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Bump deps to latest, route AD through AbstractPPL instead of DifferentiationInterface#61

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Bump deps to latest, route AD through AbstractPPL instead of DifferentiationInterface#61
shravanngoswamii wants to merge 8 commits into
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sg/bump-deps-drop-di

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@shravanngoswamii shravanngoswamii commented Jul 16, 2026 •
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Supersedes #58, carrying over dependabot's bump (Bijectors 0.16, CUDA 6.2) with the stale exact pins refreshed.

Also removes DifferentiationInterface as a dependency. Gradients now go through AbstractPPL's evaluator interface (AbstractPPL.prepare / AbstractPPL.value_and_gradient!!), same as AdvancedVI and the rest of the Turing ecosystem. The AD backend package must now be loaded first: using ForwardDiff or using Mooncake for those backends, plus using DifferentiationInterface for the DI-routed ones (Zygote, ReverseDiff, Enzyme).

dependabot Bot and others added 4 commits July 16, 2026 21:11
@dependabot @shravanngoswamii
Bump the all-julia-packages group across 5 directories with 25 updates
85e7785 
Updates the requirements on [Bijectors](https://github.com/TuringLang/Bijectors.jl), [CUDA](https://github.com/JuliaGPU/CUDA.jl), [Distributions](https://github.com/JuliaStats/Distributions.jl), [Flux](https://github.com/FluxML/Flux.jl), [Functors](https://github.com/FluxML/Functors.jl), [Documenter](https://github.com/JuliaDocs/Documenter.jl), [LiveServer](https://github.com/JuliaDocs/LiveServer.jl), [NormalizingFlows](https://github.com/TuringLang/NormalizingFlows.jl), [DifferentiationInterface](https://github.com/JuliaDiff/DifferentiationInterface.jl), [StatsBase](https://github.com/JuliaStats/StatsBase.jl), [DocStringExtensions](https://github.com/JuliaDocs/DocStringExtensions.jl), [ProgressMeter](https://github.com/timholy/ProgressMeter.jl), [Optimisers](https://github.com/FluxML/Optimisers.jl), [ADTypes](https://github.com/SciML/ADTypes.jl), [BenchmarkTools](https://github.com/JuliaCI/BenchmarkTools.jl), [DiffResults](https://github.com/JuliaDiff/DiffResults.jl), [LogDensityProblems](https://github.com/tpapp/LogDensityProblems.jl), [IrrationalConstants](https://github.com/JuliaMath/IrrationalConstants.jl), [ReverseDiff](https://github.com/JuliaDiff/ReverseDiff.jl), [Plots](https://github.com/JuliaPlots/Plots.jl), [Enzyme](https://github.com/EnzymeAD/Enzyme.jl), [Zygote](https://github.com/FluxML/Zygote.jl), [Mooncake](https://github.com/chalk-lab/Mooncake.jl), [MonotonicSplines](https://github.com/bat/MonotonicSplines.jl) and [ForwardDiff](https://github.com/JuliaDiff/ForwardDiff.jl) to permit the latest version.

Updates `Bijectors` to 0.16.1
- [Release notes](https://github.com/TuringLang/Bijectors.jl/releases)
- [Changelog](https://github.com/TuringLang/Bijectors.jl/blob/main/HISTORY.md)
- [Commits](https://github.com/TuringLang/Bijectors.jl/commits/v0.16.1)

Updates `CUDA` to 6.2.0
- [Release notes](https://github.com/JuliaGPU/CUDA.jl/releases)
- [Commits](JuliaGPU/CUDA.jl@v5.0.0...v6.2.0)

Updates `Distributions` to 0.25.128
- [Release notes](https://github.com/JuliaStats/Distributions.jl/releases)
- [Commits](JuliaStats/Distributions.jl@0.2.2...v0.25.128)

