diff --git a/Examples_Notebooks/BridgeStan.jl b/Examples_Notebooks/BridgeStan.jl
deleted file mode 100644
index c58a4bb8..00000000
--- a/Examples_Notebooks/BridgeStan.jl
+++ /dev/null
@@ -1,1823 +0,0 @@
-### A Pluto.jl notebook ###
-# v0.19.16
-
-using Markdown
-using InteractiveUtils
-
-# ╔═╡ 5084b8f0-65ac-4704-b1fc-2a9008132bd7
-using Pkg
-
-# ╔═╡ 550371ad-d411-4e66-9d63-7329322c6ea1
-begin
-    # Specific to ROSStanPluto
-    using StanSample
-	
-	# Graphics related
-    using GLMakie
-		
-	# Include basic packages
-	using RegressionAndOtherStories
-end
-
-# ╔═╡ fa1ee718-a00b-4969-860b-798409045a51
-md" ##### Experimental use of BridgeStan."
-
-# ╔═╡ cf39df58-3371-4535-88e4-f3f6c0404500
-md" ##### Widen the cells."
-
-# ╔═╡ 0616ece8-ccf8-4281-bfed-9c1192edf88e
-html"""
-<style>
-	main {
-		margin: 0 auto;
-		max-width: 2000px;
-    	padding-left: max(160px, 10%);
-    	padding-right: max(160px, 10%);
-	}
-</style>
-"""
-
-# ╔═╡ 4755dab0-d228-41d3-934a-56f2863a5652
-md"###### A typical set of Julia packages to include in notebooks."
-
-# ╔═╡ 5fdc1b11-ce9b-4f67-8e2e-5ab22cd75b70
-md"
-!!! note
-
-All data files are available (as .csv files) in the data subdirectory of package RegressionAndOtherStories.jl.
-"
-
-# ╔═╡ 100e2ea9-17e5-4eef-b880-823311f5d496
-ros_datadir()
-
-# ╔═╡ d830f41c-0fb6-4bff-9fe0-0bd51f444779
-hibbs = CSV.read(ros_datadir("ElectionsEconomy", "hibbs.csv"), DataFrame)
-
-# ╔═╡ bdc2ae99-233f-4bf7-9426-906029fd71f0
-tmpdir = mktempdir()
-
-# ╔═╡ 5727d281-2c11-4b65-b492-58a7afcac0ac
-md" ##### Quick test if smb (Stan Model Bridge-to-stan) is ok."
-
-# ╔═╡ 4f2e4d69-35c7-4693-ae12-503f37b771f1
-bernoulli_model = "
-data {
-  int<lower=1> N;
-  int<lower=0,upper=1> y[N];
-}
-parameters {
-  real<lower=0,upper=1> theta;
-}
-model {
-  theta ~ beta(1,1);
-  y ~ bernoulli(theta);
-}
-";
-
-# ╔═╡ 060268ec-c4bc-4d97-874d-37f1b192e399
-begin
-	data = Dict("N" => 10, "y" => [0, 1, 0, 1, 0, 0, 0, 0, 0, 1])
-	sm = SampleModel("bernoulli", bernoulli_model)
-	rc = stan_sample(sm; data)
-	success(rc) && read_summary(sm)
-end
-
-# ╔═╡ f1f43a67-d5e1-48c6-8b69-893f4d2e9c1e
-smb = create_smb(sm, joinpath(sm.tmpdir, sm.name * "_data_4.json"));
-
-# ╔═╡ 0a2c175e-1d75-4c3e-89b7-88a5caa1bf07
-typeof(smb)
-
-# ╔═╡ 1c1b1cfd-dc7b-40f5-8a63-aa332d42d2f8
-let
-	x = rand(BridgeStan.param_unc_num(smb))
-    q = @. log(x / (1 - x)) # unconstrained scale
-    lp, grad = BridgeStan.log_density_gradient(smb, q, jacobian = 0)
-	DataFrame(x=x, q=q, log_density=lp, gradient=grad)
-end
-
-# ╔═╡ 478e931b-3be1-44b1-ac4d-e470c574874f
-let
-	x = 0.33
-    q = @. log(x / (1 - x)) # unconstrained scale
-    lp, grad = BridgeStan.log_density_gradient(smb, [q], jacobian = 0)
-	DataFrame(x=x, q=q, log_density=lp, gradient=grad)
-end
-
-# ╔═╡ feda7416-1195-489f-991d-8a876507db45
-function sim(smb::BridgeStan.StanModel, x=LinRange(0.1, 0.9, 100))
-    q = zeros(length(x))
-    ld = zeros(length(x))
-    g = Vector{Vector{Float64}}(undef, length(x))
-    for (i, p) in enumerate(x)
-        q[i] = @. log(p / (1 - p)) # unconstrained scale
-        ld[i], g[i] = BridgeStan.log_density_gradient(smb, q[i:i], jacobian = 0)
-    end
-    return DataFrame(x=x, q=q, log_density=ld, gradient=[x[1] for x in g])
-end
-
-# ╔═╡ 2775bef8-9f19-48fa-a92f-536060e59aad
-@time sim_df = sim(smb)
-
-# ╔═╡ a6f798cf-8ec1-4b3a-bebc-77c5371530be
-let
-	fm = findmax(sim_df.log_density)
-	x = sim_df.x[fm[2]]
-	
-	f = Figure()
-	ax = Axis(f[1, 1]; title="BridgeStan example")
-	dens = lines!(sim_df.x, sim_df.log_density)
-	scatter!(x, fm[1])
-	lines!([x, x], [fm[1], minimum(sim_df.log_density)]; color=:grey, linestyle=:dash)
-	annotations!("$([round(x; digits=2), round(fm[1]; digits=2)])"; position=(0.31, -6))
-	gra = lines!(sim_df.x, sim_df.gradient)
-	Legend(f[1, 2], [dens, gra], ["log_density", "gradient"])
-	f
-end
-
-# ╔═╡ e936c5c3-f5c7-423d-846b-529f77499b34
-sim_df[findmax(sim_df.log_density)[2], :]
-
-# ╔═╡ 9fb10ce6-9ea3-4857-bc4d-5b139d27eb06
-md" ##### Try a simple model."
-
-# ╔═╡ 1f512a86-6a42-4f3c-bb50-ebb53791c1b9
-stan1_2 = "
-data {
-	int N;
-	vector[N] x;
-	vector[N] y;
-}
-parameters {
-	real a;              // Coefficient independent variable
-	real<lower=0> sigma; // dispersion parameter
-}
-model {
-	vector[N] mu;
-	mu = a * x;
-	// priors including constants
-	a ~ normal(0, 1);
-	sigma ~ normal(0, 1);
-  	y ~ normal(mu, sigma);
-}";
-
-# ╔═╡ bdd4422c-0eea-4f08-b9ae-efc396c0bce4
-let
-	N = 100
-	x = rand(Normal(2, 1), N)
-	y = 2 * x + rand(Normal(0, 1), N)
-	data = (N = 100, x = x, y = y)
-	global m1_2s = SampleModel("m1_2s", stan1_2)
-	global rc1_2s = stan_sample(m1_2s; data)
-	if success(rc1_2s)
-		global sum1_2s = read_summary(m1_2s)
-	end
-end
-
-# ╔═╡ 44eccff8-f882-45aa-879e-3b245770196e
-let
-	global smb1_2s = create_smb(m1_2s, joinpath(m1_2s.tmpdir, m1_2s.name * "_data_4.json"))
-    q = [2.0, 0.0] # unconstrained scale
-    lp, grad = BridgeStan.log_density_gradient(smb1_2s, q, jacobian = 0)
-	DataFrame(q=q, log_density=lp, gradient=grad)
-end
-
-# ╔═╡ c6792359-c10a-4c1a-a764-c12b85cf24e8
-BridgeStan.param_names(smb1_2s)
-
-# ╔═╡ 3539edb8-bb39-402a-8641-cadcedae905a
-md" ##### Return to m1_1s."
