marius311
Unable to run demo in document
I'm trying to use MuseInference in conjunction with Turing，but the demo in the documentation doesn't work.Here is my code: using MuseInference, Turing using AbstractDifferentiation, Dates, LinearAlgebra, Printf, Plots, Random, Zygote Turing.setadbackend(:zygote)
@model function funnel() θ ~ Normal(0, 3) z ~ MvNormal(zeros(2048), exp(θ)*I) x ~ MvNormal(z, I) end
Random.seed!(1) (;x) = rand(funnel() | (θ=0,)) model = funnel() | (;x)
Random.seed!(2) chain = @time sample(model, NUTS(100, 0.65, init_ϵ=0.5), 500) chain = @time muse(model, NUTS(100, 0.65, init_ϵ=0.5), 500)
Run the code and report an error： MethodError: no method matching muse!(::MuseResult, ::DynamicPPL.Model{typeof(funnel), (), (), (), Tuple{}, Tuple{}, DynamicPPL.ConditionContext{NamedTuple{(:x,), Tuple{Vector{Float64}}}, DynamicPPL.DefaultContext}}, ::NUTS{AutoForwardDiff{0, Nothing}, (), AdvancedHMC.DiagEuclideanMetric}, ::Int64)
Closest candidates are: muse!(::MuseResult, ::MuseInference.AbstractMuseProblem, ::Any; rng, z₀, maxsteps, θ_rtol, ∇z_logLike_atol, nsims, α, progress, pool, regularize, H⁻¹_like′, H⁻¹_update, broyden_memory, checkpoint_filename, get_covariance, save_MAPs) @ MuseInference ~/.julia/packages/MuseInference/IjAqZ/src/muse.jl:112 muse!(::MuseResult, ::MuseInference.AbstractMuseProblem) @ MuseInference ~/.julia/packages/MuseInference/IjAqZ/src/muse.jl:112
Stacktrace: [1] muse(::DynamicPPL.Model{typeof(funnel), (), (), (), Tuple{}, Tuple{}, DynamicPPL.ConditionContext{NamedTuple{(:x,), Tuple{Vector{Float64}}}, DynamicPPL.DefaultContext}}, ::Vararg{Any}; kwargs::Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}) @ MuseInference ~/.julia/packages/MuseInference/IjAqZ/src/muse.jl:107 [2] muse(::DynamicPPL.Model{typeof(funnel), (), (), (), Tuple{}, Tuple{}, DynamicPPL.ConditionContext{NamedTuple{(:x,), Tuple{Vector{Float64}}}, DynamicPPL.DefaultContext}}, ::Vararg{Any}) @ MuseInference ~/.julia/packages/MuseInference/IjAqZ/src/muse.jl:107 [3] top-level scope @ ./timing.jl:273 [inlined] [4] top-level scope @ ~/Desktop/posterior pgf/1.jl:0
What could be wrong with this?Is this because there is a mismatch between packages or is there an issue with my usage method？I have no idea.Here are the versions of my various packages, with the code running in the MacOS environment：
Status ~/.julia/environments/v1.9/Manifest.toml
⌅ [47edcb42] ADTypes v0.2.7
⌅ [c3fe647b] AbstractAlgebra v0.27.10
⌅ [c29ec348] AbstractDifferentiation v0.5.3
[621f4979] AbstractFFTs v1.5.0
⌅ [398f06c4] AbstractLattices v0.2.1
⌅ [80f14c24] AbstractMCMC v4.4.2
⌅ [7a57a42e] AbstractPPL v0.6.2
[1520ce14] AbstractTrees v0.4.5
[7d9f7c33] Accessors v0.1.36
⌅ [79e6a3ab] Adapt v3.7.2
⌅ [0bf59076] AdvancedHMC v0.5.5
