v0.2.6

AdvancedVI v0.2.6

Diff since v0.2.5

Merged pull requests:

• CompatHelper: bump compat for ADTypes to 1, (keep existing compat) (#54) (@github-actions[bot])
• Decrement Enzyme compatibility (#58) (@bauglir)
• CompatHelper: bump compat for Enzyme in [weakdeps] to 0.12, (keep existing compat) (#59) (@github-actions[bot])

v0.2.5

AdvancedVI v0.2.5

Diff since v0.2.4

Merged pull requests:

• Basic rewrite of the package 2023 edition Part I: ADVI (#49) (@Red-Portal)
• Basic rewrite of the package 2023 edition Part II: Location-scale variational families (#51) (@Red-Portal)
• fix bug in reparameterization with Bijectors.TransformedDistribution (#52) (@Red-Portal)
• Backport of some features to v0.2 (#56) (@torfjelde)

v0.2.4

AdvancedVI v0.2.4

Diff since v0.2.3

Closed issues:

• Hyper-parameter optimization (#8)
• Improving mechanism for updating parameters of distributions (#18)
• Zygote should be preferred to ReverseDiff for reverse mode default (#23)
• VI+PSIS (#28)
• Pathfinder (#29)
• Need a weighted loss function/ log likelihood (#44)

Merged pull requests:

• CompatHelper: bump compat for Bijectors to 0.13, (keep existing compat) (#48) (@github-actions[bot])

v0.2.3

AdvancedVI v0.2.3

Diff since v0.2.2

Merged pull requests:

• CompatHelper: bump compat for StatsBase to 0.34, (keep existing compat) (#47) (@github-actions[bot])

v0.2.2

AdvancedVI v0.2.2

Diff since v0.2.1

Merged pull requests:

• Add Enzyme support (#42) (@devmotion)

v0.2.1

AdvancedVI v0.2.1

Diff since v0.2.0

Merged pull requests:

• Use Random.default_rng (#43) (@devmotion)

v0.2.0

AdvancedVI v0.2.0

Diff since v0.1.6

Merged pull requests:

• CompatHelper: bump compat for Bijectors to 0.11, (keep existing compat) (#40) (@github-actions[bot])
• Bump Bijectors.jl compat bounds (#41) (@torfjelde)

v0.1.6

AdvancedVI v0.1.6

Diff since v0.1.5

Merged pull requests:

• CompatHelper: bump compat for DocStringExtensions to 0.9, (keep existing compat) (#37) (@github-actions[bot])

v0.1.5

AdvancedVI v0.1.5

Diff since v0.1.4

Merged pull requests:

• CompatHelper: bump compat for StatsFuns to 1, (keep existing compat) (#35) (@github-actions[bot])
• CompatHelper: bump compat for Bijectors to 0.10, (keep existing compat) (#36) (@github-actions[bot])

v0.1.4

AdvancedVI v0.1.4

Diff since v0.1.3

Closed issues:

• SVGD (#33)
• Both Bijectors and Distributions export "Distribution" (#30)

Merged pull requests:

• More reasonable default values of chunk size (#34) (@devmotion)