diff --git a/tutorials/01-gaussian-mixture-model/01_gaussian-mixture-model.jmd b/tutorials/01-gaussian-mixture-model/01_gaussian-mixture-model.jmd
index bdae6b9bb..88157a3ce 100644
--- a/tutorials/01-gaussian-mixture-model/01_gaussian-mixture-model.jmd
+++ b/tutorials/01-gaussian-mixture-model/01_gaussian-mixture-model.jmd
@@ -112,18 +112,19 @@ We generate multiple chains in parallel using multi-threading.
 ```julia
 sampler = Gibbs(PG(100, :k), HMC(0.05, 10, :μ, :w))
 nsamples = 100
-nchains = 3
-chains = sample(model, sampler, MCMCThreads(), nsamples, nchains);
+nchains = 4
+burn = 10
+chains = sample(model, sampler, MCMCThreads(), nsamples, nchains; discard_initial = burn);
 ```
 
 ```julia; echo=false
 let
-    # Verify that the output of the chain is as expected.
+    # Verify that the output of the chain is as expected
     for i in MCMCChains.chains(chains)
-        # μ[1] and μ[2] can switch places, so we sort the values first.
-        chain = Array(chains[:, ["μ[1]", "μ[2]"], i])
-        μ_mean = vec(mean(chain; dims=1))
-        @assert isapprox(sort(μ_mean), μ; rtol=0.1) "Difference between estimated mean of μ ($(sort(μ_mean))) and data-generating μ ($μ) unexpectedly large!"
+        # In this case, we *want* to see the degenerate behaviour
+        # So error if Rhat is *small*.
+        rhat = MCMCChains.rhat(chains)
+        @assert maximum(rhat[:, :rhat]) > 2 "Example intended to demonstrate multi-modality likely failed to find both modes!"
     end
 end
 ```
@@ -135,30 +136,83 @@ After sampling we can visualize the trace and density of the parameters of inter
 We consider the samples of the location parameters $\mu_1$ and $\mu_2$ for the two clusters.
 
 ```julia
-plot(chains[["μ[1]", "μ[2]"]]; colordim=:parameter, legend=true)
+plot(chains[["μ[1]", "μ[2]"]]; legend=true)
 ```
 
 It can happen that the modes of $\mu_1$ and $\mu_2$ switch between chains.
-For more information see the [Stan documentation](https://mc-stan.org/users/documentation/case-studies/identifying_mixture_models.html) for potential solutions.
+For more information see the [Stan documentation](https://mc-stan.org/users/documentation/case-studies/identifying_mixture_models.html). This is because it's possible for either model parameter $\mu_k$ to be assigned to either of the corresponding true means, and this assignment need not be consistent between chains. 
 
-We also inspect the samples of the mixture weights $w$.
+That is, the posterior is fundamentally multimodal, and different chains can end up in different modes, complicating inference.
+
+One solution here is to enforce an ordering on our $\mu$ vector, requiring $\mu_k > \mu_{k-1}$ for all $k$. 
+
+`Bijectors.jl` [provides](https://turinglang.org/Bijectors.jl/dev/transforms/#Bijectors.OrderedBijector) an easy transformation (`ordered()`) for this purpose:
+
+```julia
+@model function gaussian_mixture_model_ordered(x)
+    # Draw the parameters for each of the K=2 clusters from a standard normal distribution.
+    K = 2
+    μ ~ Bijectors.ordered(MvNormal(Zeros(K), I))
+
+    # Draw the weights for the K clusters from a Dirichlet distribution with parameters αₖ = 1.
+    w ~ Dirichlet(K, 1.0)
+    # Alternatively, one could use a fixed set of weights.
+    # w = fill(1/K, K)
+
+    # Construct categorical distribution of assignments.
+    distribution_assignments = Categorical(w)
+
+    # Construct multivariate normal distributions of each cluster.
+    D, N = size(x)
+    distribution_clusters = [MvNormal(Fill(μₖ, D), I) for μₖ in μ]
+
+    # Draw assignments for each datum and generate it from the multivariate normal distribution.
+    k = Vector{Int}(undef, N)
+    for i in 1:N
+        k[i] ~ distribution_assignments
+        x[:, i] ~ distribution_clusters[k[i]]
+    end
+
+    return k
+end
+
+model = gaussian_mixture_model_ordered(x);
+```
+
+Now, re-running our model, we can see that the assigned means are consistent across chains:
+
+```julia
+chains = sample(model, sampler, nsamples, nchains; discard_initial = burn);
+```
+
+```julia; echo = false
+let
+    # Verify that the output of the chain is as expected
+    for i in MCMCChains.chains(chains)
+        # μ[1] and μ[2] can no longer switch places. Check that they've found the mean
+        chain = Array(chains[:, ["μ[1]", "μ[2]"], i])
+        μ_mean = vec(mean(chain; dims=1))
+        @assert isapprox(sort(μ_mean), μ; rtol=0.4) "Difference between estimated mean of μ ($(sort(μ_mean))) and data-generating μ ($μ) unexpectedly large!"
+    end
+end
+```
 
 ```julia
-plot(chains[["w[1]", "w[2]"]]; colordim=:parameter, legend=true)
+plot(chains[["μ[1]", "μ[2]"]]; legend=true)
 ```
 
-In the following, we just use the first chain to ensure the validity of our inference.