Updates `Bijectors` to 0.16.1
- [Release notes](https://github.com/TuringLang/Bijectors.jl/releases)
- [Changelog](https://github.com/TuringLang/Bijectors.jl/blob/main/HISTORY.md)
- [Commits](https://github.com/TuringLang/Bijectors.jl/commits/v0.16.1)

Updates `Flux` to 0.16.10
- [Release notes](https://github.com/FluxML/Flux.jl/releases)
- [Changelog](https://github.com/FluxML/Flux.jl/blob/master/NEWS.md)
- [Commits](FluxML/Flux.jl@v0.1.0...v0.16.10)

Updates `Functors` to 0.5.2
- [Release notes](https://github.com/FluxML/Functors.jl/releases)
- [Commits](FluxML/Functors.jl@v0.1.0...v0.5.2)

Updates `Documenter` to 1.17.0
- [Release notes](https://github.com/JuliaDocs/Documenter.jl/releases)
- [Changelog](https://github.com/JuliaDocs/Documenter.jl/blob/master/CHANGELOG.md)
- [Commits](JuliaDocs/Documenter.jl@v0.1.0...v1.17.0)

Updates `LiveServer` to 1.5.0
- [Release notes](https://github.com/JuliaDocs/LiveServer.jl/releases)
- [Commits](JuliaDocs/LiveServer.jl@v0.1.0...v1.5.0)

Updates `NormalizingFlows` to 0.2.2
- [Release notes](https://github.com/TuringLang/NormalizingFlows.jl/releases)
- [Commits](v0.1.0...v0.2.2)

Updates `Distributions` to 0.25.128
- [Release notes](https://github.com/JuliaStats/Distributions.jl/releases)
- [Commits](JuliaStats/Distributions.jl@0.2.2...v0.25.128)

Updates `Bijectors` to 0.16.1
- [Release notes](https://github.com/TuringLang/Bijectors.jl/releases)
- [Changelog](https://github.com/TuringLang/Bijectors.jl/blob/main/HISTORY.md)
- [Commits](https://github.com/TuringLang/Bijectors.jl/commits/v0.16.1)

Updates `DifferentiationInterface` to 0.7.18
- [Release notes](https://github.com/JuliaDiff/DifferentiationInterface.jl/releases)
- [Commits](JuliaDiff/DifferentiationInterface.jl@DifferentiationInterface-v0.1.0...DifferentiationInterface-v0.7.18)

Updates `StatsBase` to 0.34.12
- [Release notes](https://github.com/JuliaStats/StatsBase.jl/releases)
- [Commits](JuliaStats/StatsBase.jl@0.2.3...v0.34.12)

Updates `DocStringExtensions` to 0.9.5
- [Release notes](https://github.com/JuliaDocs/DocStringExtensions.jl/releases)
- [Commits](JuliaDocs/DocStringExtensions.jl@v0.1.0...v0.9.5)

Updates `ProgressMeter` to 1.11.0
- [Release notes](https://github.com/timholy/ProgressMeter.jl/releases)
- [Commits](timholy/ProgressMeter.jl@v0.0.2...v1.11.0)

Updates `Optimisers` to 0.4.7
- [Release notes](https://github.com/FluxML/Optimisers.jl/releases)
- [Commits](FluxML/Optimisers.jl@v0.1.0...v0.4.7)

Updates `Functors` to 0.5.2
- [Release notes](https://github.com/FluxML/Functors.jl/releases)
- [Commits](FluxML/Functors.jl@v0.1.0...v0.5.2)

Updates `ADTypes` to 1.22.1
- [Release notes](https://github.com/SciML/ADTypes.jl/releases)
- [Commits](SciML/ADTypes.jl@v0.1.0...v1.22.1)

Updates `NormalizingFlows` to 0.2.2
- [Release notes](https://github.com/TuringLang/NormalizingFlows.jl/releases)
- [Commits](v0.1.0...v0.2.2)

