v0.2.0

NormalizingFlows v0.2.0

Diff since v0.1.0

Breaking changes

• Dependency Changes: we adopted DifferentiationInterface.jl and removed AD-backend specific package extensions

• Function Signature Modifications: The train_flow function signature has changed, and the way arguments are handled has been refined. Please refer to the doctring for details.

• Exported Functions: The removal of value_and_gradient! from the list of exported functions will break any code that relies on it.

Merged pull requests:

• CompatHelper: bump compat for Optimisers to 0.3, (keep existing compat) (#29) (@github-actions[bot])
• CompatHelper: bump compat for ADTypes to 0.2, (keep existing compat) (#31) (@github-actions[bot])
• CompatHelper: bump compat for ADTypes to 1, (keep existing compat) (#32) (@github-actions[bot])
• CompatHelper: bump compat for Enzyme in [weakdeps] to 0.12, (keep existing compat) (#34) (@github-actions[bot])
• fix doc build failure (#35) (@zuhengxu)
• CompatHelper: bump compat for Enzyme in [weakdeps] to 0.13, (keep existing compat) (#39) (@github-actions[bot])
• CompatHelper: bump compat for Bijectors to 0.14, (keep existing compat) (#41) (@github-actions[bot])
• Documentation and Turing Navigation CI improvement (#45) (@shravanngoswamii)
• Change to DifferentiationInterface (#46) (@zuhengxu)

Closed issues:

• enable Enzyme support (#18)
• Enzyme extension unnecessarily computing original result (#37)

v0.1.0

NormalizingFlows v0.1.0

Closed issues:

• Make ReverseDiff, ForwardDiff, Enzyme as pkg extensions for conditional loading (#6)
• add support for stopping criterion for the triaining loop (#7)

Merged pull requests:

• implemented variational objectives (#1) (@zuhengxu)
• CompatHelper: add new compat entry for Zygote at version 0.6, (keep existing compat) (#2) (@github-actions[bot])
• CompatHelper: add new compat entry for DocStringExtensions at version 0.9, (keep existing compat) (#3) (@github-actions[bot])
• CompatHelper: bump compat for Bijectors to 0.13, (keep existing compat) (#5) (@github-actions[bot])
• add support for hasconverged + conditional loading pkgs (#8) (@zuhengxu)
• Fix Julia compat (#9) (@devmotion)
• CompatHelper: add new compat entry for DocStringExtensions at version 0.9, (keep existing compat) (#10) (@github-actions[bot])
• add more synthetic targets (#20) (@zuhengxu)
• CompatHelper: add new compat entry for Enzyme at version 0.11, (keep existing compat) (#21) (@github-actions[bot])
• CompatHelper: add new compat entry for Requires at version 1, (keep existing compat) (#24) (@github-actions[bot])
• Documentation (#27) (@zuhengxu)
• Fix math display errors in readme (#28) (@zuhengxu)