⌅ [5b7e9947] AdvancedMH v0.7.4
⌅ [576499cb] AdvancedPS v0.4.3
⌃ [b5ca4192] AdvancedVI v0.2.4
[66dad0bd] AliasTables v1.1.3
[dce04be8] ArgCheck v2.3.0
[ec485272] ArnoldiMethod v0.4.0
[7d9fca2a] Arpack v0.5.4
⌅ [4fba245c] ArrayInterface v6.0.17
[30b0a656] ArrayInterfaceCore v0.1.29
[6ba088a2] ArrayInterfaceGPUArrays v0.2.2
⌃ [015c0d05] ArrayInterfaceOffsetArrays v0.1.5
⌃ [b0d46f97] ArrayInterfaceStaticArrays v0.1.2
[dd5226c6] ArrayInterfaceStaticArraysCore v0.1.4
⌅ [4c555306] ArrayLayouts v0.8.19
⌅ [65a8f2f4] ArraysOfArrays v0.5.10
[a9b6321e] Atomix v0.1.0
⌅ [15f4f7f2] AutoHashEquals v0.2.0
[13072b0f] AxisAlgorithms v1.1.0
[39de3d68] AxisArrays v0.4.7
⌅ [ab4f0b2a] BFloat16s v0.4.2
⌅ [aae01518] BandedMatrices v0.17.18
⌅ [198e06fe] BangBang v0.3.40
[9718e550] Baselet v0.1.1
[6e4b80f9] BenchmarkTools v1.5.0
[e2ed5e7c] Bijections v0.1.6
[76274a88] Bijectors v0.13.12
[d1d4a3ce] BitFlags v0.1.8
[62783981] BitTwiddlingConvenienceFunctions v0.1.5
[a134a8b2] BlackBoxOptim v0.6.3
⌅ [764a87c0] BoundaryValueDiffEq v2.11.0
⌅ [fa961155] CEnum v0.4.2
⌅ [2a0fbf3d] CPUSummary v0.1.30
[a9c8d775] CPUTime v1.0.0
[336ed68f] CSV v0.10.14
⌅ [052768ef] CUDA v4.4.2
⌅ [1af6417a] CUDA_Runtime_Discovery v0.2.4
[49dc2e85] Calculus v0.5.1
[082447d4] ChainRules v1.68.0
[d360d2e6] ChainRulesCore v1.24.0
[9e997f8a] ChangesOfVariables v0.1.8
⌃ [fb6a15b2] CloseOpenIntervals v0.1.11
[aaaa29a8] Clustering v0.15.7
[523fee87] CodecBzip2 v0.8.2
[944b1d66] CodecZlib v0.7.4
[35d6a980] ColorSchemes v3.25.0
[3da002f7] ColorTypes v0.11.5
[c3611d14] ColorVectorSpace v0.10.0
[5ae59095] Colors v0.12.11
[861a8166] Combinatorics v1.0.2
[3709ef60] CommonEq v0.2.1
[38540f10] CommonSolve v0.2.4
[bbf7d656] CommonSubexpressions v0.3.0
[34da2185] Compat v4.15.0
⌅ [b0b7db55] ComponentArrays v0.13.7
[b152e2b5] CompositeTypes v0.1.4
[a33af91c] CompositionsBase v0.1.2
[2569d6c7] ConcreteStructs v0.2.3
[f0e56b4a] ConcurrentUtilities v2.4.1
[8f4d0f93] Conda v1.10.0
[88cd18e8] ConsoleProgressMonitor v0.1.2
[187b0558] ConstructionBase v1.5.5
[6add18c4] ContextVariablesX v0.1.3
[d38c429a] Contour v0.6.3
[587fd27a] CovarianceEstimation v0.2.12
[adafc99b] CpuId v0.3.1
[a8cc5b0e] Crayons v4.1.1
[667455a9] Cubature v1.5.1
[717857b8] DSP v0.7.9
[9a962f9c] DataAPI v1.16.0
[a93c6f00] DataFrames v1.6.1
[864edb3b] DataStructures v0.18.20
[e2d170a0] DataValueInterfaces v1.0.0
[244e2a9f] DefineSingletons v0.1.2
⌃ [bcd4f6db] DelayDiffEq v5.40.0
[8bb1440f] DelimitedFiles v1.9.1
[b429d917] DensityInterface v0.4.0
⌅ [2b5f629d] DiffEqBase v6.95.2
⌅ [459566f4] DiffEqCallbacks v2.26.1
[77a26b50] DiffEqNoiseProcess v5.21.0
[163ba53b] DiffResults v1.1.0
[b552c78f] DiffRules v1.15.1
⌃ [0c46a032] DifferentialEquations v7.2.0
[b4f34e82] Distances v0.10.11
[31c24e10] Distributions v0.25.109
