v0.12.0

ProximalOperators v0.12.0

Diff since v0.11.0

Merged pull requests:

• Test on Julia 1.5 (#113) (@lostella)
• add prox for MoreauEnvelope (#114) (@lostella)
• Update CI workflow (#115) (@lostella)

v0.11.0

ProximalOperators v0.11.0

Diff since v0.10.3

Closed issues:

• Strange errors in test Julia 1.1 (#73)
• nonconvex prox calculus rule (#81)
• Prox of Sum (#90)
• Add prox! method for IndPSD handling matrices (#100)
• possible test failure in upcoming Julia version 1.5 (#105)
• Projection on Stiefel manifold (#107)

Merged pull requests:

• Add pointwise minimum, clean up docstrings, update CI config (#84) (@lostella)
• enable builds on julia 1.3 (#87) (@lostella)
• Fix implementations of epi-composition (#88) (@lostella)
• Install TagBot as a GitHub Action (#91) (@JuliaTagBot)
• allow nonconvex least squares, update properties, other fixes (#92) (@lostella)
• Make prox on QuadraticDirect type stable (#94) (@baggepinnen)
• Fix nonconvex cases in PrecomposeDiagonal and LeastSquares (#95) (@lostella)
• Upgrade documenter, bump Julia versions in CI (#96) (@lostella)
• Add CI workflow (#97) (@lostella)
• Fix codecov step in CI workflow (#98) (@lostella)
• update compat, add CompatHelper workflow (#99) (@lostella)
• Fix IndPSD, for AbstractMatrix case, Complex case, update tests (#101) (@lostella)
• Optimizing projection on positive semidefinite cone (#102) (@lostella)
• Improve benchmarks setup, add benchmarks, add README (#103) (@lostella)
• Split CI and Benchmark workflows (#104) (@lostella)
• Fix warnings and test failures on Julia 1.5 (#106) (@lostella)
• Add indicator of Stiefel manifold, fix approximate (in)equalities, fix is_support (#108) (@lostella)
• Minor fix to least squares, add benchmark, add test cases (#110) (@lostella)
• Extend LeastSquares to matrix RHS (#111) (@lostella)
• Fix unbound args (#112) (@lostella)

v0.10.3

• Fixed LeastSquares to make it work on Adjoint or Transpose matrices as well (#83)

v0.10.2

Fixes for Julia 1.2

Bug fix

• Fixed a typing bug in LogisticLoss

Julia 1.1 compatibility

• removed precompilation issues with Julia 1.1
• fixed tests
• fixed types
• fixed docs deployment

Goodbye Julia 0.7

• Bumped requirements for Julia (1.0), IterativeSolvers (0.8), OSQP (0.3)
• Added IndHyperslab and CubeNormL2
• Fixed bugs
• Fixed typing issues
• Hardened tests

Farewell Julia 0.6

This is the last 0.6-compatible release. Changes include:

• Added IndPolyhedral for the indicator of convex polyhedral sets
• Added the Sum calculus rule
• Performance improvements
• Fixed deprecations
• Fixed bugs

Welcome Julia 0.7!!

This is the first Julia 0.7-compatible version of the package.

More fixes and functions

• Fixed bug and slightly changed the interface of SlicedSeparableSum
• Added LogisticLoss
• Added SqrHingeLoss

See the diff.