+We also inspect the samples of the mixture weights $w$.
 
 ```julia
-chain = chains[:, :, 1];
+plot(chains[["w[1]", "w[2]"]]; legend=true)
 ```
 
 As the distributions of the samples for the parameters $\mu_1$, $\mu_2$, $w_1$, and $w_2$ are unimodal, we can safely visualize the density region of our model using the average values.
 
 ```julia
 # Model with mean of samples as parameters.
-μ_mean = [mean(chain, "μ[$i]") for i in 1:2]
-w_mean = [mean(chain, "w[$i]") for i in 1:2]
+μ_mean = [mean(chains, "μ[$i]") for i in 1:2]
+w_mean = [mean(chains, "w[$i]") for i in 1:2]
 mixturemodel_mean = MixtureModel([MvNormal(Fill(μₖ, 2), I) for μₖ in μ_mean], w_mean)
 
 contour(
@@ -176,7 +230,7 @@ Finally, we can inspect the assignments of the data points inferred using Turing
 As we can see, the dataset is partitioned into two distinct groups.
 
 ```julia
-assignments = [mean(chain, "k[$i]") for i in 1:N]
+assignments = [mean(chains, "k[$i]") for i in 1:N]
 scatter(
     x[1, :],
     x[2, :];
@@ -186,7 +240,168 @@ scatter(
 )
 ```
 
-```julia, echo=false, skip="notebook", tangle=false
+## Marginalizing Out The Assignments
+
+We can write out the marginal posterior of (continuous) $w, \mu$ by summing out the influence of our (discrete) assignments $z_i$ from 
+our likelihood:
+
+$$
+p(y \mid w, \mu ) = \sum_{k=1}^K w_k p_k(y \mid \mu_k)
+$$
+
+In our case, this gives us:
+
+$$
+p(y \mid w, \mu) = \sum_{k=1}^K w_k \cdot \operatorname{MvNormal}(y \mid \mu_k, I)
+$$
+
+
+### Marginalizing By Hand
+
+We can implement the above version of the Gaussian mixture model in Turing as follows:
+
+First, Turing uses log-probabilities, so the likelihood above must be converted into log-space:
+
+$$
+\log \left( p(y \mid w, \mu) \right) = \text{logsumexp} \left[\log (w_k) + \log(\operatorname{MvNormal}(y \mid \mu_k, I)) \right]
+$$
+
+Where we sum the components with `logsumexp` from the [`LogExpFunctions.jl` package](https://juliastats.org/LogExpFunctions.jl/stable/).
+
+
+The manually incremented likelihood can be added to the log-probability with `Turing.@addlogprob!`, giving us the following model:
+
+```julia
+using StatsFuns
+
+@model function gmm_marginalized(x)
+    K = 2
+    D, N = size(x)
+    μ ~ Bijectors.ordered(MvNormal(Zeros(K), I))
+    w ~ Dirichlet(K, 1.0)
+    dists = [MvNormal(Fill(μₖ, D), I) for μₖ in μ]
+
+    for i in 1:N
+        lvec = Vector(undef, K)
+        for k in 1:K
+            lvec[k] = (w[k] + logpdf(dists[k], x[:, i]))
+        end
+        Turing.@addlogprob! logsumexp(lvec)
+    end
+end
+
+model = gmm_marginalized(x);
+```
+
+### Marginalizing For Free With Distribution.jl's MixtureModel Implementation
+
+We can use Turing's `~` syntax with anything that `Distributions.jl` provides `logpdf` and `rand` methods for. It turns out that the
+`MixtureModel` distribution it provides has, as its `logpdf` method, `logpdf(MixtureModel([Component_Distributions], weight_vector), Y)`, where `Y` can be either a single observation or vector of observations.
+
+In fact, `Distributions.jl` provides [many convenient constructors](https://juliastats.org/Distributions.jl/stable/mixture/) for mixture models, allowing further simplification in common special cases. 
+
+For example, when mixtures distributions are of the same type, one can write: `~ MixtureModel(Normal, [(μ1, σ1), (μ2, σ2)], w)`, or when the weight vector is known to allocate probability equally, it can be ommited.
+
+The `logpdf` implementation for a `MixtureModel` distribution is exactly the marginalization defined above, and so our model becomes simply:
+
+```julia
+@model function gmm_marginalized(x)
+    K = 2
+    D, _ = size(x)
+    μ ~ Bijectors.ordered(MvNormal(Zeros(K), I))
+    w ~ Dirichlet(K, 1.0)
+
+    x ~ MixtureModel([MvNormal(Fill(μₖ, D), I) for μₖ in μ], w)
+end
+
+model = gmm_marginalized(x);
+```
+
+As we've summed out the discrete components, we can perform inference using `NUTS()` alone. 
+
+```julia
+sampler = NUTS()
+chains = sample(model, sampler, MCMCThreads(), nsamples, nchains; discard_initial = burn);
+```
+
+```julia; echo=false
+let
+    # Verify for marginalized model that the output of the chain is as expected
+    for i in MCMCChains.chains(chains)
+        # μ[1] and μ[2] can no longer switch places. Check that they've found the mean
+        chain = Array(chains[:, ["μ[1]", "μ[2]"], i])
+        μ_mean = vec(mean(chain; dims=1))
+        @assert isapprox(sort(μ_mean), μ; rtol=0.4) "Difference between estimated mean of μ ($(sort(μ_mean))) and data-generating μ ($μ) unexpectedly large!"
