From charlesr.harris at gmail.com Fri Jan 4 21:35:55 2019 From: charlesr.harris at gmail.com (Charles R Harris) Date: Fri, 4 Jan 2019 19:35:55 -0700 Subject: [SciPy-User] NumPy 1.16.0rc2 released Message-ID: Hi All, On behalf of the NumPy team I'm pleased to announce the release of NumPy 1.16.0rc2. This is the last NumPy release to support Python 2.7 and will be maintained as a long term release with bug fixes until 2020. This release has seen a lot of refactoring and features many bug fixes, improved code organization, and better cross platform compatibility. Not all of these improvements will be visible to users, but they should help make maintenance easier going forward. Highlights are - Experimental support for overriding numpy functions in downstream projects. - The matmul function is now a ufunc and can be overridden using __array_ufunc__. - Improved support for the ARM and POWER architectures. - Improved support for AIX and PyPy. - Improved interoperation with ctypes. - Improved support for PEP 3118. The supported Python versions are 2.7 and 3.5-3.7, support for 3.4 has been dropped. The wheels on PyPI are linked with OpenBLAS v0.3.4+, which should fix the known threading issues found in previous OpenBLAS versions. Downstream developers building this release should use Cython >= 0.29.2 and, if linking OpenBLAS, OpenBLAS > v0.3.4. Wheels for this release can be downloaded from PyPI , source archives are available from Github . *Contributors* A total of 112 people contributed to this release. People with a "+" by their names contributed a patch for the first time. * Alan Fontenot + * Allan Haldane * Alon Hershenhorn + * Alyssa Quek + * Andreas Nussbaumer + * Anner + * Anthony Sottile + * Antony Lee * Ayappan P + * Bas van Schaik + * C.A.M. Gerlach + * Charles Harris * Chris Billington * Christian Clauss * Christoph Gohlke * Christopher Pezley + * Daniel B Allan + * Daniel Smith * Dawid Zych + * Derek Kim + * Dima Pasechnik + * Edgar Giovanni Lepe + * Elena Mokeeva + * Elliott Sales de Andrade + * Emil Hessman + * Eric Schles + * Eric Wieser * Giulio Benetti + * Guillaume Gautier + * Guo Ci * Heath Henley + * Isuru Fernando + * J. Lewis Muir + * Jack Vreeken + * Jaime Fernandez * James Bourbeau * Jeff VanOss * Jeffrey Yancey + * Jeremy Chen + * Jeremy Manning + * Jeroen Demeyer * John Darbyshire + * John Kirkham * John Zwinck * Jonas Jensen + * Joscha Reimer + * Juan Azcarreta + * Julian Taylor * Kevin Sheppard * Krzysztof Chomski + * Kyle Sunden * Lars Gr?ter * Lilian Besson + * MSeifert04 * Mark Harfouche * Marten van Kerkwijk * Martin Thoma * Matt Harrigan + * Matthew Bowden + * Matthew Brett * Matthias Bussonnier * Matti Picus * Max Aifer + * Michael Hirsch, Ph.D + * Michael James Jamie Schnaitter + * MichaelSaah + * Mike Toews * Minkyu Lee + * Mircea Akos Bruma + * Mircea-Akos Brum? + * Moshe Looks + * Muhammad Kasim + * Nathaniel J. Smith * Nikita Titov + * Paul M?ller + * Paul van Mulbregt * Pauli Virtanen * Pierre Glaser + * Pim de Haan * Ralf Gommers * Robert Kern * Robin Aggleton + * Rohit Pandey + * Roman Yurchak + * Ryan Soklaski * Sebastian Berg * Sho Nakamura + * Simon Gibbons * Stan Seibert + * Stefan Otte * Stefan van der Walt * Stephan Hoyer * Stuart Archibald * Taylor Smith + * Tim Felgentreff + * Tim Swast + * Tim Teichmann + * Toshiki Kataoka * Travis Oliphant * Tyler Reddy * Uddeshya Singh + * Warren Weckesser * Weitang Li + * Wenjamin Petrenko + * William D. Irons * Yannick Jadoul + * Yaroslav Halchenko * Yug Khanna + * Yuji Kanagawa + * Yukun Guo + * ankokumoyashi + * lerbuke + Cheers, Charles Harris -------------- next part -------------- An HTML attachment was scrubbed... URL: From ndbecker2 at gmail.com Tue Jan 8 15:33:24 2019 From: ndbecker2 at gmail.com (Neal Becker) Date: Tue, 8 Jan 