Bump cvxpy from 1.4.3 to 1.5.1

[dependabot[bot]]

Bumps cvxpy from 1.4.3 to 1.5.1.

Release notes

Sourced from cvxpy's releases.

v1.5.1

What's Changed

• #2438 Fixes QP canonicalization (@​phschiele)
• #2436 Fix link in README.md (@​StefRe)
• #2435 Fix for issue with quad_over_lin parameters (@​SteveDiamond)
• #2441 Adds back DGP + DPP quad_over_lin (@​phschiele)

Full Changelog: https://github.com/cvxpy/cvxpy/compare/v1.5.0...v1.5.1

v1.5.0

CVXPY 1.5

This release is consistent with our semantic versioning guarantee. It comes packed with many new features, bug fixes, and performance improvements. This version of CVXPY supports Python 3.8 through 3.12. While working on the next release, we continue to officially support CVXPY 1.5 and 1.4.

This release may not be compatible with NumPy 2.0.

ECOS deprecation

CVXPY has used ECOS as the default solver for many years; however, it has known issues with performance and numerical stability in edge cases. Recently, a new solver, Clarabel, that improves the algorithm and implementation of ECOS has been under development.

In this release, CVXPY uses Clarabel instead of ECOS for all categories of problems where ECOS was previously the default.

In 1.6, we plan to no longer install ECOS as a CVXPY dependency. We have no plans to remove support for calling ECOS as a solver.

We encourage you to try and use Clarabel instead, but if you're dependent on ECOS's exact behavior please explicitly specify it as a solver and as a dependency for your project.

Features and bug fixes

• Major updates to the documentation, adding a number of new sections to the User Guide and breaking up the monolithic Advanced features page [Many PRs] @​Transurgeon
• Added .curvatures containing all curvatures an expression is compatible with #1540 @​sunnygurm
• Variable bounds can be specified with cp.Variable(bound=(lower, upper)) and are directly passed to the solver when helpful. lower and upper can be either a NumPy array or floating point number. #2234, #2321 @​Paulnkk, @​SteveDiamond
• Constants can be named by writing cp.Constant(name='...') #2335 @​SteveDiamond
• Added a new atom, vdot, that has the same behavior as scalar_product #2371 @​Transurgeon
• CVXPY runs in the next PyOdide release via wasm #2363, #2382 @​phschiele
• Added or-tools 9.9 support #2316 @​mlubin
• Major rewrite to the PDLP interface #2252 @​mlubin
• Dropped MOSEK <= 9 support and upgraded the MOSEK integration code #2326 @​aszekMosek
• Improved HIGHS solver stats #2333 @​bstellato
• Removes pybind11 as runtime dep #2334 @​phschiele
• Quadratic objectives in NAG solver #2339 @​chasilvester
• DAQP solver interface #2312 @​enzbus
• Adds solver_verbose #2354 @​hailiangliu89
• ECOS deprecation progress #2388, #2391 @​PTNobel @​Transurgeon
• Improved type annotations #2304 @​sunnygurm
• Adds save_file to COPT interface #2393 @​wujianjack
• Setup dependabot #2369 @​tschm
• Many many infrastructure PRs @​phschiele
• Fixes doc deploy #2331 @​PTNobel

... (truncated)

Commits

• 5bc7313 Releases 1.5.1
• d4c69ff Patch 1.5.1 (#2440)
• 44994f8 Fixes docs.yml
• b14518b Bumps to 1.5.1
• 4efa32c Releases 1.5.0
• 460baae Fixes cvxpy-base for real this time
• 27e0542 Finishes release notes
• 8d1f6ca Fixes cvxpy-base builds
• 4230150 Fixes solver options
• a0313f0 Adds Parth, removes duplicate Philipp (#2432)
• Additional commits viewable in compare view

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