from . import arraysetops 

34from . import npyio 

35from . import arrayterator 

36from . import arraypad 

37from . import _version 

38 

39from .type_check import * 

40from .index_tricks import * 

41from .function_base import * 

42from .nanfunctions import * 

43from .shape_base import * 

44from .stride_tricks import * 

45from .twodim_base import * 

46from .ufunclike import * 

47from .histograms import * 

48 

49from .polynomial import * 

50from .utils import * 

51from .arraysetops import * 

52from .npyio import * 

53from .arrayterator import Arrayterator 

54from .arraypad import * 

55from ._version import * 

56from numpy.core._multiarray_umath import tracemalloc_domain 

57 

58__all__ = ['emath', 'tracemalloc_domain', 'Arrayterator'] 

59__all__ += type_check.__all__ 

60__all__ += index_tricks.__all__ 

61__all__ += function_base.__all__ 

62__all__ += shape_base.__all__ 

63__all__ += stride_tricks.__all__ 

64__all__ += twodim_base.__all__ 

65__all__ += ufunclike.__all__ 

66__all__ += arraypad.__all__ 

67__all__ += polynomial.__all__ 

68__all__ += utils.__all__ 

69__all__ += arraysetops.__all__ 

70__all__ += npyio.__all__ 

71__all__ += nanfunctions.__all__ 

72__all__ += histograms.__all__ 

73 

74from numpy._pytesttester import PytestTester 

75test = PytestTester(__name__) 

76del PytestTester 

77 

78def __getattr__(attr): 

79 # Warn for reprecated attributes 

80 import math 

81 import warnings 

82 

83 if attr == 'math': 

84 warnings.warn( 

85 "`np.lib.math` is a deprecated alias for the standard library " 

86 "`math` module (Deprecated Numpy 1.25). Replace usages of " 

87 "`numpy.lib.math` with `math`", DeprecationWarning, stacklevel=2) 

88 return math 

89 else: 

90 raise AttributeError("module {!r} has no attribute " 

91 "{!r}".format(__name__, attr)) 

92