v4.6.0

Optimization v4.6.0

Diff since v4.5.0

Merged pull requests:

• Add initial version of OptimizationIpopt (#915) (@SebastianM-C)
• Adding Mooncake to the AD list. (#936) (@yebai)
• Fix downgrade CI compatibility issues with version bumps (#983) (@ChrisRackauckas)
• Migrate OptimizationBase.jl as sublibrary (pure migration) (#993) (@ChrisRackauckas-Claude)
• Fix error when store_trace=true with OptimizationOptimJL (#994) (@ChrisRackauckas-Claude)
• Add comprehensive docstring for Sophia optimizer (#998) (@ChrisRackauckas-Claude)
• Fix Sophia optimizer shadow generation for ComponentArrays (#1000) (@ChrisRackauckas-Claude)
• Add docs for OptimizationIpopt (#1001) (@SebastianM-C)
• Clarify Rosenbrock examples documentation (#1002) (@mikeingold)

Closed issues:

• Error when store_trace = true with OptimizationOptimJL (#990)
• Optimization algorithms should be SciMLBase.AbstractSciMLAlgorithm? (#992)
• OptimizationOptimisers doesn't store parameters p into OptimizationState (#995)