Updates `BenchmarkTools` to 1.8.0
- [Release notes](https://github.com/JuliaCI/BenchmarkTools.jl/releases)
- [Commits](JuliaCI/BenchmarkTools.jl@v0.0.1...v1.8.0)

Updates `DiffResults` to 1.1.0
- [Release notes](https://github.com/JuliaDiff/DiffResults.jl/releases)
- [Commits](JuliaDiff/DiffResults.jl@v0.0.1...v1.1.0)

Updates `LogDensityProblems` to 2.2.0
- [Release notes](https://github.com/tpapp/LogDensityProblems.jl/releases)
- [Changelog](https://github.com/tpapp/LogDensityProblems.jl/blob/master/CHANGELOG.md)
- [Commits](tpapp/LogDensityProblems.jl@v0.1.0...v2.2.0)

Updates `IrrationalConstants` to 0.2.6
- [Release notes](https://github.com/JuliaMath/IrrationalConstants.jl/releases)
- [Commits](JuliaMath/IrrationalConstants.jl@v0.1.0...v0.2.6)

Updates `ReverseDiff` to 1.17.0
- [Release notes](https://github.com/JuliaDiff/ReverseDiff.jl/releases)
- [Commits](JuliaDiff/ReverseDiff.jl@v0.0.1...v1.17.0)

Updates `Plots` to 1.41.6
- [Release notes](https://github.com/JuliaPlots/Plots.jl/releases)
- [Changelog](https://github.com/JuliaPlots/Plots.jl/blob/v2/NEWS.md)
- [Commits](JuliaPlots/Plots.jl@Plots-v1.41.5+docs...Plots-v1.41.6)

Updates `Enzyme` to 0.13.168
- [Release notes](https://github.com/EnzymeAD/Enzyme.jl/releases)
- [Commits](EnzymeAD/Enzyme.jl@v0.1.0...v0.13.168)

Updates `Zygote` to 0.7.11
- [Release notes](https://github.com/FluxML/Zygote.jl/releases)
- [Commits](FluxML/Zygote.jl@v0.1.0...v0.7.11)

Updates `Mooncake` to 0.5.33
- [Release notes](https://github.com/chalk-lab/Mooncake.jl/releases)
- [Changelog](https://github.com/chalk-lab/Mooncake.jl/blob/main/HISTORY.md)
- [Commits](chalk-lab/Mooncake.jl@v0.4.142...v0.5.33)

Updates `MonotonicSplines` to 0.3.3
- [Release notes](https://github.com/bat/MonotonicSplines.jl/releases)
- [Commits](bat/MonotonicSplines.jl@v0.1.0...v0.3.3)

Updates `Distributions` to 0.25.128
- [Release notes](https://github.com/JuliaStats/Distributions.jl/releases)
- [Commits](JuliaStats/Distributions.jl@0.2.2...v0.25.128)

Updates `Bijectors` to 0.16.1
- [Release notes](https://github.com/TuringLang/Bijectors.jl/releases)
- [Changelog](https://github.com/TuringLang/Bijectors.jl/blob/main/HISTORY.md)
- [Commits](https://github.com/TuringLang/Bijectors.jl/commits/v0.16.1)

Updates `DifferentiationInterface` to 0.7.18
- [Release notes](https://github.com/JuliaDiff/DifferentiationInterface.jl/releases)
- [Commits](JuliaDiff/DifferentiationInterface.jl@DifferentiationInterface-v0.1.0...DifferentiationInterface-v0.7.18)

Updates `Flux` to 0.16.10
- [Release notes](https://github.com/FluxML/Flux.jl/releases)
- [Changelog](https://github.com/FluxML/Flux.jl/blob/master/NEWS.md)
- [Commits](FluxML/Flux.jl@v0.1.0...v0.16.10)

Updates `Optimisers` to 0.4.7
- [Release notes](https://github.com/FluxML/Optimisers.jl/releases)
- [Commits](FluxML/Optimisers.jl@v0.1.0...v0.4.7)