-
-# ╔═╡ 274dc84c-b416-4f9e-8ff2-6ca0f08a40cf
-stan1_1 = "
-data {
-	int<lower=1> N;      // total number of observations
-	vector[N] growth;    // Independent variable: growth
-	vector[N] vote;      // Dependent variable: votes 
-}
-parameters {
-	real b;              // Coefficient independent variable
-	real a;              // Intercept
-	real<lower=0> sigma; // Dispersion parameter
-}
-model {
-	vector[N] mu;
-	mu = a + b * growth;
-
-	// priors including constants
-	a ~ normal(50, 20);
-	b ~ normal(2, 10);
-  	sigma ~ exponential(1);
-
-	// likelihood including constants
-	vote ~ normal(mu, sigma);
-}";
-
-# ╔═╡ 953eea61-f05f-4233-86aa-d5af3b47b41e
-let
-	data = (N=16, vote=hibbs.vote, growth=hibbs.growth)
-	global m1_1s = SampleModel("m1_1s", stan1_1, tmpdir)
-	global rc1_1s = stan_sample(m1_1s; data)
-	success(rc1_1s) && describe(m1_1s, [:a, :b, :sigma])
-end
-
-# ╔═╡ 9d1a8b9a-2b0c-4b8d-af31-1717e7a5ecd7
-if success(rc1_1s)
-	post1_1s = read_samples(m1_1s, :dataframe)
-	ms1_1s = model_summary(post1_1s, [:a, :b, :sigma])
-end
-
-# ╔═╡ b222454b-6f4d-4d91-8374-a264873870bf
-success(rc1_1s) && describe(m1_1s, [:a, :b, :sigma])
-
-# ╔═╡ 7e6a43cb-8789-422c-80d2-6a154b576c56
-if success(rc1_1s)
-	sum1_1s = read_summary(m1_1s)
-end
-
-# ╔═╡ 1503a0c8-20ff-4821-8dc8-7299617628ef
-sum1_1s[9, :mean]
-
-# ╔═╡ e5129e29-9281-4796-88b6-020d9e8d580c
-begin
-	smb1_1s = create_smb(m1_1s, joinpath(m1_1s.tmpdir, m1_1s.name * "_data_4.json"))
-    q = rand(BridgeStan.param_unc_num(smb1_1s)) # unconstrained scale
-    lp, grad = BridgeStan.log_density_gradient(smb1_1s, q, jacobian = 0)
-	DataFrame(q=q, log_density=lp, gradient=grad)
-end
-
-# ╔═╡ 0c17b7d0-cb6e-4ccc-8685-1fa962aebebf
-let
-    qmax = [sum1_1s[8, :mean], sum1_1s[9, :mean], 1.03] # unconstrained scale
-    lp, grad = BridgeStan.log_density_gradient(smb1_1s, qmax, jacobian = 0)
-	DataFrame(q=qmax, log_density=lp, gradient=grad)
-end
-
-# ╔═╡ 9c82419f-3577-46a4-b759-2badbcd1411f
-mean(rand(Exponential(1), 1000))
-
-# ╔═╡ 450c557d-5e11-4061-b807-fffb429212f7
-BridgeStan.param_unc_num(smb1_1s)
-
-# ╔═╡ 7a709a1a-e8b1-4c3f-abcb-e3facd87fee9
-BridgeStan.param_names(smb1_1s)
-
-# ╔═╡ 4b433a67-2a29-41c2-a04a-83572eb09dd2
-let
-	smb1_1s = create_smb(m1_1s, joinpath(m1_1s.tmpdir, m1_1s.name * "_data_4.json"))
-    q = [3.04, 43.32, 1.0] # unconstrained scale
-    lp, grad = BridgeStan.log_density_gradient(smb1_1s, q, jacobian = 0)
-	DataFrame(q=q, log_density=lp, gradient=grad)
-end
-
-# ╔═╡ 79aa12f4-abef-479a-8644-25a9f5588f22
-function sim2(smb1_1s::BridgeStan.StanModel, x=LinRange(1, 6, 100))
-    q = Vector{Vector{Float64}}(undef, length(x))
-    ld = zeros(length(x))
-    g = Vector{Vector{Float64}}(undef, length(x))
-    for (i, p) in enumerate(x)
-        q[i] = [x[i], 43.32, 1.0] # unconstrained scale
-        ld[i], g[i] = BridgeStan.log_density_gradient(smb1_1s, q[i],
-            jacobian = 0)
-    end
-    return DataFrame(x=x, q=q, log_density=ld, gradient=[x[1] for x in g])
-end
-
-# ╔═╡ 3648ec90-7fda-4047-b0dc-0c448f795431
-@time sim_df_2 = sim2(smb1_1s)
-
-# ╔═╡ 52c42c16-03f7-4416-9180-835b7ed9d942
-sim_df_2[findmax(sim_df_2.log_density)[2], :]
-
-# ╔═╡ dca12cf4-6d3c-4899-8b70-c7d974705064
-sim_df_2[59:70, :]
-
-# ╔═╡ 00000000-0000-0000-0000-000000000001
-PLUTO_PROJECT_TOML_CONTENTS = """
-[deps]
-GLMakie = "e9467ef8-e4e7-5192-8a1a-b1aee30e663a"
-Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-RegressionAndOtherStories = "21324389-b050-441a-ba7b-9a837781bda0"
-StanSample = "c1514b29-d3a0-5178-b312-660c88baa699"
-
-[compat]
-GLMakie = "~0.8.0"
-RegressionAndOtherStories = "~0.7.4"
-StanSample = "~6.13.7"
-"""
-
-# ╔═╡ 00000000-0000-0000-0000-000000000002
-PLUTO_MANIFEST_TOML_CONTENTS = """
-# This file is machine-generated - editing it directly is not advised
-
-julia_version = "1.10.0-DEV"
-manifest_format = "2.0"
-project_hash = "3d3282b40b06ab32f85d32b197fbda8430a0fda1"
-
-[[deps.ANSIColoredPrinters]]
-git-tree-sha1 = "574baf8110975760d391c710b6341da1afa48d8c"
-uuid = "a4c015fc-c6ff-483c-b24f-f7ea428134e9"
-version = "0.0.1"
-
-[[deps.AbstractFFTs]]
-deps = ["ChainRulesCore", "LinearAlgebra"]
-git-tree-sha1 = "69f7020bd72f069c219b5e8c236c1fa90d2cb409"
-uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
-version = "1.2.1"
-
-[[deps.AbstractTrees]]
-git-tree-sha1 = "52b3b436f8f73133d7bc3a6c71ee7ed6ab2ab754"
-uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
-version = "0.4.3"
-
-[[deps.Adapt]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "195c5505521008abea5aee4f96930717958eac6f"
-uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.4.0"
-
-[[deps.Animations]]
-deps = ["Colors"]
-git-tree-sha1 = "e81c509d2c8e49592413bfb0bb3b08150056c79d"
-uuid = "27a7e980-b3e6-11e9-2bcd-0b925532e340"
-version = "0.4.1"
-
-[[deps.ArgTools]]
-uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
-version = "1.1.1"
-
-[[deps.Artifacts]]
-uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
-
-[[deps.Automa]]
-deps = ["Printf", "ScanByte", "TranscodingStreams"]
-git-tree-sha1 = "d50976f217489ce799e366d9561d56a98a30d7fe"
-uuid = "67c07d97-cdcb-5c2c-af73-a7f9c32a568b"
-version = "0.8.2"
-
-[[deps.AxisAlgorithms]]
-deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
-git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
-uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
-version = "1.0.1"
-
-[[deps.AxisArrays]]
-deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
-git-tree-sha1 = "1dd4d9f5beebac0c03446918741b1a03dc5e5788"
-uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9"
-version = "0.4.6"
-
-[[deps.Base64]]
-uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
-
-[[deps.Bzip2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "19a35467a82e236ff51bc17a3a44b69ef35185a2"
-uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.8+0"
-
-[[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
-uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
-
-[[deps.CSV]]
-deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings"]
-git-tree-sha1 = "c5fd7cd27ac4aed0acf4b73948f0110ff2a854b2"
-uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
-version = "0.10.7"
-
-[[deps.Cairo_jll]]
-deps = ["Artifacts", "Bzip2_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"
-uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
-version = "1.16.1+1"
-
-[[deps.Calculus]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "f641eb0a4f00c343bbc32346e1217b86f3ce9dad"
-uuid = "49dc2e85-a5d0-5ad3-a950-438e2897f1b9"
-version = "0.5.1"
-
-[[deps.CategoricalArrays]]
-deps = ["DataAPI", "Future", "Missings", "Printf", "Requires", "Statistics", "Unicode"]
-git-tree-sha1 = "5084cc1a28976dd1642c9f337b28a3cb03e0f7d2"
-uuid = "324d7699-5711-5eae-9e2f-1d82baa6b597"
-version = "0.10.7"
-
-[[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "e7ff6cadf743c098e08fca25c91103ee4303c9bb"
-uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.15.6"
-
-[[deps.ChangesOfVariables]]
-deps = ["ChainRulesCore", "LinearAlgebra", "Test"]
-git-tree-sha1 = "38f7a08f19d8810338d4f5085211c7dfa5d5bdd8"
-uuid = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
-version = "0.1.4"
-
-[[deps.CodecZlib]]
-deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "ded953804d019afa9a3f98981d99b33e3db7b6da"
-uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.0"
-
-[[deps.ColorBrewer]]
-deps = ["Colors", "JSON", "Test"]
-git-tree-sha1 = "61c5334f33d91e570e1d0c3eb5465835242582c4"
-uuid = "a2cac450-b92f-5266-8821-25eda20663c8"
-version = "0.4.0"
-
-[[deps.ColorSchemes]]
-deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "Random", "SnoopPrecompile"]
-git-tree-sha1 = "aa3edc8f8dea6cbfa176ee12f7c2fc82f0608ed3"
-uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.20.0"
-
-[[deps.ColorTypes]]
-deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "eb7f0f8307f71fac7c606984ea5fb2817275d6e4"
-uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.11.4"
-
-[[deps.ColorVectorSpace]]
-deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "SpecialFunctions", "Statistics", "TensorCore"]
-git-tree-sha1 = "d08c20eef1f2cbc6e60fd3612ac4340b89fea322"
-uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
-version = "0.9.9"
-
-[[deps.Colors]]
-deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
-git-tree-sha1 = "417b0ed7b8b838aa6ca0a87aadf1bb9eb111ce40"
-uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.12.8"
-
-[[deps.Combinatorics]]
-git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860"
-uuid = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
-version = "1.0.2"
-
-[[deps.Compat]]
-deps = ["Dates", "LinearAlgebra", "UUIDs"]
-git-tree-sha1 = "00a2cccc7f098ff3b66806862d275ca3db9e6e5a"
-uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.5.0"
-
-[[deps.CompatHelperLocal]]
-deps = ["DocStringExtensions", "Pkg", "UUIDs"]
-git-tree-sha1 = "be25ab802a22a212ce4da944fe60d7c250ddcfe1"
-uuid = "5224ae11-6099-4aaa-941d-3aab004bd678"
-version = "0.1.25"
-
-[[deps.CompilerSupportLibraries_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.0.1+0"
-
-[[deps.ConstructionBase]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "fb21ddd70a051d882a1686a5a550990bbe371a95"
-uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.4.1"
-
-[[deps.Contour]]
-git-tree-sha1 = "d05d9e7b7aedff4e5b51a029dced05cfb6125781"
-uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
-version = "0.6.2"
-
-[[deps.Crayons]]
-git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
-uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
-version = "4.1.1"
-
-[[deps.DataAPI]]
-git-tree-sha1 = "e08915633fcb3ea83bf9d6126292e5bc5c739922"
-uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
-version = "1.13.0"
-
-[[deps.DataFrames]]
-deps = ["Compat", "DataAPI", "Future", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrettyTables", "Printf", "REPL", "Random", "Reexport", "SnoopPrecompile", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
-git-tree-sha1 = "d4f69885afa5e6149d0cab3818491565cf41446d"
-uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
-version = "1.4.4"
-
-[[deps.DataStructures]]
-deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "d1fff3a548102f48987a52a2e0d114fa97d730f0"
-uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.13"
-
-[[deps.DataValueInterfaces]]
-git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
-uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464"
-version = "1.0.0"
-
-[[deps.Dates]]
-deps = ["Printf"]
-uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
-
-[[deps.DelimitedFiles]]
-deps = ["Mmap"]
-git-tree-sha1 = "19b1417ff479c07e523fcbf2fd735a3fde3d1ab3"
-uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
-version = "1.9.0"
-
-[[deps.DensityInterface]]
-deps = ["InverseFunctions", "Test"]
-git-tree-sha1 = "80c3e8639e3353e5d2912fb3a1916b8455e2494b"
-uuid = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
-version = "0.4.0"
-
-[[deps.Distributed]]
-deps = ["Random", "Serialization", "Sockets"]
-uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
-
-[[deps.Distributions]]
-deps = ["ChainRulesCore", "DensityInterface", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SparseArrays", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "a7756d098cbabec6b3ac44f369f74915e8cfd70a"
-uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.79"
-
-[[deps.DocStringExtensions]]
-deps = ["LibGit2"]
-git-tree-sha1 = "c36550cb29cbe373e95b3f40486b9a4148f89ffd"
-uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.9.2"
-
-[[deps.Documenter]]
-deps = ["ANSIColoredPrinters", "Base64", "Dates", "DocStringExtensions", "IOCapture", "InteractiveUtils", "JSON", "LibGit2", "Logging", "Markdown", "REPL", "Test", "Unicode"]
-git-tree-sha1 = "6030186b00a38e9d0434518627426570aac2ef95"
-uuid = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
-version = "0.27.23"
-
-[[deps.Downloads]]
-deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
-uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
-version = "1.6.0"
-
-[[deps.DualNumbers]]
-deps = ["Calculus", "NaNMath", "SpecialFunctions"]
-git-tree-sha1 = "5837a837389fccf076445fce071c8ddaea35a566"
-uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
-version = "0.6.8"
-
-[[deps.EarCut_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "e3290f2d49e661fbd94046d7e3726ffcb2d41053"
-uuid = "5ae413db-bbd1-5e63-b57d-d24a61df00f5"
-version = "2.2.4+0"
-
-[[deps.Expat_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "bad72f730e9e91c08d9427d5e8db95478a3c323d"
-uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.4.8+0"
-
-[[deps.Extents]]
-git-tree-sha1 = "5e1e4c53fa39afe63a7d356e30452249365fba99"
-uuid = "411431e0-e8b7-467b-b5e0-f676ba4f2910"
-version = "0.1.1"
-
-[[deps.FFMPEG]]
-deps = ["FFMPEG_jll"]
-git-tree-sha1 = "b57e3acbe22f8484b4b5ff66a7499717fe1a9cc8"
-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"
-uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
-
-[[deps.FFTW]]
-deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "90630efff0894f8142308e334473eba54c433549"
-uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.5.0"
-
-[[deps.FFTW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "c6033cc3892d0ef5bb9cd29b7f2f0331ea5184ea"
-uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
-version = "3.3.10+0"
-
-[[deps.FileIO]]
-deps = ["Pkg", "Requires", "UUIDs"]
-git-tree-sha1 = "7be5f99f7d15578798f338f5433b6c432ea8037b"
-uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.16.0"
-
-[[deps.FilePathsBase]]
-deps = ["Compat", "Dates", "Mmap", "Printf", "Test", "UUIDs"]
-git-tree-sha1 = "e27c4ebe80e8699540f2d6c805cc12203b614f12"
-uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
-version = "0.9.20"
-
-[[deps.FileWatching]]
-uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
-
-[[deps.FillArrays]]
-deps = ["LinearAlgebra", "Random", "SparseArrays", "Statistics"]
-git-tree-sha1 = "802bfc139833d2ba893dd9e62ba1767c88d708ae"
-uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "0.13.5"
-
-[[deps.FixedPointNumbers]]
-deps = ["Statistics"]
-git-tree-sha1 = "335bfdceacc84c5cdf16aadc768aa5ddfc5383cc"
-uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
-version = "0.8.4"
-
-[[deps.Fontconfig_jll]]
-deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Pkg", "Zlib_jll"]
-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.FreeType]]
-deps = ["CEnum", "FreeType2_jll"]
-git-tree-sha1 = "cabd77ab6a6fdff49bfd24af2ebe76e6e018a2b4"
-uuid = "b38be410-82b0-50bf-ab77-7b57e271db43"
-version = "4.0.0"
-
-[[deps.FreeType2_jll]]
-deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "87eb71354d8ec1a96d4a7636bd57a7347dde3ef9"
-uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
-version = "2.10.4+0"
-
-[[deps.FreeTypeAbstraction]]
-deps = ["ColorVectorSpace", "Colors", "FreeType", "GeometryBasics"]
-git-tree-sha1 = "38a92e40157100e796690421e34a11c107205c86"
-uuid = "663a7486-cb36-511b-a19d-713bb74d65c9"
-version = "0.10.0"
-
-[[deps.FriBidi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "aa31987c2ba8704e23c6c8ba8a4f769d5d7e4f91"
-uuid = "559328eb-81f9-559d-9380-de523a88c83c"
-version = "1.0.10+0"
-
-[[deps.Future]]
-deps = ["Random"]
-uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
-
-[[deps.GLFW]]
-deps = ["GLFW_jll"]
-git-tree-sha1 = "35dbc482f0967d8dceaa7ce007d16f9064072166"
-uuid = "f7f18e0c-5ee9-5ccd-a5bf-e8befd85ed98"
-version = "3.4.1"
-
-[[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"
-uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
-
-[[deps.GLM]]
-deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels"]
-git-tree-sha1 = "884477b9886a52a84378275737e2823a5c98e349"
-uuid = "38e38edf-8417-5370-95a0-9cbb8c7f171a"
-version = "1.8.1"
-
-[[deps.GLMakie]]
