v0.4.7

FrankWolfe v0.4.7

Diff since v0.4.6

Merged pull requests:

• Bug fix - LP direct solve (#537) (@JannisHal)
• if dual_gap below epsilon dont enter update block (#541) (@matbesancon)
• fix constructor for Adaptive (#543) (@matbesancon)

Closed issues:

• MethodError in positional constructor for Adaptive (#542)

v0.4.6

FrankWolfe v0.4.6

Diff since v0.4.5

Merged pull requests:

• Dicg callback info (#539) (@matbesancon)

v0.4.5

FrankWolfe v0.4.5

Diff since v0.4.4

Merged pull requests:

• add safety check for adaptive (#534) (@matbesancon)
• fix info in DICG (#538) (@matbesancon)

v0.4.4

FrankWolfe v0.4.4

Diff since v0.4.3

Merged pull requests:

• Make fallback line search in Secant optional (#533) (@dhendryc)

Closed issues:

• [High] Infinite-dimensional optimization (#173)

v0.4.3

FrankWolfe v0.4.3

Diff since v0.4.2

Merged pull requests:

• DICG (#460) (@matbesancon)
• Dicg_MOI_test (#489) (@WenjieXiao-2022)
• Bpcg with direct solve (#515) (@pokutta)
• tolerance for non-diagonal and test (#521) (@matbesancon)
• Out-of-bounds in pairwise variant (#522) (@sebastiendesignolle)
• Clean active set constructors (#523) (@sebastiendesignolle)
• Refactor ActiveSetQuadratic and SymmetricXXX (#524) (@sebastiendesignolle)
• Pairwise renorm_interval (#525) (@sebastiendesignolle)
• Update README.md (#526) (@pokutta)
• Remove duplicate code (#528) (@JannisHal)
• specify ambiguity on deleteat! for active set (#529) (@matbesancon)
• remove dep (#530) (@matbesancon)

Closed issues:

• Implement DICG (#448)
• Add test for DICG with MOI (#487)
• ActiveSetQuadratic with weights and atoms passed directly (#509)

v0.4.2

FrankWolfe v0.4.2

Diff since v0.4.1

Merged pull requests:

• Lazy block updates (#490) (@zevwoodstock)
• BPCG with direct solve extension (#507) (@pokutta)
• sparsifier active set (#508) (@matbesancon)
• inverse to linsolve for AS quadratic (#510) (@matbesancon)
• Quadratic solve structure (#511) (@matbesancon)
• Update Block-Coordinate FW (#512) (@JannisHal)
• Alternating projection update (#513) (@JannisHal)
• Update Project.toml (#514) (@matbesancon)
• Actually use Backtracking in Secant (#517) (@dhendryc)
• fix sparsify types (#518) (@matbesancon)
• Revert inverse syntax (#520) (@sebastiendesignolle)

Closed issues:

• kwargs for compute_extreme_point(lmo, direction)? (#399)
• Quadratic detection is off by multiplicative constant (#516)

v0.4.1

FrankWolfe v0.4.1

Diff since v0.4.0

Merged pull requests:

• Made Secant Search state-aware (#500) (@pokutta)
• Dicg tracking (#501) (@matbesancon)
• distributions in test deps (#502) (@matbesancon)
• Show lowest dual gap in last iteration in PFW. (#503) (@dhendryc)
• Add Backtracking as fall back for the Secant linesearch (#504) (@dhendryc)
• Update Project.toml (#505) (@matbesancon)

v0.4.0

FrankWolfe v0.4.0

Diff since v0.3.9

Merged pull requests:

• breaking changes for 0.4 (#484) (@matbesancon)
• Optimal Design Problem Example (#494) (@dhendryc)

v0.3.9

FrankWolfe v0.3.9

Diff since v0.3.8

Merged pull requests:

• added tullio (#493) (@matbesancon)
• Secant fix (#495) (@matbesancon)
• Dual gap issue in BPCG (#497) (@dhendryc)
• BPCG - Real dual gap in Post Processing (#498) (@dhendryc)
• Update Project.toml (#499) (@matbesancon)

Closed issues:

• BPCG Dual Gap Issue (#496)

v0.3.8

FrankWolfe v0.3.8

Diff since v0.3.7

Merged pull requests:

• Dicg with moi_orcale support (#467) (@WenjieXiao-2022)
• readd LMO tests (#485) (@matbesancon)
• add Combinatorics test (#486) (@matbesancon)
• Secant Method based line search strategy for self-concordant functions (#491) (@pokutta)
• Update Project.toml (#492) (@matbesancon)