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• Universal functions (ufunc) > Universal functions (ufunc)

  ...NumPy reference Universal functions (ufunc)...

• Universal functions (ufunc) basics > Universal functions (ufunc) basics

  ...NumPy user guide NumPy fundamentals Universal functions (ufunc) basics...

• Beyond the basics
• Generalized universal function API
• NumPy 1.10.0 Release Notes
• NumPy 1.12.0 Release Notes

  ...contaminate the result with masks, but the other mode only outputs masks if there is no alternative. New float_power ufunc The new float_power ufunc is like the power function except all computation is done in a minimum precision of floa...

• NumPy 1.16.0 Release Notes
• NumPy 1.20.0 Release Notes

  ...ongoing and improvements can be expected pending feedback from users. Wider use of SIMD to increase execution speed of ufuncs. Much work has been done in introducing universal functions that will ease use of modern features across differen...

• NumPy 1.21.0 Release Notes

  ...vel_index cannot be passed as dims keyword argument anymore. (Was deprecated in NumPy 1.16.) (gh-17900) The function PyUFunc_GenericFunction has been disabled. It was deprecated in NumPy 1.19. Users should call the ufunc directly using th...

• NumPy 1.22.0 Release Notes
• NumPy 1.24 Release Notes
• NumPy 1.3.0 Release Notes
• NumPy 1.7.0 Release Notes
• NumPy C code explanations
• NumPy quickstart
• numpy.ufunc
• The N-dimensional array (ndarray)
• ufunc API
• Universal functions (ufunc)
• Universal functions (ufunc) basics
• Writing your own ufunc
• Glossary
• Interoperability with NumPy
• NumPy C-API
• NumPy fundamentals
• NumPy reference
• NumPy user guide
• numpy.frompyfunc
• numpy.lib.mixins.NDArrayOperatorsMixin