-deps = ["ColorTypes", "Colors", "FileIO", "FixedPointNumbers", "FreeTypeAbstraction", "GLFW", "GeometryBasics", "LinearAlgebra", "Makie", "Markdown", "MeshIO", "ModernGL", "Observables", "Printf", "Serialization", "ShaderAbstractions", "SnoopPrecompile", "StaticArrays"]
-git-tree-sha1 = "69508b8c0068b8d5f3f3085a998cb64993b90089"
-uuid = "e9467ef8-e4e7-5192-8a1a-b1aee30e663a"
-version = "0.8.0"
-
-[[deps.GeoInterface]]
-deps = ["Extents"]
-git-tree-sha1 = "fb28b5dc239d0174d7297310ef7b84a11804dfab"
-uuid = "cf35fbd7-0cd7-5166-be24-54bfbe79505f"
-version = "1.0.1"
-
-[[deps.GeometryBasics]]
-deps = ["EarCut_jll", "GeoInterface", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
-git-tree-sha1 = "fe9aea4ed3ec6afdfbeb5a4f39a2208909b162a6"
-uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
-version = "0.4.5"
-
-[[deps.Gettext_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
-git-tree-sha1 = "9b02998aba7bf074d14de89f9d37ca24a1a0b046"
-uuid = "78b55507-aeef-58d4-861c-77aaff3498b1"
-version = "0.21.0+0"
-
-[[deps.Glib_jll]]
-deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "fb83fbe02fe57f2c068013aa94bcdf6760d3a7a7"
-uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.74.0+1"
-
-[[deps.Graphics]]
-deps = ["Colors", "LinearAlgebra", "NaNMath"]
-git-tree-sha1 = "d61890399bc535850c4bf08e4e0d3a7ad0f21cbd"
-uuid = "a2bd30eb-e257-5431-a919-1863eab51364"
-version = "1.1.2"
-
-[[deps.Graphite2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "344bf40dcab1073aca04aa0df4fb092f920e4011"
-uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
-version = "1.3.14+0"
-
-[[deps.GridLayoutBase]]
-deps = ["GeometryBasics", "InteractiveUtils", "Observables"]
-git-tree-sha1 = "678d136003ed5bceaab05cf64519e3f956ffa4ba"
-uuid = "3955a311-db13-416c-9275-1d80ed98e5e9"
-version = "0.9.1"
-
-[[deps.Grisu]]
-git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
-uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe"
-version = "1.0.2"
-
-[[deps.HarfBuzz_jll]]
-deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
-git-tree-sha1 = "129acf094d168394e80ee1dc4bc06ec835e510a3"
-uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
-version = "2.8.1+1"
-
-[[deps.HypergeometricFunctions]]
-deps = ["DualNumbers", "LinearAlgebra", "OpenLibm_jll", "SpecialFunctions", "Test"]
-git-tree-sha1 = "709d864e3ed6e3545230601f94e11ebc65994641"
-uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.11"
-
-[[deps.IOCapture]]
-deps = ["Logging", "Random"]
-git-tree-sha1 = "f7be53659ab06ddc986428d3a9dcc95f6fa6705a"
-uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
-version = "0.2.2"
-
-[[deps.ImageAxes]]
-deps = ["AxisArrays", "ImageBase", "ImageCore", "Reexport", "SimpleTraits"]
-git-tree-sha1 = "c54b581a83008dc7f292e205f4c409ab5caa0f04"
-uuid = "2803e5a7-5153-5ecf-9a86-9b4c37f5f5ac"
-version = "0.6.10"
-
-[[deps.ImageBase]]
-deps = ["ImageCore", "Reexport"]
-git-tree-sha1 = "b51bb8cae22c66d0f6357e3bcb6363145ef20835"
-uuid = "c817782e-172a-44cc-b673-b171935fbb9e"
-version = "0.1.5"
-
-[[deps.ImageCore]]
-deps = ["AbstractFFTs", "ColorVectorSpace", "Colors", "FixedPointNumbers", "Graphics", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "Reexport"]
-git-tree-sha1 = "acf614720ef026d38400b3817614c45882d75500"
-uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
-version = "0.9.4"
-
-[[deps.ImageIO]]
-deps = ["FileIO", "IndirectArrays", "JpegTurbo", "LazyModules", "Netpbm", "OpenEXR", "PNGFiles", "QOI", "Sixel", "TiffImages", "UUIDs"]
-git-tree-sha1 = "342f789fd041a55166764c351da1710db97ce0e0"
-uuid = "82e4d734-157c-48bb-816b-45c225c6df19"
-version = "0.6.6"
-
-[[deps.ImageMetadata]]
-deps = ["AxisArrays", "ImageAxes", "ImageBase", "ImageCore"]
-git-tree-sha1 = "36cbaebed194b292590cba2593da27b34763804a"
-uuid = "bc367c6b-8a6b-528e-b4bd-a4b897500b49"
-version = "0.9.8"
-
-[[deps.Imath_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "87f7662e03a649cffa2e05bf19c303e168732d3e"
-uuid = "905a6f67-0a94-5f89-b386-d35d92009cd1"
-version = "3.1.2+0"
-
-[[deps.IndirectArrays]]
-git-tree-sha1 = "012e604e1c7458645cb8b436f8fba789a51b257f"
-uuid = "9b13fd28-a010-5f03-acff-a1bbcff69959"
-version = "1.0.0"
-
-[[deps.Inflate]]
-git-tree-sha1 = "5cd07aab533df5170988219191dfad0519391428"
-uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9"
-version = "0.1.3"
-
-[[deps.InlineStrings]]
-deps = ["Parsers"]
-git-tree-sha1 = "0cf92ec945125946352f3d46c96976ab972bde6f"
-uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
-version = "1.3.2"
-
-[[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "d979e54b71da82f3a65b62553da4fc3d18c9004c"
-uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2018.0.3+2"
-
-[[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 = "842dd89a6cb75e02e85fdd75c760cdc43f5d6863"
-uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.6"
-
-[[deps.IntervalSets]]
-deps = ["Dates", "Random", "Statistics"]
-git-tree-sha1 = "16c0cc91853084cb5f58a78bd209513900206ce6"
-uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.4"
-
-[[deps.InverseFunctions]]
-deps = ["Test"]
-git-tree-sha1 = "49510dfcb407e572524ba94aeae2fced1f3feb0f"
-uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
-version = "0.1.8"
-
-[[deps.InvertedIndices]]
-git-tree-sha1 = "82aec7a3dd64f4d9584659dc0b62ef7db2ef3e19"
-uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
-version = "1.2.0"
-
-[[deps.IrrationalConstants]]
-git-tree-sha1 = "7fd44fd4ff43fc60815f8e764c0f352b83c49151"
-uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
-version = "0.1.1"
-
-[[deps.Isoband]]
-deps = ["isoband_jll"]
-git-tree-sha1 = "f9b6d97355599074dc867318950adaa6f9946137"
-uuid = "f1662d9f-8043-43de-a69a-05efc1cc6ff4"
-version = "0.1.1"
-
-[[deps.IterTools]]
-git-tree-sha1 = "fa6287a4469f5e048d763df38279ee729fbd44e5"
-uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.4.0"
-
-[[deps.IteratorInterfaceExtensions]]
-git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
-uuid = "82899510-4779-5014-852e-03e436cf321d"
-version = "1.0.0"
-
-[[deps.JLLWrappers]]
-deps = ["Preferences"]
-git-tree-sha1 = "abc9885a7ca2052a736a600f7fa66209f96506e1"
-uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.4.1"
-
-[[deps.JSON]]
-deps = ["Dates", "Mmap", "Parsers", "Unicode"]
-git-tree-sha1 = "3c837543ddb02250ef42f4738347454f95079d4e"
-uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
-version = "0.21.3"
-
-[[deps.JpegTurbo]]
-deps = ["CEnum", "FileIO", "ImageCore", "JpegTurbo_jll", "TOML"]
-git-tree-sha1 = "a77b273f1ddec645d1b7c4fd5fb98c8f90ad10a5"
-uuid = "b835a17e-a41a-41e7-81f0-2f016b05efe0"
-version = "0.1.1"
-
-[[deps.JpegTurbo_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "b53380851c6e6664204efb2e62cd24fa5c47e4ba"
-uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.2+0"
-
-[[deps.KernelDensity]]
-deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "9816b296736292a80b9a3200eb7fbb57aaa3917a"
-uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.5"
-
-[[deps.LAME_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f6250b16881adf048549549fba48b1161acdac8c"
-uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
-version = "3.100.1+0"
-
-[[deps.LZO_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "e5b909bcf985c5e2605737d2ce278ed791b89be6"
-uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
-version = "2.10.1+0"
-
-[[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
-uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
-
-[[deps.LazyArtifacts]]
-deps = ["Artifacts", "Pkg"]
-uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
-
-[[deps.LazyModules]]
-git-tree-sha1 = "a560dd966b386ac9ae60bdd3a3d3a326062d3c3e"
-uuid = "8cdb02fc-e678-4876-92c5-9defec4f444e"
-version = "0.3.1"
-
-[[deps.LibCURL]]
-deps = ["LibCURL_jll", "MozillaCACerts_jll"]
-uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
-
-[[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"