2019 15:33:24 -0500 Subject: [SciPy-User] multidimensional interpolation Message-ID: What might be a good scipy method to perform interpolate of samples which map from R^N -> R, IOW from N-dim real input to scalar real outputs? -------------- next part -------------- An HTML attachment was scrubbed... URL: From robert.kern at gmail.com Wed Jan 9 06:41:42 2019 From: robert.kern at gmail.com (Robert Kern) Date: Wed, 9 Jan 2019 20:41:42 +0900 Subject: [SciPy-User] multidimensional interpolation In-Reply-To: References: Message-ID: On Wed, Jan 9, 2019 at 5:35 AM Neal Becker wrote: > What might be a good scipy method to perform interpolate of samples which > map from R^N -> R, IOW from N-dim real input to scalar real outputs? > https://docs.scipy.org/doc/scipy/reference/tutorial/interpolate.html#multivariate-data-interpolation-griddata https://docs.scipy.org/doc/scipy/reference/generated/scipy.interpolate.Rbf.html#scipy.interpolate.Rbf -- Robert Kern -------------- next part -------------- An HTML attachment was scrubbed... URL: From charlesr.harris at gmail.com Sun Jan 13 22:29:54 2019 From: charlesr.harris at gmail.com (Charles R Harris) Date: Sun, 13 Jan 2019 20:29:54 -0700 Subject: [SciPy-User] NumPy 1.16.0 released. Message-ID: Hi All, On behalf of the NumPy team I'm pleased to announce the release of NumPy 1.16.0. This is the last NumPy release to support Python 2.7 and will be maintained as a long term release with bug fixes until 2020. This release has seen a lot of refactoring and features many bug fixes, improved code organization, and better cross platform compatibility. Not all of these improvements will be visible to users, but they should help make maintenance easier going forward. Highlights are Experimental support for overriding numpy functions in downstream projects. - The matmul function is now a ufunc and can be overridden using __array_ufunc__. - Improved support for the ARM, POWER, and SPARC architectures. - Improved support for AIX and PyPy. - Improved interoperation with ctypes. - Improved support for PEP 3118. The supported Python versions are 2.7 and 3.5-3.7, support for 3.4 has been dropped. The wheels on PyPI are linked with OpenBLAS v0.3.4+, which should fix the known threading issues found in previous OpenBLAS versions. Downstream developers building this release should use Cython >= 0.29.2 and, if linking OpenBLAS, OpenBLAS > v0.3.4. Wheels for this release can be downloaded from PyPI , source archives are available from Github . *Contributors* A total of 113 people contributed to this release. People with a "+" by their names contributed a patch for the first time. * Alan Fontenot + * Allan Haldane * Alon Hershenhorn + * Alyssa Quek + * Andreas Nussbaumer + * Anner + * Anthony Sottile + * Antony Lee * Ayappan P + * Bas van Schaik + * C.A.M. Gerlach + * Charles Harris * Chris Billington * Christian Clauss * Christoph Gohlke * Christopher Pezley + * Daniel B Allan + * Daniel Smith * Dawid Zych + * Derek Kim + * Dima Pasechnik + * Edgar Giovanni Lepe + * Elena Mokeeva + * Elliott Sales de Andrade + * Emil Hessman + * Eric Larson * Eric Schles + * Eric Wieser * Giulio Benetti + * Guillaume Gautier + * Guo Ci * Heath Henley + * Isuru Fernando + * J. Lewis Muir + * Jack Vreeken + * Jaime Fernandez * James Bourbeau * Jeff VanOss * Jeffrey Yancey + * Jeremy Chen + * Jeremy Manning + * Jeroen Demeyer * John Darbyshire + * John Kirkham * John Zwinck * Jonas Jensen + * Joscha Reimer + * Juan Azcarreta + * Julian Taylor * Kevin Sheppard * Krzysztof Chomski + * Kyle Sunden * Lars Gr?ter * Lilian Besson + * MSeifert04 * Mark Harfouche * Marten van Kerkwijk * Martin Thoma * Matt Harrigan + * Matthew Bowden + * Matthew Brett * Matthias Bussonnier * Matti Picus * Max Aifer + * Michael Hirsch, Ph.D + * Michael