⌃ [ced4e74d] DistributionsAD v0.6.45
[ffbed154] DocStringExtensions v0.9.3
⌅ [5b8099bc] DomainSets v0.5.14
[497a8b3b] DoubleFloats v1.3.8
[fa6b7ba4] DualNumbers v0.6.8
[6c76993d] DynamicIterators v0.4.3
⌅ [366bfd00] DynamicPPL v0.23.21
⌅ [7c1d4256] DynamicPolynomials v0.4.6
[fdbdab4c] ElasticArrays v1.2.12
⌅ [cad2338a] EllipticalSliceSampling v1.0.0
[4e289a0a] EnumX v1.0.4
[24df6009] ExactOptimalTransport v0.2.5
[460bff9d] ExceptionUnwrapping v0.1.10
⌅ [d4d017d3] ExponentialUtilities v1.23.0
[e2ba6199] ExprTools v0.1.10
[c87230d0] FFMPEG v0.4.1
[7a1cc6ca] FFTW v1.8.0
[cc61a311] FLoops v0.2.1
[b9860ae5] FLoopsBase v0.1.1
⌅ [7034ab61] FastBroadcast v0.2.4
[9aa1b823] FastClosures v0.3.2
[442a2c76] FastGaussQuadrature v1.0.2
⌅ [29a986be] FastLapackInterface v1.2.9
[5789e2e9] FileIO v1.16.3
[48062228] FilePathsBase v0.9.21
⌅ [1a297f60] FillArrays v0.13.11
⌅ [6a86dc24] FiniteDiff v2.17.0
[26cc04aa] FiniteDifferences v0.12.32
[53c48c17] FixedPointNumbers v0.8.5
[b67e1e5a] FlexLinearAlgebra v0.1.0
⌃ [587475ba] Flux v0.13.17
[59287772] Formatting v0.4.3
[f6369f11] ForwardDiff v0.10.36
[069b7b12] FunctionWrappers v1.1.3
[77dc65aa] FunctionWrappersWrappers v0.1.3
[d9f16b24] Functors v0.4.10
[60bf3e95] GLPK v1.2.1
⌅ [0c68f7d7] GPUArrays v8.8.1
⌅ [46192b85] GPUArraysCore v0.1.5
⌅ [61eb1bfa] GPUCompiler v0.21.4
[28b8d3ca] GR v0.73.5
[6b9d7cbe] GeneralizedGenerated v0.3.3
[14197337] GenericLinearAlgebra v0.3.11
[c145ed77] GenericSchur v0.5.4
[86223c79] Graphs v1.11.0
[bb4c363b] GridInterpolations v1.1.3
[42e2da0e] Grisu v1.0.2
⌅ [0b43b601] Groebner v0.2.11
⌅ [d5909c97] GroupsCore v0.4.2
[2e9cd046] Gurobi v1.3.0
[19dc6840] HCubature v1.6.0
[cd3eb016] HTTP v1.10.8
[3e5b6fbb] HostCPUFeatures v0.1.16
[34004b35] HypergeometricFunctions v0.3.23
[7073ff75] IJulia v1.24.2
[7869d1d1] IRTools v0.4.14
[615f187c] IfElse v0.1.1
[e1ba4f0e] Infinities v0.1.8
[d25df0c9] Inflate v0.1.5
[22cec73e] InitialValues v0.3.1
[842dd82b] InlineStrings v1.4.0
[505f98c9] InplaceOps v0.3.0
[18e54dd8] IntegerMathUtils v0.1.2
[a98d9a8b] Interpolations v0.15.1
[8197267c] IntervalSets v0.7.10
[3587e190] InverseFunctions v0.1.14
[41ab1584] InvertedIndices v1.3.0
⌅ [92d709cd] IrrationalConstants v0.1.1
[c8e1da08] IterTools v1.10.0
[42fd0dbc] IterativeSolvers v0.9.4
[82899510] IteratorInterfaceExtensions v1.0.0
[1019f520] JLFzf v0.1.7
[692b3bcd] JLLWrappers v1.5.0
[682c06a0] JSON v0.21.4
[4076af6c] JuMP v1.22.1
[b14d175d] JuliaVariables v0.2.4
⌅ [ccbc3e58] JumpProcesses v9.5.1
⌅ [ef3ab10e] KLU v0.4.1
[63c18a36] KernelAbstractions v0.9.19
[5ab0869b] KernelDensity v0.6.9
[4d827475] KeywordCalls v0.2.5
[ba0b0d4f] Krylov v0.9.6
⌅ [0b1a1467] KrylovKit v0.6.1
[5be7bae1] LBFGSB v0.4.1
⌅ [929cbde3] LLVM v6.6.3
[8ac3fa9e] LRUCache v1.6.1