-
-[[deps.LibGit2]]
-deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
-uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
-
-[[deps.LibSSH2_jll]]
-deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
-uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
-
-[[deps.Libdl]]
-uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
-
-[[deps.Libffi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "0b4a5d71f3e5200a7dff793393e09dfc2d874290"
-uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
-version = "3.2.2+1"
-
-[[deps.Libgcrypt_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll", "Pkg"]
-git-tree-sha1 = "64613c82a59c120435c067c2b809fc61cf5166ae"
-uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
-version = "1.8.7+0"
-
-[[deps.Libglvnd_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll", "Xorg_libXext_jll"]
-git-tree-sha1 = "6f73d1dd803986947b2c750138528a999a6c7733"
-uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
-version = "1.6.0+0"
-
-[[deps.Libgpg_error_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "c333716e46366857753e273ce6a69ee0945a6db9"
-uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
-version = "1.42.0+0"
-
-[[deps.Libiconv_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "42b62845d70a619f063a7da093d995ec8e15e778"
-uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
-version = "1.16.1+1"
-
-[[deps.Libmount_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "9c30530bf0effd46e15e0fdcf2b8636e78cbbd73"
-uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
-version = "2.35.0+0"
-
-[[deps.Libuuid_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "7f3efec06033682db852f8b3bc3c1d2b0a0ab066"
-uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
-version = "2.36.0+0"
-
-[[deps.LinearAlgebra]]
-deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
-uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-
-[[deps.LogExpFunctions]]
-deps = ["ChainRulesCore", "ChangesOfVariables", "DocStringExtensions", "InverseFunctions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "946607f84feb96220f480e0422d3484c49c00239"
-uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.19"
-
-[[deps.Logging]]
-uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
-
-[[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "2ce8695e1e699b68702c03402672a69f54b8aca9"
-uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2022.2.0+0"
-
-[[deps.MacroTools]]
-deps = ["Markdown", "Random"]
-git-tree-sha1 = "42324d08725e200c23d4dfb549e0d5d89dede2d2"
-uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.10"
-
-[[deps.Makie]]
-deps = ["Animations", "Base64", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "Contour", "Distributions", "DocStringExtensions", "FFMPEG", "FileIO", "FixedPointNumbers", "Formatting", "FreeType", "FreeTypeAbstraction", "GeometryBasics", "GridLayoutBase", "ImageIO", "InteractiveUtils", "IntervalSets", "Isoband", "KernelDensity", "LaTeXStrings", "LinearAlgebra", "MakieCore", "Markdown", "Match", "MathTeXEngine", "MiniQhull", "Observables", "OffsetArrays", "Packing", "PlotUtils", "PolygonOps", "Printf", "Random", "RelocatableFolders", "Serialization", "Setfield", "Showoff", "SignedDistanceFields", "SnoopPrecompile", "SparseArrays", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun"]
-git-tree-sha1 = "7154536d78dcde1c4321b50e0e8dda90995f1f6f"
-uuid = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
-version = "0.19.0"
-
-[[deps.MakieCore]]
-deps = ["Observables"]
-git-tree-sha1 = "5357b0696f7c245941389995e193c127190d45f8"
-uuid = "20f20a25-4f0e-4fdf-b5d1-57303727442b"
-version = "0.6.0"
-
-[[deps.MappedArrays]]
-git-tree-sha1 = "e8b359ef06ec72e8c030463fe02efe5527ee5142"
-uuid = "dbb5928d-eab1-5f90-85c2-b9b0edb7c900"
-version = "0.4.1"
-
-[[deps.Markdown]]
-deps = ["Base64"]
-uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
-
-[[deps.Match]]
-git-tree-sha1 = "1d9bc5c1a6e7ee24effb93f175c9342f9154d97f"
-uuid = "7eb4fadd-790c-5f42-8a69-bfa0b872bfbf"
-version = "1.2.0"
-
-[[deps.MathTeXEngine]]
-deps = ["AbstractTrees", "Automa", "DataStructures", "FreeTypeAbstraction", "GeometryBasics", "LaTeXStrings", "REPL", "RelocatableFolders", "Test", "UnicodeFun"]
-git-tree-sha1 = "f04120d9adf4f49be242db0b905bea0be32198d1"
-uuid = "0a4f8689-d25c-4efe-a92b-7142dfc1aa53"
-version = "0.5.4"
-
-[[deps.MbedTLS_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.0+0"
-
-[[deps.MeshIO]]
-deps = ["ColorTypes", "FileIO", "GeometryBasics", "Printf"]
-git-tree-sha1 = "8be09d84a2d597c7c0c34d7d604c039c9763e48c"
-uuid = "7269a6da-0436-5bbc-96c2-40638cbb6118"
-version = "0.4.10"
-
-[[deps.MiniQhull]]
-deps = ["QhullMiniWrapper_jll"]
-git-tree-sha1 = "9dc837d180ee49eeb7c8b77bb1c860452634b0d1"
-uuid = "978d7f02-9e05-4691-894f-ae31a51d76ca"
-version = "0.4.0"
-
-[[deps.Missings]]
-deps = ["DataAPI"]
-git-tree-sha1 = "bf210ce90b6c9eed32d25dbcae1ebc565df2687f"
-uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
-version = "1.0.2"
-
-[[deps.Mmap]]
-uuid = "a63ad114-7e13-5084-954f-fe012c677804"
-
-[[deps.ModernGL]]
-deps = ["Libdl"]
-git-tree-sha1 = "cb7f10a4e69af6d022747ff181e3976f3de34408"
-uuid = "66fc600b-dfda-50eb-8b99-91cfa97b1301"
-version = "1.1.6"
-
-[[deps.MosaicViews]]
-deps = ["MappedArrays", "OffsetArrays", "PaddedViews", "StackViews"]
-git-tree-sha1 = "7b86a5d4d70a9f5cdf2dacb3cbe6d251d1a61dbe"
-uuid = "e94cdb99-869f-56ef-bcf0-1ae2bcbe0389"
-version = "0.3.4"
-
-[[deps.MozillaCACerts_jll]]
-uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2022.10.11"
-
-[[deps.NaNMath]]
-deps = ["OpenLibm_jll"]
-git-tree-sha1 = "a7c3d1da1189a1c2fe843a3bfa04d18d20eb3211"
-uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
-version = "1.0.1"
-
-[[deps.NamedArrays]]
-deps = ["Combinatorics", "DataStructures", "DelimitedFiles", "InvertedIndices", "LinearAlgebra", "Random", "Requires", "SparseArrays", "Statistics"]
-git-tree-sha1 = "2fd5787125d1a93fbe30961bd841707b8a80d75b"
-uuid = "86f7a689-2022-50b4-a561-43c23ac3c673"
-version = "0.9.6"
-
-[[deps.NamedTupleTools]]
-git-tree-sha1 = "17eeb975b00de066fb343aa8d56884f51d4a651c"
-uuid = "d9ec5142-1e00-5aa0-9d6a-321866360f50"
-version = "0.14.1"
-
-[[deps.Netpbm]]
-deps = ["FileIO", "ImageCore", "ImageMetadata"]
-git-tree-sha1 = "5ae7ca23e13855b3aba94550f26146c01d259267"
-uuid = "f09324ee-3d7c-5217-9330-fc30815ba969"
-version = "1.1.0"
-
-[[deps.NetworkOptions]]
-uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
-version = "1.2.0"
-
-[[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
-uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
-
-[[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "f71d8950b724e9ff6110fc948dff5a329f901d64"
-uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.8"
-
-[[deps.Ogg_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f"
-uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051"
-version = "1.3.5+1"
-
-[[deps.OpenBLAS_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
-uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.21+0"
-
-[[deps.OpenEXR]]
-deps = ["Colors", "FileIO", "OpenEXR_jll"]
-git-tree-sha1 = "327f53360fdb54df7ecd01e96ef1983536d1e633"
-uuid = "52e1d378-f018-4a11-a4be-720524705ac7"
-version = "0.3.2"
-
-[[deps.OpenEXR_jll]]
-deps = ["Artifacts", "Imath_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "923319661e9a22712f24596ce81c54fc0366f304"
-uuid = "18a262bb-aa17-5467-a713-aee519bc75cb"
-version = "3.1.1+0"
-
-[[deps.OpenLibm_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
-version = "0.8.1+0"
-
-[[deps.OpenSSL_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f6e9dba33f9f2c44e08a020b0caf6903be540004"
-uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.19+0"
-
-[[deps.OpenSpecFun_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1"
-uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
-version = "0.5.5+0"
-