+    end
+end
+```
+
+`NUTS()` significantly outperforms our compositional Gibbs sampler, in large part because our model is now Rao-Blackwellized thanks to 
+the marginalization of our assignment parameter.
+
+
+```julia
+plot(chains[["μ[1]", "μ[2]"]], legend=true)
+```
+
+## Inferred Assignments - Marginalized Model
+
+As we've summed over possible assignments, the associated parameter is no longer available in our chain. 
+This is not a problem, however, as given any fixed sample $(\mu, w)$, the assignment probability — $p(z_i \mid y_i)$ — can be recovered using Bayes rule:
+
+$$
+p(z_i \mid y_i) = \frac{p(y_i \mid z_i) p(z_i)}{\sum_{k = 1}^K \left(p(y_i \mid z_i) p(z_i) \right)}
+$$
+
+This quantity can be computed for every $p(z = z_i \mid y_i)$, resulting in a probability vector, which is then used to sample 
+posterior predictive assignments from a categorial distribution.
+
+For details on the mathematics here, see [the Stan documentation on latent discrete parameters](https://mc-stan.org/docs/stan-users-guide/latent-discrete.html).
+
+```julia
+function sample_class(xi, dists, w)
+    lvec = [(logpdf(d, xi) + log(w[i])) for (i, d) in enumerate(dists)]
+    rand(Categorical(softmax(lvec)))
+end
+
+@model function gmm_recover(x)
+    K = 2
+    D, N =  size(x)
+    μ ~ Bijectors.ordered(MvNormal(Zeros(K), I))
+    w ~ Dirichlet(K, 1.0)
+
+    dists = [MvNormal(Fill(μₖ, D), I) for μₖ in μ]
+
+    x ~ MixtureModel(dists, w)
+
+    # Return assignment draws for each datapoint.
+    return [sample_class(x[:, i], dists, w) for i in 1:N]
+end
+```
+
+We sample from this model as before:
+
+```julia
+chains = sample(model, NUTS(), nsamples, nchains; discard_initial = burn);
+```
+
+Given a sample from the marginalized posterior, these assignments can be recovered with:
+
+```julia
+assignments = mean(generated_quantities(gmm_recover(x), chains))
+```
+
+```julia
+scatter(
+    x[1, :],
+    x[2, :];
+    legend=false,
+    title="Assignments on Synthetic Dataset - Recovered",
+    zcolor=assignments,
+)
+```
+
+```julia; echo=false, skip="notebook", tangle=false
 if isdefined(Main, :TuringTutorials)
     Main.TuringTutorials.tutorial_footer(WEAVE_ARGS[:folder], WEAVE_ARGS[:file])
 end
diff --git a/tutorials/01-gaussian-mixture-model/Manifest.toml b/tutorials/01-gaussian-mixture-model/Manifest.toml
index 7e11ea98b..a7558662e 100644
--- a/tutorials/01-gaussian-mixture-model/Manifest.toml
+++ b/tutorials/01-gaussian-mixture-model/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.10.2"
 manifest_format = "2.0"
-project_hash = "a0a3ca6aa1eb54296a719c0190365d414d855bc0"
+project_hash = "9b701648bb85701cc388b3bc9b8c81c3155fac37"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "016833eb52ba2d6bea9fcb50ca295980e728ee24"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.7"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -33,15 +33,36 @@ uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
 version = "0.6.2"
 
 [[deps.AbstractTrees]]
-git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
+git-tree-sha1 = "2d9c9a55f9c93e8887ad391fbae72f8ef55e1177"
 uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
-version = "0.4.4"
+version = "0.4.5"
+
+[[deps.Accessors]]
+deps = ["CompositionsBase", "ConstructionBase", "Dates", "InverseFunctions", "LinearAlgebra", "MacroTools", "Markdown", "Test"]
+git-tree-sha1 = "c0d491ef0b135fd7d63cbc6404286bc633329425"
+uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
+version = "0.1.36"
+
+    [deps.Accessors.extensions]
+    AccessorsAxisKeysExt = "AxisKeys"
+    AccessorsIntervalSetsExt = "IntervalSets"
+    AccessorsStaticArraysExt = "StaticArrays"
+    AccessorsStructArraysExt = "StructArrays"
+    AccessorsUnitfulExt = "Unitful"
+
+    [deps.Accessors.weakdeps]
+    AxisKeys = "94b1ba4f-4ee9-5380-92f1-94cde586c3c5"
+    IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
+    Requires = "ae029012-a4dd-5104-9daa-d747884805df"
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+    StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "6a55b747d1812e699320963ffde36f1ebdda4099"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "4.0.4"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -109,16 +130,18 @@ uuid = "68821587-b530-5797-8361-c406ea357684"
 version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
-deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+deps = ["Adapt", "LinearAlgebra", "SparseArrays", "SuiteSparse"]
+git-tree-sha1 = "44691067188f6bd1b2289552a23e4b7572f4528d"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.9.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
     ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
     ArrayInterfaceCUDAExt = "CUDA"
+    ArrayInterfaceChainRulesExt = "ChainRules"
     ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    ArrayInterfaceReverseDiffExt = "ReverseDiff"
     ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore"
     ArrayInterfaceTrackerExt = "Tracker"
 
@@ -126,7 +149,9 @@ version = "7.4.11"
     BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
     BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
     CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
     GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
     StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
     Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
 
@@ -153,9 +178,9 @@ version = "0.4.7"
 
 [[deps.BangBang]]
 deps = ["Compat", "ConstructionBase", "InitialValues", "LinearAlgebra", "Requires", "Setfield", "Tables"]
-git-tree-sha1 = "e28912ce94077686443433c2800104b061a827ed"
+git-tree-sha1 = "7aa7ad1682f3d5754e3491bb59b8103cae28e3a3"
 uuid = "198e06fe-97b7-11e9-32a5-e1d131e6ad66"
-version = "0.3.39"
+version = "0.3.40"
 
     [deps.BangBang.extensions]
     BangBangChainRulesCoreExt = "ChainRulesCore"