[b964fa9f] LaTeXStrings v1.3.1
⌅ [2ee39098] LabelledArrays v1.13.0
[984bce1d] LambertW v0.4.6
⌅ [23fbe1c1] Latexify v0.15.21
⌃ [10f19ff3] LayoutPointers v0.1.13
[50d2b5c4] Lazy v0.15.1
⌅ [5078a376] LazyArrays v0.22.18
[1d6d02ad] LeftChildRightSiblingTrees v0.2.0
[2d8b4e74] LevyArea v1.0.0
[6f1fad26] Libtask v0.8.7
[9c8b4983] LightXML v0.9.1
[d3d80556] LineSearches v7.2.0
⌅ [9b3f67b0] LinearAlgebraX v0.0.3
[7a12625a] LinearMaps v3.11.2
⌅ [7ed4a6bd] LinearSolve v1.37.0
[6fdf6af0] LogDensityProblems v2.1.1
[996a588d] LogDensityProblemsAD v1.9.0
[2ab3a3ac] LogExpFunctions v0.3.28
[aa2f6b4e] LogarithmicNumbers v1.4.0
[e6f89c97] LoggingExtras v1.0.3
⌃ [bdcacae8] LoopVectorization v0.12.118
[2fda8390] LsqFit v0.15.0
[c7f686f2] MCMCChains v6.0.6
[be115224] MCMCDiagnosticTools v0.3.10
⌅ [6e857e4b] MCMCDiagnostics v0.3.0
[e80e1ace] MLJModelInterface v1.10.0
[d8e11817] MLStyle v0.4.17
[f1d291b0] MLUtils v0.4.4
[1914dd2f] MacroTools v0.5.13
[d125e4d3] ManualMemory v0.1.8
[dbb5928d] MappedArrays v0.4.2
[18c93696] MathLink v0.6.0
[b8f27783] MathOptInterface v1.30.0
⌅ [a3b82374] MatrixFactorizations v0.9.6
[739be429] MbedTLS v1.1.9
⌅ [fa1605e6] MeasureBase v0.12.3
⌅ [eadaa1a4] MeasureTheory v0.16.5
[eff96d63] Measurements v2.11.0
[442fdcdd] Measures v0.3.2
⌅ [e9d8d322] Metatheory v1.3.5
⌅ [128add7d] MicroCollections v0.1.4
[e1d29d7a] Missings v1.2.0
[7475f97c] Mods v2.2.4
[46d2c3a1] MuladdMacro v0.2.4
[bdf0d083] MultiFloats v2.0.2
[3b2b4ff1] Multisets v0.4.4
⌅ [102ac46a] MultivariatePolynomials v0.4.7
[6f286f6a] MultivariateStats v0.10.2
[43b88160] MuseInference v0.2.4 https://github.com/marius311/MuseInference.jl#main
[d8a4904e] MutableArithmetics v1.4.4
[d41bc354] NLSolversBase v7.8.3
[2774e3e8] NLsolve v4.5.1
⌅ [872c559c] NNlib v0.8.21
[a00861dc] NNlibCUDA v0.2.7
[77ba4419] NaNMath v1.0.2
[71a1bf82] NameResolution v0.1.5
[86f7a689] NamedArrays v0.10.2
[d9ec5142] NamedTupleTools v0.14.3
[c020b1a1] NaturalSort v1.0.0
[b8a86587] NearestNeighbors v0.4.16
⌃ [a734d2a7] NestedTuples v0.3.10
⌅ [8913a72c] NonlinearSolve v0.3.22
[510215fc] Observables v0.5.5
[6fe1bfb0] OffsetArrays v1.14.0
[0b1bfda6] OneHotArrays v0.2.5
[4d8831e6] OpenSSL v1.4.3
[429524aa] Optim v1.9.4
[7e02d93a] OptimalTransport v0.3.19
⌅ [3bd65402] Optimisers v0.2.20
[bac558e1] OrderedCollections v1.6.3
⌅ [1dea7af3] OrdinaryDiffEq v6.25.0
[90014a1f] PDMats v0.11.31
[d96e819e] Parameters v0.12.3
[69de0a69] Parsers v2.8.1
[2ae35dd2] Permutations v0.4.21
[b98c9c47] Pipe v1.3.0
[e0fc9d43] PkgMirrors v1.3.0
[ccf2f8ad] PlotThemes v3.2.0
[995b91a9] PlotUtils v1.4.1
[91a5bcdd] Plots v1.40.4
[e409e4f3] PoissonRandom v0.4.4
⌅ [f517fe37] Polyester v0.6.12
⌅ [1d0040c9] PolyesterWeave v0.1.13
[f27b6e38] Polynomials v4.0.9
[2dfb63ee] PooledArrays v1.4.3