-[[deps.Opus_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "51a08fb14ec28da2ec7a927c4337e4332c2a4720"
-uuid = "91d4177d-7536-5919-b921-800302f37372"
-version = "1.3.2+0"
-
-[[deps.OrderedCollections]]
-git-tree-sha1 = "85f8e6578bf1f9ee0d11e7bb1b1456435479d47c"
-uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.4.1"
-
-[[deps.PCRE2_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
-version = "10.40.0+0"
-
-[[deps.PDMats]]
-deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "cf494dca75a69712a72b80bc48f59dcf3dea63ec"
-uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.16"
-
-[[deps.PNGFiles]]
-deps = ["Base64", "CEnum", "ImageCore", "IndirectArrays", "OffsetArrays", "libpng_jll"]
-git-tree-sha1 = "f809158b27eba0c18c269cf2a2be6ed751d3e81d"
-uuid = "f57f5aa1-a3ce-4bc8-8ab9-96f992907883"
-version = "0.3.17"
-
-[[deps.Packing]]
-deps = ["GeometryBasics"]
-git-tree-sha1 = "1155f6f937fa2b94104162f01fa400e192e4272f"
-uuid = "19eb6ba3-879d-56ad-ad62-d5c202156566"
-version = "0.4.2"
-
-[[deps.PaddedViews]]
-deps = ["OffsetArrays"]
-git-tree-sha1 = "03a7a85b76381a3d04c7a1656039197e70eda03d"
-uuid = "5432bcbf-9aad-5242-b902-cca2824c8663"
-version = "0.5.11"
-
-[[deps.Parameters]]
-deps = ["OrderedCollections", "UnPack"]
-git-tree-sha1 = "34c0e9ad262e5f7fc75b10a9952ca7692cfc5fbe"
-uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a"
-version = "0.12.3"
-
-[[deps.Parsers]]
-deps = ["Dates", "SnoopPrecompile"]
-git-tree-sha1 = "b64719e8b4504983c7fca6cc9db3ebc8acc2a4d6"
-uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.5.1"
-
-[[deps.Pixman_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "b4f5d02549a10e20780a24fce72bea96b6329e29"
-uuid = "30392449-352a-5448-841d-b1acce4e97dc"
-version = "0.40.1+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 = "1.8.0"
-
-[[deps.PkgVersion]]
-deps = ["Pkg"]
-git-tree-sha1 = "f6cf8e7944e50901594838951729a1861e668cb8"
-uuid = "eebad327-c553-4316-9ea0-9fa01ccd7688"
-version = "0.3.2"
-
-[[deps.PlotUtils]]
-deps = ["ColorSchemes", "Colors", "Dates", "Printf", "Random", "Reexport", "SnoopPrecompile", "Statistics"]
-git-tree-sha1 = "5b7690dd212e026bbab1860016a6601cb077ab66"
-uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.3.2"
-
-[[deps.PolygonOps]]
-git-tree-sha1 = "77b3d3605fc1cd0b42d95eba87dfcd2bf67d5ff6"
-uuid = "647866c9-e3ac-4575-94e7-e3d426903924"
-version = "0.1.2"
-
-[[deps.PooledArrays]]
-deps = ["DataAPI", "Future"]
-git-tree-sha1 = "a6062fe4063cdafe78f4a0a81cfffb89721b30e7"
-uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720"
-version = "1.4.2"
-
-[[deps.Preferences]]
-deps = ["TOML"]
-git-tree-sha1 = "47e5f437cc0e7ef2ce8406ce1e7e24d44915f88d"
-uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.3.0"
-
-[[deps.PrettyTables]]
-deps = ["Crayons", "Formatting", "LaTeXStrings", "Markdown", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "96f6db03ab535bdb901300f88335257b0018689d"
-uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.2"
-
-[[deps.Printf]]
-deps = ["Unicode"]
-uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
-
-[[deps.ProgressMeter]]
-deps = ["Distributed", "Printf"]
-git-tree-sha1 = "d7a7aef8f8f2d537104f170139553b14dfe39fe9"
-uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
-version = "1.7.2"
-
-[[deps.QOI]]
-deps = ["ColorTypes", "FileIO", "FixedPointNumbers"]
-git-tree-sha1 = "18e8f4d1426e965c7b532ddd260599e1510d26ce"
-uuid = "4b34888f-f399-49d4-9bb3-47ed5cae4e65"
-version = "1.0.0"
-
-[[deps.QhullMiniWrapper_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Qhull_jll"]
-git-tree-sha1 = "607cf73c03f8a9f83b36db0b86a3a9c14179621f"
-uuid = "460c41e3-6112-5d7f-b78c-b6823adb3f2d"
-version = "1.0.0+1"
-
-[[deps.Qhull_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "238dd7e2cc577281976b9681702174850f8d4cbc"
-uuid = "784f63db-0788-585a-bace-daefebcd302b"
-version = "8.0.1001+0"
-
-[[deps.QuadGK]]
-deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "97aa253e65b784fd13e83774cadc95b38011d734"
-uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.6.0"
-
-[[deps.REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
-uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
-
-[[deps.Random]]
-deps = ["SHA", "Serialization"]
-uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
-
-[[deps.RangeArrays]]
-git-tree-sha1 = "b9039e93773ddcfc828f12aadf7115b4b4d225f5"
-uuid = "b3c3ace0-ae52-54e7-9d0b-2c1406fd6b9d"
-version = "0.3.2"
-
-[[deps.Ratios]]
-deps = ["Requires"]
-git-tree-sha1 = "dc84268fe0e3335a62e315a3a7cf2afa7178a734"
-uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
-version = "0.4.3"
-
-[[deps.Reexport]]
-git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
-uuid = "189a3867-3050-52da-a836-e630ba90ab69"
-version = "1.2.2"
-
-[[deps.RegressionAndOtherStories]]
-deps = ["CSV", "CategoricalArrays", "DataFrames", "DataStructures", "Dates", "DelimitedFiles", "Distributions", "DocStringExtensions", "GLM", "KernelDensity", "LaTeXStrings", "LinearAlgebra", "NamedArrays", "NamedTupleTools", "Parameters", "Random", "Reexport", "Requires", "Statistics", "StatsBase", "StatsFuns", "Unicode"]
-git-tree-sha1 = "c51d40e4a3d277fdb711756ae0e1bfee803f2b31"
-uuid = "21324389-b050-441a-ba7b-9a837781bda0"
-version = "0.7.4"
-
-[[deps.RelocatableFolders]]
-deps = ["SHA", "Scratch"]
-git-tree-sha1 = "90bc7a7c96410424509e4263e277e43250c05691"
-uuid = "05181044-ff0b-4ac5-8273-598c1e38db00"
-version = "1.0.0"
-
-[[deps.Requires]]
-deps = ["UUIDs"]
-git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
-uuid = "ae029012-a4dd-5104-9daa-d747884805df"
-version = "1.3.0"
-
-[[deps.Rmath]]
-deps = ["Random", "Rmath_jll"]
-git-tree-sha1 = "bf3188feca147ce108c76ad82c2792c57abe7b1f"
-uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
-version = "0.7.0"
-
-[[deps.Rmath_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "68db32dff12bb6127bac73c209881191bf0efbb7"
-uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
-version = "0.3.0+0"
-
-[[deps.SHA]]
-uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
-version = "0.7.0"
-
-[[deps.SIMD]]
-git-tree-sha1 = "bc12e315740f3a36a6db85fa2c0212a848bd239e"
-uuid = "fdea26ae-647d-5447-a871-4b548cad5224"
-version = "3.4.2"
-
-[[deps.ScanByte]]
-deps = ["Libdl", "SIMD"]
-git-tree-sha1 = "2436b15f376005e8790e318329560dcc67188e84"
-uuid = "7b38b023-a4d7-4c5e-8d43-3f3097f304eb"
-version = "0.3.3"
-
-[[deps.Scratch]]
-deps = ["Dates"]
-git-tree-sha1 = "f94f779c94e58bf9ea243e77a37e16d9de9126bd"
-uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.1.1"
-
-[[deps.SentinelArrays]]
-deps = ["Dates", "Random"]
-git-tree-sha1 = "efd23b378ea5f2db53a55ae53d3133de4e080aa9"
-uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.3.16"
-
-[[deps.Serialization]]
-uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
-
-[[deps.Setfield]]
-deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
-git-tree-sha1 = "e2cc6d8c88613c05e1defb55170bf5ff211fbeac"
-uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
-version = "1.1.1"
-
-[[deps.ShaderAbstractions]]
-deps = ["ColorTypes", "FixedPointNumbers", "GeometryBasics", "LinearAlgebra", "Observables", "StaticArrays", "StructArrays", "Tables"]
-git-tree-sha1 = "6b5bba824b515ec026064d1e7f5d61432e954b71"
-uuid = "65257c39-d410-5151-9873-9b3e5be5013e"
-version = "0.2.9"
-
-[[deps.SharedArrays]]
-deps = ["Distributed", "Mmap", "Random", "Serialization"]
-uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
-
-[[deps.ShiftedArrays]]
-git-tree-sha1 = "503688b59397b3307443af35cd953a13e8005c16"
-uuid = "1277b4bf-5013-50f5-be3d-901d8477a67a"
-version = "2.0.0"
-
-[[deps.Showoff]]
-deps = ["Dates", "Grisu"]
-git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de"
-uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
-version = "1.0.3"
-
-[[deps.SignedDistanceFields]]
-deps = ["Random", "Statistics", "Test"]
-git-tree-sha1 = "d263a08ec505853a5ff1c1ebde2070419e3f28e9"