@@ -181,9 +206,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,26 +227,26 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
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 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "19a35467a82e236ff51bc17a3a44b69ef35185a2"
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 uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.8+0"
+version = "1.0.8+1"
 
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-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
-deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "4b859a208b2397a7a623a03449e4636bdb17bcf2"
+deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
+git-tree-sha1 = "a4c43f59baa34011e303e76f5c8c91bf58415aaf"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
-version = "1.16.1+1"
+version = "1.18.0+1"
 
 [[deps.Calculus]]
 deps = ["LinearAlgebra"]
@@ -231,15 +256,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "4e42872be98fa3343c4f8458cbda8c5c6a6fa97c"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.63.0"
 
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-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "575cd02e080939a33b6df6c5853d14924c08e35b"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.23.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +282,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "9ebb045901e9bbf58767a9f34ff89831ed711aae"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.7"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "59939d8a997469ee05c4b4944560a820f9ba0d73"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.4"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -271,9 +300,9 @@ version = "3.24.0"
 
 [[deps.ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "eb7f0f8307f71fac7c606984ea5fb2817275d6e4"
+git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.11.4"
+version = "0.11.5"
 
 [[deps.ColorVectorSpace]]
 deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
@@ -308,10 +337,10 @@ uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
 version = "0.3.0"
 
 [[deps.Compat]]
-deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+deps = ["TOML", "UUIDs"]
+git-tree-sha1 = "c955881e3c981181362ae4088b35995446298b80"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.14.0"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -320,7 +349,7 @@ weakdeps = ["Dates", "LinearAlgebra"]
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.0.5+0"
+version = "1.1.0+0"
 
 [[deps.CompositionsBase]]
 git-tree-sha1 = "802bb88cd69dfd1509f6670416bd4434015693ad"
@@ -333,9 +362,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "6cbbd4d241d7e6579ab354737f4dd95ca43946e1"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.4.1"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -345,9 +374,9 @@ version = "0.1.2"
 
 [[deps.ConstructionBase]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "c53fc348ca4d40d7b371e71fd52251839080cbc9"
+git-tree-sha1 = "260fd2400ed2dab602a7c15cf10c1933c59930a2"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.5.4"
+version = "1.5.5"
 weakdeps = ["IntervalSets", "StaticArrays"]
 
     [deps.ConstructionBase.extensions]
@@ -355,9 +384,9 @@ weakdeps = ["IntervalSets", "StaticArrays"]
     ConstructionBaseStaticArraysExt = "StaticArrays"
 
 [[deps.Contour]]
-git-tree-sha1 = "d05d9e7b7aedff4e5b51a029dced05cfb6125781"
+git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8"
 uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
-version = "0.6.2"
+version = "0.6.3"
 
 [[deps.Crayons]]
 git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
@@ -365,15 +394,15 @@ uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
 version = "4.1.1"
 
 [[deps.DataAPI]]
-git-tree-sha1 = "8da84edb865b0b5b0100c0666a9bc9a0b71c553c"
+git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
-version = "1.15.0"
+version = "1.16.0"
 
 [[deps.DataStructures]]
 deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "3dbd312d370723b6bb43ba9d02fc36abade4518d"
+git-tree-sha1 = "0f4b5d62a88d8f59003e43c25a8a90de9eb76317"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.15"
+version = "0.18.18"
 
 [[deps.DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -415,9 +444,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -441,9 +470,9 @@ weakdeps = ["ChainRulesCore", "DensityInterface"]
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
-git-tree-sha1 = "d61f08c7bd15c5ab215fd7a2eb61c1ae15d8ff5e"
+git-tree-sha1 = "060a19f3f879773399a7011676eb273ccc265241"
 uuid = "ced4e74d-a319-5a8a-b0ac-84af2272839c"
-version = "0.6.53"
+version = "0.6.54"
 
     [deps.DistributionsAD.extensions]
     DistributionsADForwardDiffExt = "ForwardDiff"
@@ -476,9 +505,9 @@ version = "0.6.8"
 
 [[deps.DynamicPPL]]
 deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+git-tree-sha1 = "50a718301941d4ec4f391aa845ee434fce2dbe2e"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
+version = "0.23.21"
 weakdeps = ["MCMCChains"]
 
     [deps.DynamicPPL.extensions]
@@ -503,9 +532,9 @@ version = "0.0.20230411+0"
 
 [[deps.ExceptionUnwrapping]]
 deps = ["Test"]
-git-tree-sha1 = "e90caa41f5a86296e014e148ee061bd6c3edec96"
+git-tree-sha1 = "dcb08a0d93ec0b1cdc4af184b26b591e9695423a"
 uuid = "460bff9d-24e4-43bc-9d9f-a8973cb893f4"
-version = "0.1.9"
+version = "0.1.10"
 
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -525,16 +554,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "4820348781ae578893311153d69049a93d05f39d"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.8.0"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -568,11 +597,10 @@ git-tree-sha1 = "21efd19106a55620a188615da6d3d06cd7f6ee03"
 uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
 version = "2.13.93+0"
 
-[[deps.Formatting]]
-deps = ["Printf"]
-git-tree-sha1 = "8339d61043228fdd3eb658d86c926cb282ae72a8"
-uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
-version = "0.4.2"
+[[deps.Format]]
+git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc"
+uuid = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8"
+version = "1.3.7"
 
 [[deps.ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
@@ -609,37 +637,37 @@ version = "0.1.3"
 
 [[deps.Functors]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "9a68d75d466ccc1218d0552a8e1631151c569545"
+git-tree-sha1 = "d3e63d9fa13f8eaa2f06f64949e2afc593ff52c2"
 uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196"
-version = "0.4.5"
+version = "0.4.10"
 
 [[deps.Future]]
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
-git-tree-sha1 = "2d6ca471a6c7b536127afccfa7564b5b39227fe0"
+git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950"
 uuid = "46192b85-c4d5-4398-a991-12ede77f4527"
-version = "0.1.5"
+version = "0.1.6"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Pkg", "Preferences", "Printf", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "UUIDs", "p7zip_jll"]
-git-tree-sha1 = "27442171f28c952804dede8ff72828a96f2bfc1f"
+git-tree-sha1 = "3437ade7073682993e092ca570ad68a2aba26983"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.72.10"
+version = "0.73.3"
 
 [[deps.GR_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "FreeType2_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt6Base_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "025d171a2847f616becc0f84c8dc62fe18f0f6dd"
+git-tree-sha1 = "a96d5c713e6aa28c242b0d25c1347e258d6541ab"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.72.10+0"
+version = "0.73.3+0"
 
 [[deps.Gettext_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
@@ -649,9 +677,9 @@ version = "0.21.0+0"
 
 [[deps.Glib_jll]]
 deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
-git-tree-sha1 = "e94c92c7bf4819685eb80186d51c43e71d4afa17"
+git-tree-sha1 = "359a1ba2e320790ddbe4ee8b4d54a305c0ea2aff"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.76.5+0"
+version = "2.80.0+0"
 
 [[deps.Graphite2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -666,9 +694,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "8e59b47b9dc525b70550ca082ce85bcd7f5477cd"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.5"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,36 +722,41 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[deps.Interpolations]]
-deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
-git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"
+deps = ["AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
+git-tree-sha1 = "00a19d6ab0cbdea2978fc23c5a6482e02c192501"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.7"
+version = "0.14.0"
 
 [[deps.IntervalSets]]
-deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "dba9ddf07f77f60450fe5d2e2beb9854d9a49bd0"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
-weakdeps = ["Statistics"]
+version = "0.7.10"
+weakdeps = ["Random", "RecipesBase", "Statistics"]
 
     [deps.IntervalSets.extensions]
+    IntervalSetsRandomExt = "Random"
+    IntervalSetsRecipesBaseExt = "RecipesBase"
     IntervalSetsStatisticsExt = "Statistics"
 
 [[deps.InverseFunctions]]
 deps = ["Test"]
-git-tree-sha1 = "68772f49f54b479fa88ace904f6127f0a3bb2e46"
+git-tree-sha1 = "896385798a8d49a255c398bd49162062e4a4c435"
 uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
-version = "0.1.12"
+version = "0.1.13"
+weakdeps = ["Dates"]
+
+    [deps.InverseFunctions.extensions]
+    DatesExt = "Dates"
 
 [[deps.InvertedIndices]]
 git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
@@ -736,9 +769,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "42d5f897009e7ff2cf88db414a389e5ed1bdd023"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.10.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +780,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +798,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "3336abae9a713d2210bb57ab484b1e065edd7d23"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.2+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "ed7167240f40e62d97c1f5f7735dea6de3cc5c49"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.18"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +816,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +833,37 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "839c82932db86740ae729779e610f07a1640be9a"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.6.3"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "88b916503aac4fb7f701bb625cd84ca5dd1677bc"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.29+0"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "b3cc6698599b10e652832c2f23db3cab99d51b59"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.1"
+weakdeps = ["Serialization"]
+
+    [deps.LRUCache.extensions]
+    SerializationExt = ["Serialization"]
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,15 +872,15 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
-deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
-git-tree-sha1 = "f428ae552340899a935973270b8d98e5a31c49fe"
+deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
+git-tree-sha1 = "cad560042a7cc108f5a4c24ea1431a9221f22c1b"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.16.1"
+version = "0.16.2"
 
     [deps.Latexify.extensions]
     DataFramesExt = "DataFrames"
@@ -847,12 +890,6 @@ version = "0.16.1"
     DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
     SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"
 
-[[deps.Lazy]]
-deps = ["MacroTools"]
-git-tree-sha1 = "1370f8202dac30758f3c345f9909b97f53d87d3f"
-uuid = "50d2b5c4-7a5e-59d5-8109-a42b560f39c0"
-version = "0.15.1"
-
 [[deps.LazyArtifacts]]
 deps = ["Artifacts", "Pkg"]
 uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
@@ -866,21 +903,26 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+version = "0.6.4"
 