James Jamie Schnaitter + * MichaelSaah + * Mike Toews * Minkyu Lee + * Mircea Akos Bruma + * Mircea-Akos Brum? + * Moshe Looks + * Muhammad Kasim + * Nathaniel J. Smith * Nikita Titov + * Paul M?ller + * Paul van Mulbregt * Pauli Virtanen * Pierre Glaser + * Pim de Haan * Ralf Gommers * Robert Kern * Robin Aggleton + * Rohit Pandey + * Roman Yurchak + * Ryan Soklaski * Sebastian Berg * Sho Nakamura + * Simon Gibbons * Stan Seibert + * Stefan Otte * Stefan van der Walt * Stephan Hoyer * Stuart Archibald * Taylor Smith + * Tim Felgentreff + * Tim Swast + * Tim Teichmann + * Toshiki Kataoka * Travis Oliphant * Tyler Reddy * Uddeshya Singh + * Warren Weckesser * Weitang Li + * Wenjamin Petrenko + * William D. Irons * Yannick Jadoul + * Yaroslav Halchenko * Yug Khanna + * Yuji Kanagawa + * Yukun Guo + * @ankokumoyashi + * @lerbuke + Cheers, Charles Harris -------------- next part -------------- An HTML attachment was scrubbed... URL: From mikofski at berkeley.edu Thu Jan 31 13:27:54 2019 From: mikofski at berkeley.edu (Mark Alexander Mikofski) Date: Thu, 31 Jan 2019 10:27:54 -0800 Subject: [SciPy-User] [ANN] pvlib-python v0.6.1: predicting power from PV (renweable solar energy) Message-ID: pvlib-0.6.1 is now available PyPI: https://pypi.org/project/pvlib/ Read the Docs: https://pvlib-python.readthedocs.io/en/latest/ GitHub: https://github.com/pvlib/pvlib-python -- Mark Mikofski, PhD (2005) *Fiat Lux* -------------- next part -------------- An HTML attachment was scrubbed... URL: From charlesr.harris at gmail.com Thu Jan 31 19:07:21 2019 From: charlesr.harris at gmail.com (Charles R Harris) Date: Thu, 31 Jan 2019 17:07:21 -0700 Subject: [SciPy-User] NumPy 1.16.1 release Message-ID: Hi All, On behalf of the NumPy team I'm pleased to announce the release of NumPy 1.16.1. This release fixes bugs reported against the 1.16.0 release, and also backports several enhancements from master that seem appropriate for a release series that is the last to support Python 2.7. The supported Python versions are 2.7 and 3.5-3.7. The wheels on PyPI are linked with OpenBLAS v0.3.4+, which should fix the known threading issues found in previous OpenBLAS versions. Downstream developers building this release should use Cython >= 0.29.2 and, if using OpenBLAS, OpenBLAS > v0.3.4. If you are installing using pip, you may encounter a problem with older installed versions of NumPy that pip did not delete becoming mixed with the current version, resulting in an *ImportError*. That problem is particularly common on Debian derived distributions due to a modified pip. The fix is to make sure all previous NumPy versions installed by pip have been removed. See #12736 for discussion of the issue. Note that previously this problem resulted in an *AttributeError*. Wheels for this release can be downloaded from PyPI , source archives and release notes are available from Github . *Enhancements* * #12767: ENH: add mm->q floordiv * #12768: ENH: port np.core.overrides to C for speed * #12769: ENH: Add np.ctypeslib.as_ctypes_type(dtype), improve `np.ctypeslib.as_ctypes` * #12773: ENH: add "max difference" messages to np.testing.assert_array_equal... * #12820: ENH: Add mm->qm divmod * #12890: ENH: add _dtype_ctype to namespace for freeze analysis *Contributors* A total of 16 people contributed to this release. People with a "+" by their names contributed a patch for the first time. * Antoine Pitrou * Arcesio Castaneda Medina + * Charles Harris * Chris Markiewicz + * Christoph Gohlke * Christopher J. Markiewicz + * Daniel Hrisca + * EelcoPeacs + * Eric Wieser * Kevin Sheppard * Matti Picus * OBATA Akio + * Ralf Gommers * Sebastian Berg * Stephan Hoyer * Tyler Reddy Cheers, Charles Harris -------------- next part -------------- An HTML attachment was scrubbed... URL: