167 lines
3.7 KiB
ReStructuredText
167 lines
3.7 KiB
ReStructuredText
:mod:`ulab.vector`
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==================
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.. py:module:: ulab.vector
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.. autoapi-nested-parse::
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Element-by-element functions
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These functions can operate on numbers, 1-D iterables, 1-D arrays, or 2-D arrays by
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applying the function to every element in the array. This is typically
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much more efficient than expressing the same operation as a Python loop.
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.. function:: acos(a: _ArrayLike) -> ulab.array
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Computes the inverse cosine function
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.. function:: acosh(a: _ArrayLike) -> ulab.array
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Computes the inverse hyperbolic cosine function
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.. function:: asin(a: _ArrayLike) -> ulab.array
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Computes the inverse sine function
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.. function:: asinh(a: _ArrayLike) -> ulab.array
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Computes the inverse hyperbolic sine function
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.. function:: around(a: _ArrayLike, *, decimals: int = 0) -> ulab.array
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Returns a new float array in which each element is rounded to
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``decimals`` places.
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.. function:: atan(a: _ArrayLike) -> ulab.array
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Computes the inverse tangent function; the return values are in the
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range [-pi/2,pi/2].
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.. function:: arctan2(ya: _ArrayLike, xa: _ArrayLike) -> ulab.array
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Computes the inverse tangent function of y/x; the return values are in
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the range [-pi, pi].
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.. function:: atanh(a: _ArrayLike) -> ulab.array
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Computes the inverse hyperbolic tangent function
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.. function:: ceil(a: _ArrayLike) -> ulab.array
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Rounds numbers up to the next whole number
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.. function:: cos(a: _ArrayLike) -> ulab.array
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Computes the cosine function
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.. function:: cosh(a: _ArrayLike) -> ulab.array
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Computes the hyperbolic cosine function
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.. function:: degrees(a: _ArrayLike) -> ulab.array
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Converts angles from radians to degrees
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.. function:: erf(a: _ArrayLike) -> ulab.array
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Computes the error function, which has applications in statistics
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.. function:: erfc(a: _ArrayLike) -> ulab.array
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Computes the complementary error function, which has applications in statistics
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.. function:: exp(a: _ArrayLike) -> ulab.array
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Computes the exponent function.
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.. function:: expm1(a: _ArrayLike) -> ulab.array
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Computes $e^x-1$. In certain applications, using this function preserves numeric accuracy better than the `exp` function.
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.. function:: floor(a: _ArrayLike) -> ulab.array
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Rounds numbers up to the next whole number
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.. function:: gamma(a: _ArrayLike) -> ulab.array
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Computes the gamma function
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.. function:: lgamma(a: _ArrayLike) -> ulab.array
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Computes the natural log of the gamma function
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.. function:: log(a: _ArrayLike) -> ulab.array
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Computes the natural log
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.. function:: log10(a: _ArrayLike) -> ulab.array
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Computes the log base 10
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.. function:: log2(a: _ArrayLike) -> ulab.array
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Computes the log base 2
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.. function:: radians(a: _ArrayLike) -> ulab.array
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Converts angles from degrees to radians
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.. function:: sin(a: _ArrayLike) -> ulab.array
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Computes the sine function
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.. function:: sinh(a: _ArrayLike) -> ulab.array
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Computes the hyperbolic sine
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.. function:: sqrt(a: _ArrayLike) -> ulab.array
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Computes the square root
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.. function:: tan(a: _ArrayLike) -> ulab.array
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Computes the tangent
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.. function:: tanh(a: _ArrayLike) -> ulab.array
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Computes the hyperbolic tangent
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.. function:: vectorize(f: Union[Callable[[int], float], Callable[[float], float]], *, otypes: Optional[_DType] = None) -> Callable[[_ArrayLike], ulab.array]
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:param callable f: The function to wrap
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:param otypes: List of array types that may be returned by the function. None is interpreted to mean the return value is float.
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Wrap a Python function ``f`` so that it can be applied to arrays.
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The callable must return only values of the types specified by ``otypes``, or the result is undefined.
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