 [[deps.LibCURL_jll]]
 deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
 uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
-version = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
-deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
+deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 
+[[deps.LibGit2_jll]]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
+uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
+version = "1.6.4+0"
+
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -916,16 +958,16 @@ uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
 version = "1.17.0+0"
 
 [[deps.Libmount_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "9c30530bf0effd46e15e0fdcf2b8636e78cbbd73"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "dae976433497a2f841baadea93d27e68f1a12a97"
 uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
-version = "2.35.0+0"
+version = "2.39.3+0"
 
 [[deps.Libtask]]
 deps = ["FunctionWrappers", "LRUCache", "LinearAlgebra", "Statistics"]
-git-tree-sha1 = "345a40c746404dd9cb1bbc368715856838ab96f2"
+git-tree-sha1 = "ed1f362b3fd13f00b65e61d98669c652c17663ab"
 uuid = "6f1fad26-d15e-5dc8-ae53-837a1d7b8c9f"
-version = "0.8.6"
+version = "0.8.7"
 
 [[deps.Libtiff_jll]]
 deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
@@ -934,10 +976,10 @@ uuid = "89763e89-9b03-5906-acba-b20f662cd828"
 version = "4.5.1+1"
 
 [[deps.Libuuid_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "7f3efec06033682db852f8b3bc3c1d2b0a0ab066"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "0a04a1318df1bf510beb2562cf90fb0c386f58c4"
 uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
-version = "2.36.0+0"
+version = "2.39.3+1"
 
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
@@ -951,11 +993,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +1008,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -975,9 +1019,9 @@ version = "1.5.0"
 
 [[deps.LogExpFunctions]]
 deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "7d6dd4e9212aebaeed356de34ccf262a3cd415aa"
+git-tree-sha1 = "18144f3e9cbe9b15b070288eef858f71b291ce37"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.26"
+version = "0.3.27"
 weakdeps = ["ChainRulesCore", "ChangesOfVariables", "InverseFunctions"]
 
     [deps.LogExpFunctions.extensions]
@@ -995,34 +1039,34 @@ uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
 version = "1.0.3"
 
 [[deps.MCMCChains]]
-deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
+git-tree-sha1 = "d28056379864318172ff4b7958710cfddd709339"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.6"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "8ba8b1840d3ab5b38e7c71c23c3193bb5cbc02b5"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.10"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "d2a45e1b5998ba3fdfb6cfe0c81096d4c7fb40e7"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.6"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.13"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,15 +1078,15 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.2+0"
+version = "2.28.2+1"
 
 [[deps.Measures]]
 git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102"
@@ -1057,16 +1101,16 @@ version = "0.1.4"
 
 [[deps.Missings]]
 deps = ["DataAPI"]
-git-tree-sha1 = "f66bdc5de519e8f8ae43bdc598782d35a25b1272"
+git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d"
 uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
-version = "1.1.0"
+version = "1.2.0"
 
 [[deps.Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2022.10.11"
+version = "2023.1.10"
 
 [[deps.MultivariateStats]]
 deps = ["Arpack", "LinearAlgebra", "SparseArrays", "Statistics", "StatsAPI", "StatsBase"]
@@ -1076,9 +1120,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "1fa1a14766c60e66ab22e242d45c1857c83a3805"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.13"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1100,9 +1144,9 @@ version = "1.0.2"
 
 [[deps.NamedArrays]]
 deps = ["Combinatorics", "DataStructures", "DelimitedFiles", "InvertedIndices", "LinearAlgebra", "Random", "Requires", "SparseArrays", "Statistics"]
-git-tree-sha1 = "6d42eca6c3a27dc79172d6d947ead136d88751bb"
+git-tree-sha1 = "0ae91efac93c3859f5c812a24c9468bb9e50b028"
 uuid = "86f7a689-2022-50b4-a561-43c23ac3c673"
-version = "0.10.0"
+version = "0.10.1"
 
 [[deps.NaturalSort]]
 git-tree-sha1 = "eda490d06b9f7c00752ee81cfa451efe55521e21"
@@ -1111,24 +1155,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "ded64ff6d4fdd1cb68dfcbb818c69e144a5b2e4c"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.16"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1139,24 +1186,24 @@ version = "1.3.5+1"
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.21+4"
+version = "0.3.23+4"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
-version = "0.8.1+0"
+version = "0.8.1+2"
 
 [[deps.OpenSSL]]
 deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"]
-git-tree-sha1 = "51901a49222b09e3743c65b8847687ae5fc78eb2"
+git-tree-sha1 = "af81a32750ebc831ee28bdaaba6e1067decef51e"
 uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c"
-version = "1.4.1"
+version = "1.4.2"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "3da7367955dcc5c54c1ba4d402ccdc09a1a3e046"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.13+1"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1166,9 +1213,9 @@ version = "0.5.5+0"
 
 [[deps.Optimisers]]
 deps = ["ChainRulesCore", "Functors", "LinearAlgebra", "Random", "Statistics"]
-git-tree-sha1 = "34205b1204cc83c43cd9cfe53ffbd3b310f6e8c5"
+git-tree-sha1 = "6572fe0c5b74431aaeb0b18a4aa5ef03c84678be"
 uuid = "3bd65402-5787-11e9-1adc-39752487f4e2"
-version = "0.3.1"
+version = "0.3.3"
 
 [[deps.Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,26 +1224,26 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
