Recent Releases of ProximalAlgorithms
ProximalAlgorithms - v0.7.0
ProximalAlgorithms v0.7.0
Breaking changes
- Updated autodiff backends from Zygote to DifferentiationInterface (#88, #90, #93)
- Bumped minimum Julia version to 1.6 (#95)
Check this section of the documentation on how to use the updated autodiff mechanism.
Merged pull requests: - Update bibliography details (#84) (@aldma) - Add Aqua to tests (#87) (@lostella) - Update Documenter version, fix piracy (#88) (@lostella) - Add stlib compat (#89) (@lostella) - Update gradient interface, support AbstractDifferentiation (#90) (@lostella) - Regret factor in ForwardBackward (#91) (@aldma) - Expose backtracking factor, rename increase factor (#92) (@lostella) - Switch from AbstractDifferentiation to DifferentiationInterface (#93) (@gdalle) - Fix benchmark code (#94) (@lostella) - Bump DifferentiationInterface to v0.6 (#95) (@gdalle)
Closed issues: - Autodiff backends (#71) - Remove Zygote dependency by switching to AbstractDifferentiation (#80) - Question on DavisYin algorithm (#83)
- Julia
Published by github-actions[bot] about 1 year ago
ProximalAlgorithms - v0.5.4
ProximalAlgorithms v0.5.4
Closed issues: - Sparse regression example no longer working (#77) - Clarify that ProximalOperator >= 0.15 is needed, if used (#78)
Merged pull requests: - Fix DRLS display (#81) (@lostella)
- Julia
Published by github-actions[bot] almost 4 years ago
ProximalAlgorithms - v0.5.3
ProximalAlgorithms v0.5.3
Merged pull requests: - Further reduce allocations in PANOCplus (#76) (@lostella)
- Julia
Published by github-actions[bot] almost 4 years ago
ProximalAlgorithms - v0.5.2
ProximalAlgorithms v0.5.2
Merged pull requests: - Reduce allocations in PANOC, PANOCplus, ZeroFPR, DRLS (#74) (@lostella) - Add PANOCpluc benchmarks (#75) (@aldma)
- Julia
Published by github-actions[bot] almost 4 years ago
ProximalAlgorithms - v0.5.1
ProximalAlgorithms v0.5.1
Merged pull requests: - Documentation fixes (#68) (@lostella) - Fix typing issues in Nesterov and Broyden acceleration (#73) (@lostella)
- Julia
Published by github-actions[bot] almost 4 years ago
ProximalAlgorithms - v0.5.0
ProximalAlgorithms v0.5.0
Closed issues: - Add flag to hide warnings (#25)
Merged pull requests: - Add equivalence test DRS/DRLS (#46) (@lostella) - Reduce algorithms boilerplate (#47) (@lostella) - Add implementation of S-FISTA (#48) (@wwkong) - Fix benchmark (#49) (@lostella) - Improve adaptive stepsize for PANOC and ZeroFPR (#50) (@lostella) - Refactor some of the algorithms (#51) (@lostella) - Add autodiff fallback for gradient computation using Zygote (#52) (@lostella) - Fix bug in line search in DRLS (#53) (@lostella) - Add option for strongly convex case to DRLS + other fixes (#54) (@lostella) - Optimizing algorithms code, refactoring acceleration directions (#55) (@lostella) - Run tests on Julia 1.6 and 1.7 (#56) (@lostella) - Add implementation of PANOC+ (#57) (@aldma) - Fix and polish Nesterov acceleration tooling and fast proximal gradient implementation (#58) (@lostella) - Stronger stop criterion for PANOC+ (#60) (@aldma) - Fix typos, update constructors, add Chambolle-Pock constructor (#61) (@lostella) - Update algorithms interface, update docs (#62) (@lostella) - add CITATION.cff file (#63) (@aldma) - Fix PANOCplus (#66) (@aldma) - Introducing ProximalCore (#67) (@lostella)
- Julia
Published by github-actions[bot] about 4 years ago
ProximalAlgorithms - v0.4.1
ProximalAlgorithms v0.4.1
Closed issues: - pull request gone wrong (#39)
Merged pull requests: - default stepsizes primal-dual solver (#41) (@pylat) - Format source and test files (#42) (@lostella) - Test on Julia 1.5 (#43) (@lostella) - De-randomize tests, split nightly CI workflow (#44) (@lostella)
- Julia
Published by github-actions[bot] about 5 years ago
ProximalAlgorithms - v0.4.0
ProximalAlgorithms v0.4.0
Closed issues: - Problem solving a simple SDP in ProximalAlgorithms.jl (#36) - Tests on number of iterations are sensitive to randn (#37)
Merged pull requests: - enable builds on julia 1.3 (#28) (@lostella) - Refactor L-BFGS operator code, add Nesterov, Anderson acceleration (#29) (@lostella) - Install TagBot as a GitHub Action (#30) (@JuliaTagBot) - Update acceleration api and tests, add Broyden (#31) (@lostella) - Add IteratorSize definition (#32) (@lostella) - Fix iterators length (#33) (@lostella) - Bump Julia versions in CI (#34) (@lostella) - Add CI workflow (#35) (@lostella) - Replace random ElasticNet problem in tests with fixed one (#38) (@lostella)
- Julia
Published by github-actions[bot] over 5 years ago
ProximalAlgorithms - v0.3.1
- Fixed issue with parameters validation in primal-dual algorithms
- Fixed maximum number of backtracks in PANOC and ZeroFPR
- Julia
Published by julia-tagbot[bot] over 6 years ago
ProximalAlgorithms - v0.3.0
- New algorithms API
- Added Davis-Yin splitting algorithm
- Julia
Published by julia-tagbot[bot] over 6 years ago
ProximalAlgorithms - New algorithms + fixes [Last Julia 0.6 Compatible]
- Julia
Published by nantonel almost 8 years ago