Updates `Functors` to 0.5.2
- [Release notes](https://github.com/FluxML/Functors.jl/releases)
- [Commits](FluxML/Functors.jl@v0.1.0...v0.5.2)

Updates `ADTypes` to 1.22.1
- [Release notes](https://github.com/SciML/ADTypes.jl/releases)
- [Commits](SciML/ADTypes.jl@v0.1.0...v1.22.1)

Updates `NormalizingFlows` to 0.2.2
- [Release notes](https://github.com/TuringLang/NormalizingFlows.jl/releases)
- [Commits](v0.1.0...v0.2.2)

Updates `ReverseDiff` to 1.17.0
- [Release notes](https://github.com/JuliaDiff/ReverseDiff.jl/releases)
- [Commits](JuliaDiff/ReverseDiff.jl@v0.0.1...v1.17.0)

Updates `Enzyme` to 0.13.168
- [Release notes](https://github.com/EnzymeAD/Enzyme.jl/releases)
- [Commits](EnzymeAD/Enzyme.jl@v0.1.0...v0.13.168)

Updates `Zygote` to 0.7.11
- [Release notes](https://github.com/FluxML/Zygote.jl/releases)
- [Commits](FluxML/Zygote.jl@v0.1.0...v0.7.11)

Updates `Mooncake` to 0.5.33
- [Release notes](https://github.com/chalk-lab/Mooncake.jl/releases)
- [Changelog](https://github.com/chalk-lab/Mooncake.jl/blob/main/HISTORY.md)
- [Commits](chalk-lab/Mooncake.jl@v0.4.142...v0.5.33)

Updates `ForwardDiff` to 1.4.1
- [Release notes](https://github.com/JuliaDiff/ForwardDiff.jl/releases)
- [Commits](JuliaDiff/ForwardDiff.jl@v0.0.2...v1.4.1)

Updates `Distributions` to 0.25.128
- [Release notes](https://github.com/JuliaStats/Distributions.jl/releases)
- [Commits](JuliaStats/Distributions.jl@0.2.2...v0.25.128)

Updates `Bijectors` to 0.16.1
- [Release notes](https://github.com/TuringLang/Bijectors.jl/releases)
- [Changelog](https://github.com/TuringLang/Bijectors.jl/blob/main/HISTORY.md)
- [Commits](https://github.com/TuringLang/Bijectors.jl/commits/v0.16.1)

Updates `Flux` to 0.16.10
- [Release notes](https://github.com/FluxML/Flux.jl/releases)
- [Changelog](https://github.com/FluxML/Flux.jl/blob/master/NEWS.md)
- [Commits](FluxML/Flux.jl@v0.1.0...v0.16.10)

Updates `CUDA` to 6.2.0
- [Release notes](https://github.com/JuliaGPU/CUDA.jl/releases)
- [Commits](JuliaGPU/CUDA.jl@v5.0.0...v6.2.0)

Updates `NormalizingFlows` to 0.2.2
- [Release notes](https://github.com/TuringLang/NormalizingFlows.jl/releases)
- [Commits](v0.1.0...v0.2.2)

