Bump cvxpy from 1.1.6 to 1.3.1

[dependabot]

Bumps cvxpy from 1.1.6 to 1.3.1.

Release notes

Sourced from cvxpy's releases.

v1.3.1

This is a patch release for 1.3. The patch includes fixes from many contributors:

@​phschiele New deepcopy semantics cvxpy/cvxpy#2053 @​Transurgeon Typo fix in documentation cvxpy/cvxpy#2044 @​SteveDiamond Fix Mosek power cone cvxpy/cvxpy#2043 @​aszekMosek Clean up Mosek parameter settings cvxpy/cvxpy#2029 @​jlchen0 Fix p-norm issue with DGP problems cvxpy/cvxpy#2028 @​SteveDiamond Unpin setuptools cvxpy/cvxpy#2022 @​aszekMosek Attach Mosek log handler before inputting data cvxpy/cvxpy#2017 @​samuel-adekunle Update atomic functions docs cvxpy/cvxpy#2016 @​phschiele Build wheels on push cvxpy/cvxpy#2008 @​phschiele aarch64 wheels cvxpy/cvxpy#2054 @​phschiele Keep sparsity for PSD constraints in Mosek interface cvxpy/cvxpy#2063 @​SteveDiamond Fix issue with matrix multiplication involving quad cvxpy/cvxpy#2067 @​PTNobel Adds error on floats as indices cvxpy/cvxpy#2058 @​phschiele Improved PSD check message cvxpy/cvxpy#2009 @​SteveDiamond Fix bug with quadratic objective and power atom cvxpy/cvxpy#2060 @​rileyjmurray Remove ill-posed xexp test case cvxpy/cvxpy#2001

v1.3.0

CVXPY 1.3

This release marks our first minor release since the introduction of semantic versioning in March 2022. It comes packed with many new features, bug fixes, and performance improvements. This version of CVXPY supports Python 3.7 through 3.11, and is our first release that supports Python 3.11. While working on the next release, we continue to officially support CVXPY 1.2 and 1.3, and will backport important bug fixes to 1.1, if feasible.

New features

• New atoms:
  • dotsort
  • tr_inv
  • von_neumann_entr
  • perspective
• Support for native quadratic forms (x.T @ P @ x)
• New solver interfaces: COPT, SDPA, Clarabel, proxqp
• A new SciPy-based backend
• New constraints:
  • FiniteSet
  • RelEntrConeQuad
  • OpRelEntrConeQuad
• ... and many more!

Other big developments

• The new OpRelEntrConeQuad constraint class is the first major piece of our effort to improve support for quantum information modeling (GSOC project)
• Continuous performance benchmarking (GSOC project)

API changes

Moving forward, the public API of CVXPY is considered to be everything that is importable directly from the cvxpy namespace. We plan to introduce a cvxpy.experimental namespace for features in development where the API has not yet been fixed. It is explicitly not a part of our API whether atoms are implemented by functions or classes, e.g. we do not consider replacing cvxpy.power, which is currently a class, with a function to be a breaking change or replacing cp.quad_form which is a function to become a class to be a breaking change. Code of the form cvxpy.power(a, b) is guaranteed to remain working.

Community

We were thrilled to see the CVXPY community grow since our last release. In GitHub issues and the increasingly utilized GitHub discussions, we saw a lot of great reports and questions. Reaching almost 1000 members, the CVXPY Discord has become a great place to ask questions and get quick help. It was great to meet some of you at SciPy 2022 and ICCOPT 2022.

... (truncated)

Commits

• 2a135d2 v1.3.1
• 2d88854 Prep for 1.3.1 (#2068)
• d9c4880 mention Philipp as maintainer
• d95d530 prepare for next patch
• 07a5469 Revert "overwrite DEPLOY (#1996)"
• 9216793 Revert "try build on release branch"
• 612158e try build on release branch
• c44e6e5 Trigger deploy
• be5763c overwrite DEPLOY (#1996)
• 94600df Add fixes
• Additional commits viewable in compare view

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[dependabot]

Superseded by #85.