[85a6dd25] PositiveFactorizations v0.2.4
⌅ [d236fae5] PreallocationTools v0.4.11
[aea7be01] PrecompileTools v1.2.1
[21216c6a] Preferences v1.4.3
[8162dcfd] PrettyPrint v0.2.0
[54e16d92] PrettyPrinting v0.4.2
[08abe8d2] PrettyTables v2.3.2
[27ebfcd6] Primes v0.5.6
[33c8b6b6] ProgressLogging v0.1.4
[92933f4c] ProgressMeter v1.10.0
[43287f4e] PtrArrays v1.2.0
[438e738f] PyCall v1.96.4
[1fd47b50] QuadGK v2.9.4
[be4d8f0f] Quadmath v0.5.10
[74087812] Random123 v1.7.0
[fb686558] RandomExtensions v0.4.4
[e6cf234a] RandomNumbers v1.5.3
[b3c3ace0] RangeArrays v0.3.2
[c84ed2f1] Ratios v0.4.5
[c1ae055f] RealDot v0.1.0
[3cdcf5f2] RecipesBase v1.3.4
[01d81517] RecipesPipeline v0.6.12
⌅ [731186ca] RecursiveArrayTools v2.37.0
⌅ [f2c3362d] RecursiveFactorization v0.2.22
[189a3867] Reexport v1.2.2
[42d2dcc6] Referenceables v0.1.3
[05181044] RelocatableFolders v1.0.1
[ae029012] Requires v1.3.0
[ae5879a3] ResettableStacks v1.1.1
[708f8203] Richardson v1.4.2
[286e9d63] RingLists v0.2.8
[79098fc4] Rmath v0.7.1
[f2b01f46] Roots v2.1.5
⌅ [7e49a35a] RuntimeGeneratedFunctions v0.5.12
[fdea26ae] SIMD v3.5.0
[3cdde19b] SIMDDualNumbers v0.1.1
[94e857df] SIMDTypes v0.1.0
[476501e8] SLEEFPirates v0.6.42
[754583d1] SampleChains v0.5.1
⌅ [0bca4576] SciMLBase v1.97.0
⌅ [c0aeaf25] SciMLOperators v0.1.21
[30f210dd] ScientificTypesBase v3.0.0
[6c6a2e73] Scratch v1.2.1
[91c51154] SentinelArrays v1.4.3
[efcf1570] Setfield v1.1.1
[605ecd9f] ShowCases v0.1.0
[992d4aef] Showoff v1.0.3
[777ac1f9] SimpleBufferStream v1.1.0
⌅ [55797a34] SimpleGraphs v0.7.18
⌅ [727e6d20] SimpleNonlinearSolve v0.1.5
[ec83eff0] SimplePartitions v0.3.2
[cc47b68c] SimplePolynomials v0.2.17
⌅ [b2aef97b] SimplePosets v0.1.5
[a6525b86] SimpleRandom v0.3.1
[699a6c99] SimpleTraits v0.9.4
[ce78b400] SimpleUnPack v1.1.0
[66db9d55] SnoopPrecompile v1.0.3
[b85f4697] SoftGlobalScope v1.1.0
[a2af1166] SortingAlgorithms v1.2.1
[8ce77f84] Soss v0.21.2
⌅ [47a9eef4] SparseDiffTools v1.30.0
[dc90abb0] SparseInverseSubset v0.1.2
[e56a9233] Sparspak v0.3.9
[d4ead438] SpatialIndexing v0.1.6
[276daf66] SpecialFunctions v2.4.0
[171d559e] SplittablesBase v0.1.15
⌅ [aedffcd0] Static v0.6.6
[90137ffa] StaticArrays v1.9.4
[1e83bf80] StaticArraysCore v1.4.2
[64bff920] StatisticalTraits v3.3.0
[82ae8749] StatsAPI v1.7.0
⌅ [2913bbd2] StatsBase v0.33.21
[4c63d2b9] StatsFuns v1.3.1
[f3b207a7] StatsPlots v0.15.7
⌅ [9672c7b4] SteadyStateDiffEq v1.12.0
⌃ [789caeaf] StochasticDiffEq v6.53.0
⌅ [7792a7ef] StrideArraysCore v0.3.17
[892a3eda] StringManipulation v0.3.4
[09ab397b] StructArrays v0.6.18
⌃ [c3572dad] Sundials v4.15.1
⌃ [24249f21] SymPy v1.1.8
⌅ [2efcf032] SymbolicIndexingInterface v0.2.2
⌅ [d1185830] SymbolicUtils v0.19.11
⌅ [0c5d862f] Symbolics v4.14.0
[9449cd9e] TSVD v0.4.4
[ab02a1b2] TableOperations v1.2.0