---
updated-dependencies:
- dependency-name: ADTypes
  dependency-version: 1.22.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: ADTypes
  dependency-version: 1.22.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: BenchmarkTools
  dependency-version: 1.8.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Bijectors
  dependency-version: 0.16.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Bijectors
  dependency-version: 0.16.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Bijectors
  dependency-version: 0.16.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Bijectors
  dependency-version: 0.16.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Bijectors
  dependency-version: 0.16.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: CUDA
  dependency-version: 6.1.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: CUDA
  dependency-version: 6.1.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: DifferentiationInterface
  dependency-version: 0.7.18
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: DifferentiationInterface
  dependency-version: 0.7.18
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: DiffResults
  dependency-version: 1.1.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Distributions
  dependency-version: 0.25.126
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Distributions
  dependency-version: 0.25.126
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Distributions
  dependency-version: 0.25.126
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Distributions
  dependency-version: 0.25.126
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: DocStringExtensions
  dependency-version: 0.9.5
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Documenter
  dependency-version: 1.17.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Enzyme
  dependency-version: 0.13.153
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Enzyme
  dependency-version: 0.13.153
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Flux
  dependency-version: 0.16.10
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Flux
  dependency-version: 0.16.10
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Flux
  dependency-version: 0.16.10
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: ForwardDiff
  dependency-version: 1.3.3
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Functors
  dependency-version: 0.5.2
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Functors
  dependency-version: 0.5.2
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Functors
  dependency-version: 0.5.2
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: IrrationalConstants
  dependency-version: 0.2.6
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: LiveServer
  dependency-version: 1.5.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: LogDensityProblems
  dependency-version: 2.2.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: MonotonicSplines
  dependency-version: 0.3.3
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Mooncake
  dependency-version: 0.5.31
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Mooncake
  dependency-version: 0.5.31
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: NormalizingFlows
  dependency-version: 0.2.2
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: NormalizingFlows
  dependency-version: 0.2.2
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: NormalizingFlows
  dependency-version: 0.2.2
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: NormalizingFlows
  dependency-version: 0.2.2
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Optimisers
  dependency-version: 0.4.7
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Optimisers
  dependency-version: 0.4.7
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Plots
  dependency-version: 1.41.6
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: ProgressMeter
  dependency-version: 1.11.0
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: ReverseDiff
  dependency-version: 1.16.2
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: ReverseDiff
  dependency-version: 1.16.2
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: StatsBase
  dependency-version: 0.34.11
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Zygote
  dependency-version: 0.7.10
  dependency-type: direct:production
  dependency-group: all-julia-packages
- dependency-name: Zygote
  dependency-version: 0.7.10
  dependency-type: direct:production
  dependency-group: all-julia-packages
...

Signed-off-by: dependabot[bot] <support@github.com>
@shravanngoswamii
Refresh test pins, this PR sat for 3 weeks and several patches shippe…
5acdbb5 
…d since
@shravanngoswamii
Route AD through AbstractPPL's evaluator interface, drop Differentiat…
497285e 
…ionInterface
@shravanngoswamii
Bump version to 0.3.0 and add HISTORY.md
11d1d70
@shravanngoswamii shravanngoswamii mentioned this pull request Jul 16, 2026
Closed
@github-actions

github-actions Bot commented Jul 16, 2026

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NormalizingFlows.jl documentation for PR #61 is available at:
https://TuringLang.github.io/NormalizingFlows.jl/previews/PR61/

@shravanngoswamii
shravanngoswamii requested review from sunxd3 and yebai July 16, 2026 16:23
yebai
yebai reviewed Jul 17, 2026
View reviewed changes
Comment thread example/demo_neural_spline_flow.jl
using Functors
using Optimisers, ADTypes
using Zygote
using Zygote, DifferentiationInterface

@yebai yebai Jul 17, 2026

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Can you try to replace Zygote with Mooncake too?

@shravanngoswamii shravanngoswamii Jul 17, 2026

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Sure!

@shravanngoswamii
shravanngoswamii marked this pull request as draft July 18, 2026 16:16
shravanngoswamii and others added 2 commits July 20, 2026 13:14
@shravanngoswamii
Merge remote-tracking branch 'origin/main' into sg/bump-deps-drop-di
86d0cee 
# Conflicts:
#	Project.toml
#	docs/Project.toml
#	example/Project.toml
#	test/Project.toml
#	test/ext/CUDA/Project.toml
@shravanngoswamii @claude
cap Enzyme below 0.13.189 in the test environment
0d7bd82 
Enzyme 0.13.189 fails with an LLVM canonicalization error on Julia 1.10; 0.13.188 is fine.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@shravanngoswamii @yebai