Bump scipy from 0.19.0 to 1.7.1

[dependabot-preview]

Bumps scipy from 0.19.0 to 1.7.1.

Release notes

Sourced from scipy's releases.

SciPy 1.7.1 Release Notes

SciPy 1.7.1 is a bug-fix release with no new features compared to 1.7.0.

Authors

• Peter Bell
• Evgeni Burovski
• Justin Charlong +
• Ralf Gommers
• Matti Picus
• Tyler Reddy
• Pamphile Roy
• Sebastian Wallkötter
• Arthur Volant

A total of 9 people contributed to this release. People with a "+" by their names contributed a patch for the first time. This list of names is automatically generated, and may not be fully complete.

SciPy 1.7.0 Release Notes

SciPy 1.7.0 is the culmination of 6 months of hard work. It contains many new features, numerous bug-fixes, improved test coverage and better documentation. There have been a number of deprecations and API changes in this release, which are documented below. All users are encouraged to upgrade to this release, as there are a large number of bug-fixes and optimizations. Before upgrading, we recommend that users check that their own code does not use deprecated SciPy functionality (to do so, run your code with python -Wd and check for DeprecationWarning s). Our development attention will now shift to bug-fix releases on the 1.7.x branch, and on adding new features on the master branch.

This release requires Python 3.7+ and NumPy 1.16.5 or greater.

For running on PyPy, PyPy3 6.0+ is required.

Highlights of this release

• A new submodule for quasi-Monte Carlo, scipy.stats.qmc, was added
• The documentation design was updated to use the same PyData-Sphinx theme as NumPy and other ecosystem libraries.
• We now vendor and leverage the Boost C++ library to enable numerous improvements for long-standing weaknesses in scipy.stats

... (truncated)

Commits

• 47bb6fe REL: set 1.7.1 released
• aa2adb9 Merge pull request #14511 from tylerjereddy/treddy_171_backports_rd3
• 50fc705 DOC: update 1.7.1 relnotes
• d1c1821 MAINT: bump scipy-mathjax
• a56a51a Merge pull request #14509 from tylerjereddy/treddy_171_backports_rd2
• e21ffbb DOC: update 1.7.1 relnotes
• 1bfa19e DOC: version added to degrees in Rotation.from_rotvec (#14460)
• f53b39c Merge pull request #14466 from tylerjereddy/treddy_171_backports_rd1
• 058e68d DOC: update 1.7.1 relnotes.
• dca7ae9 BUG: fix refguide-check namedtuple handling (#14283)
• Additional commits viewable in compare view

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