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661 lines
15 KiB
661 lines
15 KiB
6 months ago
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from collections.abc import Callable, Sequence
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from typing import (
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Any,
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overload,
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TypeVar,
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Literal,
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SupportsAbs,
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SupportsIndex,
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NoReturn,
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)
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if sys.version_info >= (3, 10):
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from typing import TypeGuard
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else:
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from typing_extensions import TypeGuard
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from numpy import (
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ComplexWarning as ComplexWarning,
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generic,
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unsignedinteger,
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signedinteger,
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floating,
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complexfloating,
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bool_,
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int_,
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intp,
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float64,
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timedelta64,
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object_,
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_OrderKACF,
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_OrderCF,
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)
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from numpy._typing import (
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ArrayLike,
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NDArray,
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DTypeLike,
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_ShapeLike,
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_DTypeLike,
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_ArrayLike,
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_SupportsArrayFunc,
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_ScalarLike_co,
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_ArrayLikeBool_co,
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_ArrayLikeUInt_co,
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_ArrayLikeInt_co,
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_ArrayLikeFloat_co,
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_ArrayLikeComplex_co,
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_ArrayLikeTD64_co,
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_ArrayLikeObject_co,
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_ArrayLikeUnknown,
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)
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_T = TypeVar("_T")
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_SCT = TypeVar("_SCT", bound=generic)
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_ArrayType = TypeVar("_ArrayType", bound=NDArray[Any])
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_CorrelateMode = Literal["valid", "same", "full"]
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__all__: list[str]
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@overload
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def zeros_like(
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a: _ArrayType,
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dtype: None = ...,
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order: _OrderKACF = ...,
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subok: Literal[True] = ...,
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shape: None = ...,
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) -> _ArrayType: ...
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@overload
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def zeros_like(
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a: _ArrayLike[_SCT],
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dtype: None = ...,
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike = ...,
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) -> NDArray[_SCT]: ...
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@overload
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def zeros_like(
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a: object,
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dtype: None = ...,
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike= ...,
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) -> NDArray[Any]: ...
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@overload
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def zeros_like(
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a: Any,
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dtype: _DTypeLike[_SCT],
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike= ...,
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) -> NDArray[_SCT]: ...
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@overload
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def zeros_like(
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a: Any,
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dtype: DTypeLike,
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike= ...,
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) -> NDArray[Any]: ...
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@overload
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def ones(
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shape: _ShapeLike,
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dtype: None = ...,
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order: _OrderCF = ...,
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*,
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like: _SupportsArrayFunc = ...,
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) -> NDArray[float64]: ...
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@overload
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def ones(
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shape: _ShapeLike,
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dtype: _DTypeLike[_SCT],
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order: _OrderCF = ...,
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*,
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like: _SupportsArrayFunc = ...,
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) -> NDArray[_SCT]: ...
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@overload
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def ones(
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shape: _ShapeLike,
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dtype: DTypeLike,
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order: _OrderCF = ...,
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*,
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like: _SupportsArrayFunc = ...,
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) -> NDArray[Any]: ...
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@overload
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def ones_like(
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a: _ArrayType,
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dtype: None = ...,
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order: _OrderKACF = ...,
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subok: Literal[True] = ...,
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shape: None = ...,
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) -> _ArrayType: ...
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@overload
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def ones_like(
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a: _ArrayLike[_SCT],
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dtype: None = ...,
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike = ...,
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) -> NDArray[_SCT]: ...
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@overload
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def ones_like(
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a: object,
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dtype: None = ...,
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike= ...,
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) -> NDArray[Any]: ...
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@overload
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def ones_like(
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a: Any,
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dtype: _DTypeLike[_SCT],
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike= ...,
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) -> NDArray[_SCT]: ...
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@overload
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def ones_like(
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a: Any,
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dtype: DTypeLike,
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike= ...,
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) -> NDArray[Any]: ...
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@overload
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def full(
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shape: _ShapeLike,
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fill_value: Any,
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dtype: None = ...,
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order: _OrderCF = ...,
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*,
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like: _SupportsArrayFunc = ...,
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) -> NDArray[Any]: ...
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@overload
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def full(
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shape: _ShapeLike,
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fill_value: Any,
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dtype: _DTypeLike[_SCT],
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order: _OrderCF = ...,
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*,
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like: _SupportsArrayFunc = ...,
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) -> NDArray[_SCT]: ...
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@overload
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def full(
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shape: _ShapeLike,
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fill_value: Any,
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dtype: DTypeLike,
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order: _OrderCF = ...,
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*,
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like: _SupportsArrayFunc = ...,
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) -> NDArray[Any]: ...
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@overload
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def full_like(
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a: _ArrayType,
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fill_value: Any,
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dtype: None = ...,
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order: _OrderKACF = ...,
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subok: Literal[True] = ...,
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shape: None = ...,
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) -> _ArrayType: ...
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@overload
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def full_like(
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a: _ArrayLike[_SCT],
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fill_value: Any,
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dtype: None = ...,
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike = ...,
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) -> NDArray[_SCT]: ...
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@overload
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def full_like(
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a: object,
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fill_value: Any,
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dtype: None = ...,
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike= ...,
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) -> NDArray[Any]: ...
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@overload
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def full_like(
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a: Any,
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fill_value: Any,
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dtype: _DTypeLike[_SCT],
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike= ...,
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) -> NDArray[_SCT]: ...
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@overload
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def full_like(
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a: Any,
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fill_value: Any,
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dtype: DTypeLike,
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order: _OrderKACF = ...,
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subok: bool = ...,
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shape: None | _ShapeLike= ...,
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) -> NDArray[Any]: ...
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@overload
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def count_nonzero(
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a: ArrayLike,
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axis: None = ...,
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*,
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keepdims: Literal[False] = ...,
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) -> int: ...
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@overload
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def count_nonzero(
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a: ArrayLike,
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axis: _ShapeLike = ...,
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*,
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keepdims: bool = ...,
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) -> Any: ... # TODO: np.intp or ndarray[np.intp]
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def isfortran(a: NDArray[Any] | generic) -> bool: ...
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def argwhere(a: ArrayLike) -> NDArray[intp]: ...
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def flatnonzero(a: ArrayLike) -> NDArray[intp]: ...
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@overload
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def correlate(
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a: _ArrayLikeUnknown,
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v: _ArrayLikeUnknown,
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mode: _CorrelateMode = ...,
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) -> NDArray[Any]: ...
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@overload
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def correlate(
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a: _ArrayLikeBool_co,
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v: _ArrayLikeBool_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[bool_]: ...
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@overload
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def correlate(
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a: _ArrayLikeUInt_co,
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v: _ArrayLikeUInt_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[unsignedinteger[Any]]: ...
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@overload
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def correlate(
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a: _ArrayLikeInt_co,
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v: _ArrayLikeInt_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[signedinteger[Any]]: ...
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@overload
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def correlate(
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a: _ArrayLikeFloat_co,
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v: _ArrayLikeFloat_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[floating[Any]]: ...
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@overload
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def correlate(
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a: _ArrayLikeComplex_co,
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v: _ArrayLikeComplex_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[complexfloating[Any, Any]]: ...
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@overload
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def correlate(
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a: _ArrayLikeTD64_co,
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v: _ArrayLikeTD64_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[timedelta64]: ...
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@overload
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def correlate(
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a: _ArrayLikeObject_co,
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v: _ArrayLikeObject_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[object_]: ...
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@overload
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def convolve(
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a: _ArrayLikeUnknown,
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v: _ArrayLikeUnknown,
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mode: _CorrelateMode = ...,
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) -> NDArray[Any]: ...
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@overload
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def convolve(
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a: _ArrayLikeBool_co,
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v: _ArrayLikeBool_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[bool_]: ...
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@overload
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def convolve(
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a: _ArrayLikeUInt_co,
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v: _ArrayLikeUInt_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[unsignedinteger[Any]]: ...
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@overload
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def convolve(
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a: _ArrayLikeInt_co,
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v: _ArrayLikeInt_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[signedinteger[Any]]: ...
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@overload
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def convolve(
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a: _ArrayLikeFloat_co,
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v: _ArrayLikeFloat_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[floating[Any]]: ...
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@overload
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def convolve(
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a: _ArrayLikeComplex_co,
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v: _ArrayLikeComplex_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[complexfloating[Any, Any]]: ...
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@overload
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def convolve(
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a: _ArrayLikeTD64_co,
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v: _ArrayLikeTD64_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[timedelta64]: ...
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@overload
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def convolve(
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a: _ArrayLikeObject_co,
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v: _ArrayLikeObject_co,
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mode: _CorrelateMode = ...,
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) -> NDArray[object_]: ...
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@overload
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def outer(
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a: _ArrayLikeUnknown,
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b: _ArrayLikeUnknown,
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out: None = ...,
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) -> NDArray[Any]: ...
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@overload
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def outer(
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a: _ArrayLikeBool_co,
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b: _ArrayLikeBool_co,
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out: None = ...,
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) -> NDArray[bool_]: ...
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@overload
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def outer(
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|
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a: _ArrayLikeUInt_co,
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b: _ArrayLikeUInt_co,
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out: None = ...,
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) -> NDArray[unsignedinteger[Any]]: ...
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@overload
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def outer(
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|
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a: _ArrayLikeInt_co,
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b: _ArrayLikeInt_co,
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out: None = ...,
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) -> NDArray[signedinteger[Any]]: ...
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@overload
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def outer(
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|
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a: _ArrayLikeFloat_co,
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b: _ArrayLikeFloat_co,
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out: None = ...,
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) -> NDArray[floating[Any]]: ...
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@overload
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def outer(
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|
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a: _ArrayLikeComplex_co,
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b: _ArrayLikeComplex_co,
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||
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out: None = ...,
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) -> NDArray[complexfloating[Any, Any]]: ...
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@overload
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||
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def outer(
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||
|
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a: _ArrayLikeTD64_co,
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||
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b: _ArrayLikeTD64_co,
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||
|
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out: None = ...,
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|
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) -> NDArray[timedelta64]: ...
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@overload
|
||
|
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def outer(
|
||
|
|
a: _ArrayLikeObject_co,
|
||
|
|
b: _ArrayLikeObject_co,
|
||
|
|
out: None = ...,
|
||
|
|
) -> NDArray[object_]: ...
|
||
|
|
@overload
|
||
|
|
def outer(
|
||
|
|
a: _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeObject_co,
|
||
|
|
b: _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeObject_co,
|
||
|
|
out: _ArrayType,
|
||
|
|
) -> _ArrayType: ...
|
||
|
|
|
||
|
|
@overload
|
||
|
|
def tensordot(
|
||
|
|
a: _ArrayLikeUnknown,
|
||
|
|
b: _ArrayLikeUnknown,
|
||
|
|
axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
|
||
|
|
) -> NDArray[Any]: ...
|
||
|
|
@overload
|
||
|
|
def tensordot(
|
||
|
|
a: _ArrayLikeBool_co,
|
||
|
|
b: _ArrayLikeBool_co,
|
||
|
|
axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
|
||
|
|
) -> NDArray[bool_]: ...
|
||
|
|
@overload
|
||
|
|
def tensordot(
|
||
|
|
a: _ArrayLikeUInt_co,
|
||
|
|
b: _ArrayLikeUInt_co,
|
||
|
|
axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
|
||
|
|
) -> NDArray[unsignedinteger[Any]]: ...
|
||
|
|
@overload
|
||
|
|
def tensordot(
|
||
|
|
a: _ArrayLikeInt_co,
|
||
|
|
b: _ArrayLikeInt_co,
|
||
|
|
axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
|
||
|
|
) -> NDArray[signedinteger[Any]]: ...
|
||
|
|
@overload
|
||
|
|
def tensordot(
|
||
|
|
a: _ArrayLikeFloat_co,
|
||
|
|
b: _ArrayLikeFloat_co,
|
||
|
|
axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
|
||
|
|
) -> NDArray[floating[Any]]: ...
|
||
|
|
@overload
|
||
|
|
def tensordot(
|
||
|
|
a: _ArrayLikeComplex_co,
|
||
|
|
b: _ArrayLikeComplex_co,
|
||
|
|
axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
|
||
|
|
) -> NDArray[complexfloating[Any, Any]]: ...
|
||
|
|
@overload
|
||
|
|
def tensordot(
|
||
|
|
a: _ArrayLikeTD64_co,
|
||
|
|
b: _ArrayLikeTD64_co,
|
||
|
|
axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
|
||
|
|
) -> NDArray[timedelta64]: ...
|
||
|
|
@overload
|
||
|
|
def tensordot(
|
||
|
|
a: _ArrayLikeObject_co,
|
||
|
|
b: _ArrayLikeObject_co,
|
||
|
|
axes: int | tuple[_ShapeLike, _ShapeLike] = ...,
|
||
|
|
) -> NDArray[object_]: ...
|
||
|
|
|
||
|
|
@overload
|
||
|
|
def roll(
|
||
|
|
a: _ArrayLike[_SCT],
|
||
|
|
shift: _ShapeLike,
|
||
|
|
axis: None | _ShapeLike = ...,
|
||
|
|
) -> NDArray[_SCT]: ...
|
||
|
|
@overload
|
||
|
|
def roll(
|
||
|
|
a: ArrayLike,
|
||
|
|
shift: _ShapeLike,
|
||
|
|
axis: None | _ShapeLike = ...,
|
||
|
|
) -> NDArray[Any]: ...
|
||
|
|
|
||
|
|
def rollaxis(
|
||
|
|
a: NDArray[_SCT],
|
||
|
|
axis: int,
|
||
|
|
start: int = ...,
|
||
|
|
) -> NDArray[_SCT]: ...
|
||
|
|
|
||
|
|
def moveaxis(
|
||
|
|
a: NDArray[_SCT],
|
||
|
|
source: _ShapeLike,
|
||
|
|
destination: _ShapeLike,
|
||
|
|
) -> NDArray[_SCT]: ...
|
||
|
|
|
||
|
|
@overload
|
||
|
|
def cross(
|
||
|
|
a: _ArrayLikeUnknown,
|
||
|
|
b: _ArrayLikeUnknown,
|
||
|
|
axisa: int = ...,
|
||
|
|
axisb: int = ...,
|
||
|
|
axisc: int = ...,
|
||
|
|
axis: None | int = ...,
|
||
|
|
) -> NDArray[Any]: ...
|
||
|
|
@overload
|
||
|
|
def cross(
|
||
|
|
a: _ArrayLikeBool_co,
|
||
|
|
b: _ArrayLikeBool_co,
|
||
|
|
axisa: int = ...,
|
||
|
|
axisb: int = ...,
|
||
|
|
axisc: int = ...,
|
||
|
|
axis: None | int = ...,
|
||
|
|
) -> NoReturn: ...
|
||
|
|
@overload
|
||
|
|
def cross(
|
||
|
|
a: _ArrayLikeUInt_co,
|
||
|
|
b: _ArrayLikeUInt_co,
|
||
|
|
axisa: int = ...,
|
||
|
|
axisb: int = ...,
|
||
|
|
axisc: int = ...,
|
||
|
|
axis: None | int = ...,
|
||
|
|
) -> NDArray[unsignedinteger[Any]]: ...
|
||
|
|
@overload
|
||
|
|
def cross(
|
||
|
|
a: _ArrayLikeInt_co,
|
||
|
|
b: _ArrayLikeInt_co,
|
||
|
|
axisa: int = ...,
|
||
|
|
axisb: int = ...,
|
||
|
|
axisc: int = ...,
|
||
|
|
axis: None | int = ...,
|
||
|
|
) -> NDArray[signedinteger[Any]]: ...
|
||
|
|
@overload
|
||
|
|
def cross(
|
||
|
|
a: _ArrayLikeFloat_co,
|
||
|
|
b: _ArrayLikeFloat_co,
|
||
|
|
axisa: int = ...,
|
||
|
|
axisb: int = ...,
|
||
|
|
axisc: int = ...,
|
||
|
|
axis: None | int = ...,
|
||
|
|
) -> NDArray[floating[Any]]: ...
|
||
|
|
@overload
|
||
|
|
def cross(
|
||
|
|
a: _ArrayLikeComplex_co,
|
||
|
|
b: _ArrayLikeComplex_co,
|
||
|
|
axisa: int = ...,
|
||
|
|
axisb: int = ...,
|
||
|
|
axisc: int = ...,
|
||
|
|
axis: None | int = ...,
|
||
|
|
) -> NDArray[complexfloating[Any, Any]]: ...
|
||
|
|
@overload
|
||
|
|
def cross(
|
||
|
|
a: _ArrayLikeObject_co,
|
||
|
|
b: _ArrayLikeObject_co,
|
||
|
|
axisa: int = ...,
|
||
|
|
axisb: int = ...,
|
||
|
|
axisc: int = ...,
|
||
|
|
axis: None | int = ...,
|
||
|
|
) -> NDArray[object_]: ...
|
||
|
|
|
||
|
|
@overload
|
||
|
|
def indices(
|
||
|
|
dimensions: Sequence[int],
|
||
|
|
dtype: type[int] = ...,
|
||
|
|
sparse: Literal[False] = ...,
|
||
|
|
) -> NDArray[int_]: ...
|
||
|
|
@overload
|
||
|
|
def indices(
|
||
|
|
dimensions: Sequence[int],
|
||
|
|
dtype: type[int] = ...,
|
||
|
|
sparse: Literal[True] = ...,
|
||
|
|
) -> tuple[NDArray[int_], ...]: ...