[3783bdb8] TableTraits v1.0.1
[bd369af6] Tables v1.11.1
[6aa5eb33] TaylorSeries v0.17.7
[62fd8b95] TensorCore v0.1.1
⌅ [8ea1fca8] TermInterface v0.2.3
[5d786b92] TerminalLoggers v0.1.7
[8290d209] ThreadingUtilities v0.5.2
[ac1d9e8a] ThreadsX v0.1.12
[a759f4b9] TimerOutputs v0.5.24
[9f7883ad] Tracker v0.2.34
[2c80a279] Trajectories v0.2.2
[3bb67fe8] TranscodingStreams v0.10.9
⌃ [28d57a85] Transducers v0.4.80
⌅ [84d833dd] TransformVariables v0.6.4
[a2a6695c] TreeViews v0.3.0
⌅ [d5829a12] TriangularSolve v0.1.20
[410a4b4d] Tricks v0.1.8
[781d530d] TruncatedStacktraces v1.4.0
⌅ [615932cf] TupleVectors v0.1.5
⌃ [fce5fe82] Turing v0.29.3
[5c2747f8] URIs v1.5.1
[3a884ed6] UnPack v1.0.2
[1cfade01] UnicodeFun v0.4.1
[1986cc42] Unitful v1.20.0
[45397f5d] UnitfulLatexify v1.6.3
[c4a57d5a] UnsafeArrays v1.0.5
[013be700] UnsafeAtomics v0.2.1
[d80eeb9a] UnsafeAtomicsLLVM v0.1.4
[41fe7b60] Unzip v0.2.0
⌃ [3d5dd08c] VectorizationBase v0.21.58
[81def892] VersionParsing v1.3.0
[19fa3120] VertexSafeGraphs v0.2.0
[ea10d353] WeakRefStrings v1.4.2
[cc8bc4a8] Widgets v0.6.6
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I ran into the same problem and almost missed the warning message indicating the MuseInference is only compatible with Turing 0.28.0 (The OP was using Turing 0.29.0). Would it be possible to specify compat bounds?
The problem is that MuseInference doesn't require Turing, if I added a compat bound, then you'd always have to have Turing 0.28 in your project even if you don't use Turing at all, which might lead to some other dependency clash.
Another option I suppose is an entirely separate package MuseInferenceTuring that contains the glue code and that has the compat bound, but then the user has to both add it and using MuseInference, Turing, MuseInferenceTuring for it to work. But maybe I'll consider that.
In any case, I should update the comptible Turing versions, the problem is/was that this package had to hook into some somewhat low level Turing things and their internal API was rapidly changing/breaking. I'll see what I can do.
Thanks for your explanation. That sounds very frustrating. I couldn't find an easy way to verify whether package extensions would create the same potential for dependency conflicts. Do you know whether that is the case?
Its the same for package extensions, see https://discourse.julialang.org/t/question-about-new-package-extensions/92794?u=marius311 (note the first reply there by fredrikekre is actually incorrect)
That thread is basically what led to what I went with here.
That is unfortunate. It would be nice if the weak dependencies were actually weak---meaning Turing's version constraints only applied if Turing was a dependency in someone's project.