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• NumPy 1.20.0 Release Notes

  ...32") now and both raise a TypeError. Previously, np.promote_types("float32", "m8") returned "m8" which was considered a bug. Uint64 and timedelta promotion consistently raises a TypeError. np.promote_types("uint64", "m8") aligns with np.pro...

• NumPy 1.24 Release Notes

  ...ated extension modules don’t use the deprecated NumPy-C API anymore Improved f2py generated exception messages Numerous bug and flake8 warning fixes various CPP macros that one can use within C-expressions of signature files are prefixed wi...

• Verifying bugs and bug fixes in NumPy

  ...NumPy user guide NumPy how-tos Verifying bugs and bug fixes in NumPy...

• Advanced debugging tools

  ...Contributing to NumPy Advanced debugging tools...

• Contributing to NumPy

  ...If your commit introduces a new feature or changes functionality, post on the mailing list to explain your changes. For bug fixes, documentation updates, etc., this is generally not necessary, though if you do not get any reaction, do feel...

• F2PY user guide and reference manual

  ...pported within F2PY. Most iso_c_binding interfaces can be compiled to native extension modules automatically with f2py. Bug reports welcome! F2PY can be used either as a command line tool f2py or as a Python module numpy.f2py. While we try...

• How to contribute to the NumPy documentation

  ...eager to hear about and fix doc defects. But to attack the biggest problems we end up having to defer or overlook some bug reports. Here are the best defects to go after. Top priority goes to technical inaccuracies – a docstring missing a...

• NumPy 1.11.0 Release Notes

  ...that the dimensions will be preserved. A FutureWarning for this change has been in place since Numpy 1.9 but, due to a bug, sometimes no warning was raised and the dimensions were already preserved. % and // operators These operators ar...

• NumPy 1.12.0 Release Notes
• NumPy 1.13.0 Release Notes

  ...ocation will not show up in tracemalloc of earlier Python versions. NumPy may be built with relaxed stride checking debugging Setting NPY_RELAXED_STRIDES_DEBUG=1 in the environment when relaxed stride checking is enabled will cause NumPy...

• NumPy 1.14.0 Release Notes

  ...NumPy 1.14.0 Release Notes Numpy 1.14.0 is the result of seven months of work and contains a large number of bug fixes and new features, along with several changes with potential compatibility issues. The major change that users...

• NumPy 1.14.1 Release Notes

  ...NumPy 1.14.1 Release Notes This is a bugfix release for some problems reported following the 1.14.0 release. The major problems fixed are the following. Pro...

• NumPy 1.14.2 Release Notes

  ...NumPy 1.14.2 Release Notes This is a bugfix release for some bugs reported following the 1.14.1 release. The major problems dealt with are as follows. Resid...

• NumPy 1.14.3 Release Notes
• NumPy 1.14.4 Release Notes
• NumPy 1.14.5 Release Notes

  ...NumPy 1.14.5 Release Notes This is a bugfix release for bugs reported following the 1.14.4 release. The most significant fixes are: fixes for compilation er...

• NumPy 1.14.6 Release Notes
• NumPy 1.15.1 Release Notes
• NumPy 1.15.2 Release Notes
• NumPy 1.15.3 Release Notes
• NumPy 1.15.4 Release Notes

  ...NumPy 1.15.4 Release Notes This is a bugfix release for bugs and regressions reported following the 1.15.3 release. The Python versions supported by this re...

• NumPy 1.16.0 Release Notes
• NumPy 1.16.1 Release Notes
• NumPy 1.16.3 Release Notes
• NumPy 1.16.4 Release Notes

  ...NumPy 1.16.4 Release Notes The NumPy 1.16.4 release fixes bugs reported against the 1.16.3 release, and also backports several enhancements from master that seem appropriate for...

• NumPy 1.16.5 Release Notes
• NumPy 1.16.6 Release Notes
• NumPy 1.17.1 Release Notes
• NumPy 1.17.2 Release Notes
• NumPy 1.17.3 Release Notes
• NumPy 1.17.4 Release Notes
• NumPy 1.17.5 Release Notes
• NumPy 1.18.1 Release Notes
• NumPy 1.20.1 Release Notes
• NumPy 1.21.0 Release Notes
• NumPy 1.22.4 Release Notes
• NumPy 1.23.3 Release Notes
• NumPy 1.26.1 Release Notes
• NumPy 1.6.2 Release Notes
• NumPy 1.9.0 Release Notes
• NumPy 2.0.0 Release Notes
• NumPy project governance and decision-making
• NumPy security
• Testing guidelines