|
||
|
|
@overload
|
||
|
|
def indices(
|
||
|
|
dimensions: Sequence[int],
|
||
|
|
dtype: _DTypeLike[_SCT],
|
||
|
|
sparse: Literal[False] = ...,
|
||
|
|
) -> NDArray[_SCT]: ...
|
||
|
|
@overload
|
||
|
|
def indices(
|
||
|
|
dimensions: Sequence[int],
|
||
|
|
dtype: _DTypeLike[_SCT],
|
||
|
|
sparse: Literal[True],
|
||
|
|
) -> tuple[NDArray[_SCT], ...]: ...
|
||
|
|
@overload
|
||
|
|
def indices(
|
||
|
|
dimensions: Sequence[int],
|
||
|
|
dtype: DTypeLike,
|
||
|
|
sparse: Literal[False] = ...,
|
||
|
|
) -> NDArray[Any]: ...
|
||
|
|
@overload
|
||
|
|
def indices(
|
||
|
|
dimensions: Sequence[int],
|
||
|
|
dtype: DTypeLike,
|
||
|
|
sparse: Literal[True],
|
||
|
|
) -> tuple[NDArray[Any], ...]: ...
|
||
|
|
|
||
|
|
def fromfunction(
|
||
|
|
function: Callable[..., _T],
|
||
|
|
shape: Sequence[int],
|
||
|
|
*,
|
||
|
|
dtype: DTypeLike = ...,
|
||
|
|
like: _SupportsArrayFunc = ...,
|
||
|
|
**kwargs: Any,
|
||
|
|
) -> _T: ...
|
||
|
|
|
||
|
|
def isscalar(element: object) -> TypeGuard[
|
||
|
|
generic | bool | int | float | complex | str | bytes | memoryview
|
||
|
|
]: ...
|
||
|
|
|
||
|
|
def binary_repr(num: SupportsIndex, width: None | int = ...) -> str: ...
|
||
|
|
|
||
|
|
def base_repr(
|
||
|
|
number: SupportsAbs[float],
|
||
|
|
base: float = ...,
|
||
|
|
padding: SupportsIndex = ...,
|
||
|
|
) -> str: ...
|
||
|
|
|
||
|
|
@overload
|
||
|
|
def identity(
|
||
|
|
n: int,
|
||
|
|
dtype: None = ...,
|
||
|
|
*,
|
||
|
|
like: _SupportsArrayFunc = ...,
|
||
|
|
) -> NDArray[float64]: ...
|
||
|
|
@overload
|
||
|
|
def identity(
|
||
|
|
n: int,
|
||
|
|
dtype: _DTypeLike[_SCT],
|
||
|
|
*,
|
||
|
|
like: _SupportsArrayFunc = ...,
|
||
|
|
) -> NDArray[_SCT]: ...
|
||
|
|
@overload
|
||
|
|
def identity(
|
||
|
|
n: int,
|
||
|
|
dtype: DTypeLike,
|
||
|
|
*,
|
||
|
|
like: _SupportsArrayFunc = ...,
|
||
|
|
) -> NDArray[Any]: ...
|
||
|
|
|
||
|
|
def allclose(
|
||
|
|
a: ArrayLike,
|
||
|
|
b: ArrayLike,
|
||
|
|
rtol: float = ...,
|
||
|
|
atol: float = ...,
|
||
|
|
equal_nan: bool = ...,
|
||
|
|
) -> bool: ...
|
||
|
|
|
||
|
|
@overload
|
||
|
|
def isclose(
|
||
|
|
a: _ScalarLike_co,
|
||
|
|
b: _ScalarLike_co,
|
||
|
|
rtol: float = ...,
|
||
|
|
atol: float = ...,
|
||
|
|
equal_nan: bool = ...,
|
||
|
|
) -> bool_: ...
|
||
|
|
@overload
|
||
|
|
def isclose(
|
||
|
|
a: ArrayLike,
|
||
|
|
b: ArrayLike,
|
||
|
|
rtol: float = ...,
|
||
|
|
atol: float = ...,
|
||
|
|
equal_nan: bool = ...,
|
||
|
|
) -> NDArray[bool_]: ...
|
||
|
|
|
||
|
|
def array_equal(a1: ArrayLike, a2: ArrayLike, equal_nan: bool = ...) -> bool: ...
|
||
|
|
|
||
|
|
def array_equiv(a1: ArrayLike, a2: ArrayLike) -> bool: ...
|