-version = "10.42.0+0"
+version = "10.42.0+1"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1212,7 +1259,7 @@ version = "0.42.2+0"
 [[deps.Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.9.2"
+version = "1.10.0"
 
 [[deps.PlotThemes]]
 deps = ["PlotUtils", "Statistics"]
@@ -1222,15 +1269,15 @@ version = "3.1.0"
 
 [[deps.PlotUtils]]
 deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "Statistics"]
-git-tree-sha1 = "f92e1315dadf8c46561fb9396e525f7200cdc227"
+git-tree-sha1 = "7b1a9df27f072ac4c9c7cbe5efb198489258d1f5"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.3.5"
+version = "1.4.1"
 
 [[deps.Plots]]
-deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Preferences", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "ccee59c6e48e6f2edf8a5b64dc817b6729f99eb5"
+deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
+git-tree-sha1 = "3bdfa4fa528ef21287ef659a89d686e8a1bcb1a9"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.39.0"
+version = "1.40.3"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -1248,21 +1295,21 @@ version = "1.39.0"
 
 [[deps.PrecompileTools]]
 deps = ["Preferences"]
-git-tree-sha1 = "03b4c25b43cb84cee5c90aa9b5ea0a78fd848d2f"
+git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f"
 uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.Preferences]]
 deps = ["TOML"]
-git-tree-sha1 = "00805cd429dcb4870060ff49ef443486c262e38e"
+git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
 uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.4.1"
+version = "1.4.3"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1276,35 +1323,35 @@ version = "0.1.4"
 
 [[deps.ProgressMeter]]
 deps = ["Distributed", "Printf"]
-git-tree-sha1 = "00099623ffee15972c16111bcf84c58a0051257c"
+git-tree-sha1 = "763a8ceb07833dd51bb9e3bbca372de32c0605ad"
 uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
-version = "1.9.0"
+version = "1.10.0"
 
 [[deps.Qt6Base_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Vulkan_Loader_jll", "Xorg_libSM_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_cursor_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "libinput_jll", "xkbcommon_jll"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "9ebcd48c498668c7fa0e97a9cae873fbee7bfee1"
+git-tree-sha1 = "9b23c31e76e333e6fb4c1595ae6afa74966a729e"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.9.1"
+version = "2.9.4"
 
 [[deps.REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 
 [[deps.Random]]
-deps = ["SHA", "Serialization"]
+deps = ["SHA"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "4743b43e5a9c4a2ede372de7061eed81795b12e7"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.7.0"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,20 +1393,26 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "d8f131090f2e44b145084928856a561c83f43b27"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.13.0"
 
     [deps.RecursiveArrayTools.extensions]
+    RecursiveArrayToolsFastBroadcastExt = "FastBroadcast"
+    RecursiveArrayToolsForwardDiffExt = "ForwardDiff"
     RecursiveArrayToolsMeasurementsExt = "Measurements"
     RecursiveArrayToolsMonteCarloMeasurementsExt = "MonteCarloMeasurements"
+    RecursiveArrayToolsReverseDiffExt = ["ReverseDiff", "Zygote"]
     RecursiveArrayToolsTrackerExt = "Tracker"
     RecursiveArrayToolsZygoteExt = "Zygote"
 
     [deps.RecursiveArrayTools.weakdeps]
+    FastBroadcast = "7034ab61-46d4-4ed7-9d0f-46aef9175898"
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
     Measurements = "eff96d63-e80a-5855-80a2-b1b0885c5ab7"
     MonteCarloMeasurements = "0987c9cc-fe09-11e8-30f0-b96dd679fdca"
+    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
     Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
@@ -1393,10 +1446,10 @@ uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
 version = "0.4.0+0"
 
 [[deps.Roots]]
-deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+deps = ["Accessors", "ChainRulesCore", "CommonSolve", "Printf"]
+git-tree-sha1 = "1ab580704784260ee5f45bffac810b152922747b"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.1.5"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,28 +1474,40 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "SciMLStructures", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "d15c65e25615272e1b1c5edb1d307484c7942824"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.31.0"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBaseMakieExt = "Makie"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    Makie = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.SciMLOperators]]
-deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+deps = ["ArrayInterface", "DocStringExtensions", "LinearAlgebra", "MacroTools", "Setfield", "SparseArrays", "StaticArraysCore"]
+git-tree-sha1 = "10499f619ef6e890f3f4a38914481cc868689cd5"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.8"
+
+[[deps.SciMLStructures]]
+git-tree-sha1 = "5833c10ce83d690c124beedfe5f621b50b02ba4d"
+uuid = "53ae85a6-f571-4167-b2af-e1d143709226"
+version = "1.1.0"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1516,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,19 +1560,20 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.1"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+version = "1.10.0"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1592,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "bf074c045d3d5ffd956fa0a461da38a44685d6b2"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.9.3"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1549,7 +1616,7 @@ version = "3.2.0"
 [[deps.Statistics]]
 deps = ["LinearAlgebra", "SparseArrays"]
 uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
-version = "1.9.0"
+version = "1.10.0"
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
