v0.2.7

AdvancedVI v0.2.7

Diff since v0.2.6

Merged pull requests:

• Rewriting advancedvi docs (#53) (@Red-Portal)
• fix rename adbackend to adtype (#60) (@Red-Portal)
• add continuous benchmarking (#61) (@Red-Portal)
• remove signature with user-defined restructure (#64) (@Red-Portal)
• add indirection for update step, add projection for LocationScale (#65) (@Red-Portal)
• fix avoid re-defining the differentiation objective to support AD pre-compilation (#66) (@Red-Portal)
• Enable Enzyme (#67) (@Red-Portal)
• Add ScoreELBO objective (#72) (@arnauqb)
• Create Format.yml (#73) (@shravanngoswamii)
• Add "low-rank" variational families (#76) (@Red-Portal)
• Run benchmarks only on PR (#77) (@shravanngoswamii)
• Exclude benchmarks from DocsNav (#78) (@shravanngoswamii)
• Fix Enzyme extension (#79) (@devmotion)
• Formatting all files (#80) (@yebai)
• Parameter-Free Optimization Algorithms (#81) (@Red-Portal)
• Tapir.jl Integration (#86) (@willtebbutt)
• CompatHelper: add new compat entry for Tapir in [weakdeps] at version 0.2, (keep existing compat) (#87) (@github-actions[bot])
• Fix Enzyme tests on older Julia versions (#88) (@Red-Portal)
• Grant push permissions to Benchmark.yml (#90) (@penelopeysm)
• Only upload benchmark results if not on a fork (#91) (@penelopeysm)
• Adapt to pending Enzyme breaking change (#92) (@wsmoses)
• Revert "Adapt to pending Enzyme breaking change" (#93) (@Red-Portal)
• Revert "Revert "Adapt to pending Enzyme breaking change"" (#94) (@Red-Portal)
• Add SSH key for all relevant workflows (#97) (@penelopeysm)
• Migrate to DifferentiationInterface (#98) (@Red-Portal)
• add subdirectories to compathelper (#102) (@Red-Portal)
• Add minimal documentation for v0.2 (#105) (@penelopeysm)
• Create a new release so that stable docs get generated (#106) (@penelopeysm)

Closed issues:

• Stein Variational Gradient Descent (SVGD) (#3)
• Double Stochasticity (#4)
• Callback function during training (#5)
• Rethinking AdvancedVI (#24)
• Setting up Documenter (#39)
• Add Tapir to AD tests (#63)
• Set up JuliaFormatter (#69)
• Run benchmarking only on PRs (#74)
• var and cov on MvLocationScale secretly assume the base distribution is standardized (#75)
• Where are the benchmarks posted? (#82)
• Make use of DifferentiationInterface.jl? (#85)