@@ -1559,15 +1626,15 @@ version = "1.7.0"
 
 [[deps.StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "1d77abd07f617c4868c33d4f5b9e1dbb2643c9cf"
+git-tree-sha1 = "5cf7606d6cef84b543b483848d4ae08ad9832b21"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.34.2"
+version = "0.34.3"
 
 [[deps.StatsFuns]]
 deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "f625d686d5a88bcd2b15cd81f18f98186fdc0c9a"
+git-tree-sha1 = "cef0472124fab0695b58ca35a77c6fb942fdab8a"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.3.0"
+version = "1.3.1"
 weakdeps = ["ChainRulesCore", "InverseFunctions"]
 
     [deps.StatsFuns.extensions]
@@ -1587,25 +1654,32 @@ uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
 version = "0.3.4"
 
 [[deps.StructArrays]]
-deps = ["Adapt", "ConstructionBase", "DataAPI", "GPUArraysCore", "StaticArraysCore", "Tables"]
-git-tree-sha1 = "0a3db38e4cce3c54fe7a71f831cd7b6194a54213"
+deps = ["ConstructionBase", "DataAPI", "Tables"]
+git-tree-sha1 = "f4dc295e983502292c4c3f951dbb4e985e35b3be"
 uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-version = "0.6.16"
+version = "0.6.18"
+weakdeps = ["Adapt", "GPUArraysCore", "SparseArrays", "StaticArrays"]
+
+    [deps.StructArrays.extensions]
+    StructArraysAdaptExt = "Adapt"
+    StructArraysGPUArraysCoreExt = "GPUArraysCore"
+    StructArraysSparseArraysExt = "SparseArrays"
+    StructArraysStaticArraysExt = "StaticArrays"
 
 [[deps.SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
 uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 
 [[deps.SuiteSparse_jll]]
-deps = ["Artifacts", "Libdl", "Pkg", "libblastrampoline_jll"]
+deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "5.10.1+6"
+version = "7.2.1+1"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+deps = ["Accessors", "ArrayInterface", "MacroTools", "RuntimeGeneratedFunctions", "StaticArraysCore"]
+git-tree-sha1 = "4b7f4c80449d8baae8857d55535033981862619c"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.15"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1700,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1727,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "685387ff526b7f4bafc5fe093949315d2680ce25"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.33"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "71509f04d045ec714c4748c785a59045c3736349"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.7"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "3064e780dbb8a9296ebb3af8f440f787bb5332af"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.80"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1687,17 +1764,6 @@ version = "0.4.78"
     OnlineStatsBase = "925886fa-5bf2-5e8e-b522-a9147a512338"
     Referenceables = "42d2dcc6-99eb-4e98-b66c-637b7d73030e"
 
-[[deps.Tricks]]
-git-tree-sha1 = "eae1bb484cd63b36999ee58be2de6c178105112f"
-uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775"
-version = "0.1.8"
-
-[[deps.TruncatedStacktraces]]
-deps = ["InteractiveUtils", "MacroTools", "Preferences"]
-git-tree-sha1 = "ea3e54c2bdde39062abf5a9758a23735558705e1"
-uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
-version = "1.4.0"
-
 [[deps.Turing]]
 deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
 git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
@@ -1732,9 +1798,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1777,9 +1843,9 @@ version = "1.21.0+1"
 
 [[deps.Wayland_protocols_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4528479aa01ee1b3b4cd0e6faef0e04cf16466da"
+git-tree-sha1 = "93f43ab61b16ddfb2fd3bb13b3ce241cafb0e6c9"
 uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91"
-version = "1.25.0+0"
+version = "1.31.0+0"
 
 [[deps.Widgets]]
 deps = ["Colors", "Dates", "Observables", "OrderedCollections"]
@@ -1789,15 +1855,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "532e22cf7be8462035d092ff21fada7527e2c488"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.6+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1873,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "ac88fb95ae6447c8dda6a5503f3bafd496ae8632"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.6+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1958,19 +2024,19 @@ version = "1.5.0+0"
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.13+0"
+version = "1.2.13+1"
 
 [[deps.Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "49ce682769cd5de6c72dcf1b94ed7790cd08974c"
+git-tree-sha1 = "e678132f07ddb5bfa46857f0d7620fb9be675d3b"
 uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
-version = "1.5.5+0"
+version = "1.5.6+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "27798139afc0a2afa7b1824c206d5e87ea587a00"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.5"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2045,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2005,7 +2071,7 @@ version = "0.15.1+0"
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.8.0+0"
+version = "5.8.0+1"
 
 [[deps.libevdev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2092,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "d7015d2e18a5fd9a4f47de711837e980519781a4"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.43+1"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,12 +2112,12 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.4.0+0"
+version = "17.4.0+2"
 
 [[deps.x264_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
diff --git a/tutorials/01-gaussian-mixture-model/Project.toml b/tutorials/01-gaussian-mixture-model/Project.toml
index c487e60c5..404679fec 100644
--- a/tutorials/01-gaussian-mixture-model/Project.toml
+++ b/tutorials/01-gaussian-mixture-model/Project.toml
@@ -1,7 +1,9 @@
 [deps]
+Bijectors = "76274a88-744f-5084-9051-94815aaf08c4"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+StatsFuns = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"