-uuid = "73760f76-fbc4-59ce-8f25-708e95d2df96"
-version = "0.4.0"
-
-[[deps.SimpleTraits]]
-deps = ["InteractiveUtils", "MacroTools"]
-git-tree-sha1 = "5d7e3f4e11935503d3ecaf7186eac40602e7d231"
-uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
-version = "0.9.4"
-
-[[deps.Sixel]]
-deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"]
-git-tree-sha1 = "8fb59825be681d451c246a795117f317ecbcaa28"
-uuid = "45858cf5-a6b0-47a3-bbea-62219f50df47"
-version = "0.1.2"
-
-[[deps.SnoopPrecompile]]
-git-tree-sha1 = "f604441450a3c0569830946e5b33b78c928e1a85"
-uuid = "66db9d55-30c0-4569-8b51-7e840670fc0c"
-version = "1.0.1"
-
-[[deps.Sockets]]
-uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
-
-[[deps.SortingAlgorithms]]
-deps = ["DataStructures"]
-git-tree-sha1 = "a4ada03f999bd01b3a25dcaa30b2d929fe537e00"
-uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.0"
-
-[[deps.SparseArrays]]
-deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
-uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-
-[[deps.SpecialFunctions]]
-deps = ["ChainRulesCore", "IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "d75bda01f8c31ebb72df80a46c88b25d1c79c56d"
-uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.1.7"
-
-[[deps.StackViews]]
-deps = ["OffsetArrays"]
-git-tree-sha1 = "46e589465204cd0c08b4bd97385e4fa79a0c770c"
-uuid = "cae243ae-269e-4f55-b966-ac2d0dc13c15"
-version = "0.1.1"
-
-[[deps.StanBase]]
-deps = ["CSV", "DataFrames", "DelimitedFiles", "Distributed", "DocStringExtensions", "Documenter", "JSON", "NamedTupleTools", "Parameters", "Random", "Unicode"]
-git-tree-sha1 = "9c1be7357e148627c5c2c0afaf2ba287fc81b48b"
-uuid = "d0ee94f6-a23d-54aa-bbe9-7f572d6da7f5"
-version = "4.7.4"
-
-[[deps.StanSample]]
-deps = ["CSV", "CompatHelperLocal", "DataFrames", "DelimitedFiles", "Distributed", "DocStringExtensions", "JSON", "NamedTupleTools", "OrderedCollections", "Parameters", "Random", "Reexport", "Requires", "Serialization", "StanBase", "TableOperations", "Tables", "Unicode"]
-git-tree-sha1 = "7b8c4ab8bb993296e93a64d1a4a09b9f79b8ffb5"
-uuid = "c1514b29-d3a0-5178-b312-660c88baa699"
-version = "6.13.7"
-
-[[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore", "Statistics"]
-git-tree-sha1 = "ffc098086f35909741f71ce21d03dadf0d2bfa76"
-uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.5.11"
-
-[[deps.StaticArraysCore]]
-git-tree-sha1 = "6b7ba252635a5eff6a0b0664a41ee140a1c9e72a"
-uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
-version = "1.4.0"
-
-[[deps.Statistics]]
-deps = ["LinearAlgebra", "SparseArrays"]
-uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
-version = "1.9.0"
-
-[[deps.StatsAPI]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "f9af7f195fb13589dd2e2d57fdb401717d2eb1f6"
-uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
-version = "1.5.0"
-
-[[deps.StatsBase]]
-deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "d1bf48bfcc554a3761a133fe3a9bb01488e06916"
-uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.33.21"
-
-[[deps.StatsFuns]]
-deps = ["ChainRulesCore", "HypergeometricFunctions", "InverseFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "ab6083f09b3e617e34a956b43e9d51b824206932"
-uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.1.1"
-
-[[deps.StatsModels]]
-deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "REPL", "ShiftedArrays", "SparseArrays", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "a5e15f27abd2692ccb61a99e0854dfb7d48017db"
-uuid = "3eaba693-59b7-5ba5-a881-562e759f1c8d"
-version = "0.6.33"
-
-[[deps.StringManipulation]]
-git-tree-sha1 = "46da2434b41f41ac3594ee9816ce5541c6096123"
-uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
-version = "0.3.0"
-
-[[deps.StructArrays]]
-deps = ["Adapt", "DataAPI", "StaticArraysCore", "Tables"]
-git-tree-sha1 = "13237798b407150a6d2e2bce5d793d7d9576e99e"
-uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-version = "0.6.13"
-
-[[deps.SuiteSparse]]
-deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
-uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
-
-[[deps.SuiteSparse_jll]]
-deps = ["Artifacts", "Libdl", "Pkg", "libblastrampoline_jll"]
-uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "5.10.1+0"
-
-[[deps.TOML]]
-deps = ["Dates"]
-uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
-version = "1.0.3"
-
-[[deps.TableOperations]]
-deps = ["SentinelArrays", "Tables", "Test"]
-git-tree-sha1 = "e383c87cf2a1dc41fa30c093b2a19877c83e1bc1"
-uuid = "ab02a1b2-a7df-11e8-156e-fb1833f50b87"
-version = "1.2.0"
-
-[[deps.TableTraits]]
-deps = ["IteratorInterfaceExtensions"]
-git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
-uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
-version = "1.0.1"
-
-[[deps.Tables]]
-deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits", "Test"]
-git-tree-sha1 = "c79322d36826aa2f4fd8ecfa96ddb47b174ac78d"
-uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.10.0"
-
-[[deps.Tar]]
-deps = ["ArgTools", "SHA"]
-uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
-version = "1.10.0"
-
-[[deps.TensorCore]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6"
-uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50"
-version = "0.1.1"
-
-[[deps.Test]]
-deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
-uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
-
-[[deps.TiffImages]]
-deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "UUIDs"]
-git-tree-sha1 = "f8cd5b95aae14d3d88da725414bdde342457366f"
-uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
-version = "0.6.2"
-
-[[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "e4bdc63f5c6d62e80eb1c0043fcc0360d5950ff7"
-uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.10"
-
-[[deps.TriplotBase]]
-git-tree-sha1 = "4d4ed7f294cda19382ff7de4c137d24d16adc89b"
-uuid = "981d1d27-644d-49a2-9326-4793e63143c3"
-version = "0.1.0"
-
-[[deps.UUIDs]]
-deps = ["Random", "SHA"]
-uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
-
-[[deps.UnPack]]
-git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
-uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
-version = "1.0.2"
-
-[[deps.Unicode]]
-uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
-
-[[deps.UnicodeFun]]
-deps = ["REPL"]
-git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf"
-uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1"
-version = "0.4.1"
-
-[[deps.WeakRefStrings]]
-deps = ["DataAPI", "InlineStrings", "Parsers"]
-git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
-uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
-version = "1.4.2"
-
-[[deps.WoodburyMatrices]]
-deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
-uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
-
-[[deps.XML2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "58443b63fb7e465a8a7210828c91c08b92132dff"
-uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.9.14+0"
-
-[[deps.XSLT_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
-git-tree-sha1 = "91844873c4085240b95e795f692c4cec4d805f8a"
-uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
-version = "1.1.34+0"
-
-[[deps.Xorg_libX11_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
-git-tree-sha1 = "5be649d550f3f4b95308bf0183b82e2582876527"
-uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
-version = "1.6.9+4"
-
-[[deps.Xorg_libXau_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4e490d5c960c314f33885790ed410ff3a94ce67e"
-uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
-version = "1.0.9+4"
-
-[[deps.Xorg_libXcursor_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXfixes_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "12e0eb3bc634fa2080c1c37fccf56f7c22989afd"
-uuid = "935fb764-8cf2-53bf-bb30-45bb1f8bf724"
-version = "1.2.0+4"
-
-[[deps.Xorg_libXdmcp_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4fe47bd2247248125c428978740e18a681372dd4"
-uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
-version = "1.1.3+4"
-
-[[deps.Xorg_libXext_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
-git-tree-sha1 = "b7c0aa8c376b31e4852b360222848637f481f8c3"
-uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
-version = "1.3.4+4"
-
-[[deps.Xorg_libXfixes_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
-git-tree-sha1 = "0e0dc7431e7a0587559f9294aeec269471c991a4"
-uuid = "d091e8ba-531a-589c-9de9-94069b037ed8"
-version = "5.0.3+4"
-
-[[deps.Xorg_libXi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXfixes_jll"]
-git-tree-sha1 = "89b52bc2160aadc84d707093930ef0bffa641246"
-uuid = "a51aa0fd-4e3c-5386-b890-e753decda492"
-version = "1.7.10+4"
-
-[[deps.Xorg_libXinerama_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll"]
-git-tree-sha1 = "26be8b1c342929259317d8b9f7b53bf2bb73b123"
-uuid = "d1454406-59df-5ea1-beac-c340f2130bc3"
-version = "1.1.4+4"
-
-[[deps.Xorg_libXrandr_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "34cea83cb726fb58f325887bf0612c6b3fb17631"
-uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
-version = "1.5.2+4"
-
-[[deps.Xorg_libXrender_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
-git-tree-sha1 = "19560f30fd49f4d4efbe7002a1037f8c43d43b96"
-uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
-version = "0.9.10+4"
-
-[[deps.Xorg_libpthread_stubs_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "6783737e45d3c59a4a4c4091f5f88cdcf0908cbb"
-uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
-version = "0.1.0+3"
-
-[[deps.Xorg_libxcb_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
-git-tree-sha1 = "daf17f441228e7a3833846cd048892861cff16d6"
-uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
-version = "1.13.0+3"
-
-[[deps.Xorg_xtrans_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "79c31e7844f6ecf779705fbc12146eb190b7d845"
-uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
-version = "1.4.0+3"
-
-[[deps.Zlib_jll]]
-deps = ["Libdl"]
-uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.13+0"
-
-[[deps.isoband_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "51b5eeb3f98367157a7a12a1fb0aa5328946c03c"
-uuid = "9a68df92-36a6-505f-a73e-abb412b6bfb4"
-version = "0.2.3+0"
-
-[[deps.libaom_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "3a2ea60308f0996d26f1e5354e10c24e9ef905d4"
-uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
-version = "3.4.0+0"
-
-[[deps.libass_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "5982a94fcba20f02f42ace44b9894ee2b140fe47"
-uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
-version = "0.15.1+0"
-
-[[deps.libblastrampoline_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.2.0+0"
-
-[[deps.libfdk_aac_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "daacc84a041563f965be61859a36e17c4e4fcd55"
-uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
-version = "2.0.2+0"
-
-[[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
-uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
-
-[[deps.libsixel_jll]]
-deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]
-git-tree-sha1 = "d4f63314c8aa1e48cd22aa0c17ed76cd1ae48c3c"
-uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
-version = "1.10.3+0"
-
-[[deps.libvorbis_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
-git-tree-sha1 = "b910cb81ef3fe6e78bf6acee440bda86fd6ae00c"
-uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
-version = "1.3.7+1"
-
-[[deps.nghttp2_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
-
-[[deps.p7zip_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.4.0+0"
-
-[[deps.x264_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2"
-uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
-version = "2021.5.5+0"
-
-[[deps.x265_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9"
-uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
-version = "3.5.0+0"
-"""
-
-# ╔═╡ Cell order:
-# ╟─fa1ee718-a00b-4969-860b-798409045a51
-# ╟─cf39df58-3371-4535-88e4-f3f6c0404500
-# ╠═0616ece8-ccf8-4281-bfed-9c1192edf88e
-# ╟─4755dab0-d228-41d3-934a-56f2863a5652
-# ╠═5084b8f0-65ac-4704-b1fc-2a9008132bd7
-# ╠═550371ad-d411-4e66-9d63-7329322c6ea1
-# ╟─5fdc1b11-ce9b-4f67-8e2e-5ab22cd75b70
-# ╠═100e2ea9-17e5-4eef-b880-823311f5d496
-# ╠═d830f41c-0fb6-4bff-9fe0-0bd51f444779
-# ╠═bdc2ae99-233f-4bf7-9426-906029fd71f0
-# ╟─5727d281-2c11-4b65-b492-58a7afcac0ac
-# ╠═4f2e4d69-35c7-4693-ae12-503f37b771f1
-# ╠═060268ec-c4bc-4d97-874d-37f1b192e399
-# ╠═f1f43a67-d5e1-48c6-8b69-893f4d2e9c1e
-# ╠═0a2c175e-1d75-4c3e-89b7-88a5caa1bf07
-# ╠═1c1b1cfd-dc7b-40f5-8a63-aa332d42d2f8
-# ╠═478e931b-3be1-44b1-ac4d-e470c574874f
-# ╠═feda7416-1195-489f-991d-8a876507db45
-# ╠═2775bef8-9f19-48fa-a92f-536060e59aad
-# ╠═a6f798cf-8ec1-4b3a-bebc-77c5371530be
-# ╠═e936c5c3-f5c7-423d-846b-529f77499b34
-# ╟─9fb10ce6-9ea3-4857-bc4d-5b139d27eb06
-# ╠═1f512a86-6a42-4f3c-bb50-ebb53791c1b9
-# ╠═bdd4422c-0eea-4f08-b9ae-efc396c0bce4
-# ╠═44eccff8-f882-45aa-879e-3b245770196e
-# ╠═c6792359-c10a-4c1a-a764-c12b85cf24e8
-# ╟─3539edb8-bb39-402a-8641-cadcedae905a
-# ╠═274dc84c-b416-4f9e-8ff2-6ca0f08a40cf
-# ╠═953eea61-f05f-4233-86aa-d5af3b47b41e
-# ╠═9d1a8b9a-2b0c-4b8d-af31-1717e7a5ecd7
-# ╠═b222454b-6f4d-4d91-8374-a264873870bf
-# ╠═7e6a43cb-8789-422c-80d2-6a154b576c56
-# ╠═1503a0c8-20ff-4821-8dc8-7299617628ef
-# ╠═e5129e29-9281-4796-88b6-020d9e8d580c
-# ╠═0c17b7d0-cb6e-4ccc-8685-1fa962aebebf
-# ╠═9c82419f-3577-46a4-b759-2badbcd1411f
-# ╠═450c557d-5e11-4061-b807-fffb429212f7
-# ╠═7a709a1a-e8b1-4c3f-abcb-e3facd87fee9
-# ╠═4b433a67-2a29-41c2-a04a-83572eb09dd2
-# ╠═79aa12f4-abef-479a-8644-25a9f5588f22
-# ╠═3648ec90-7fda-4047-b0dc-0c448f795431
-# ╠═52c42c16-03f7-4416-9180-835b7ed9d942
-# ╠═dca12cf4-6d3c-4899-8b70-c7d974705064
-# ╟─00000000-0000-0000-0000-000000000001
-# ╟─00000000-0000-0000-0000-000000000002
diff --git a/Examples_Notebooks/InferenceObjects.jl b/Examples_Notebooks/InferenceObjects.jl
index 0bf5c31f..4d3e7679 100644
--- a/Examples_Notebooks/InferenceObjects.jl
+++ b/Examples_Notebooks/InferenceObjects.jl
@@ -1,5 +1,5 @@
 ### A Pluto.jl notebook ###
-# v0.19.16
+# v0.19.18
 
 using Markdown
 using InteractiveUtils
@@ -79,15 +79,8 @@ end;
 # ╔═╡ d572fb32-4ccf-4ba9-a995-48877e90f232
 if success(rc)
 
-    idata = inferencedata(m_schools)
-
-    nt = namedtuple(data)
-
-    # Until InferenceObjects issue #36 is merged
-    ntu=(sigma=nt.sigma, J=[4], y=nt.y)
-    
-    idata = merge(idata, from_namedtuple(; observed_data = ntu))
-
+    idata = inferencedata(m_schools; log_likelihood_var=:log_lik, posterior_predictive_var=:y_hat)
+    idata = merge(idata, from_namedtuple(; observed_data = namedtuple(data)))
 else
     @warn "Sampling failed."
 end
@@ -96,6 +89,9 @@ end
 # ╔═╡ 150f9cea-91da-4648-8469-dfb4c852227a
 md" ##### To see more details, click on any of the triangles above or specify group as shown below."
 
+# ╔═╡ 3b2eee33-a2f2-4dc8-a4a1-89fa036a1385
+idata.posterior
+
 # ╔═╡ 4d703d31-d03e-4c37-b4b9-c29f29b5cc62
 if :observed_data in propertynames(idata)
 	idata.observed_data
@@ -113,6 +109,15 @@ post_schools = read_samples(m_schools, :dataframe; start=1001)
 # ╔═╡ 4da97b66-2c45-4c19-aa32-487a95fb23e9
 posterior_schools = DataFrame(idata.posterior)
 
+# ╔═╡ 8f52ef47-46e2-4028-83f1-c9cd183bc799
+DataFrame(inferencedata(m_schools).posterior) |> size
+
+# ╔═╡ 2e19a32a-4a26-4b53-8173-ea3d74eb19f4
+DataFrame(inferencedata(m_schools; dims=(theta=[:school], theta_tilde=[:school])).posterior)
+
+# ╔═╡ 30b9724d-73f4-4888-9698-b01f0ed1c720
+DataFrame(inferencedata(m_schools; dims=(theta=[:school], theta_tilde=[:school])).posterior) |> size
+
 # ╔═╡ 00000000-0000-0000-0000-000000000001
 PLUTO_PROJECT_TOML_CONTENTS = """
 [deps]
@@ -124,11 +129,11 @@ Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
 StanSample = "c1514b29-d3a0-5178-b312-660c88baa699"
 
 [compat]
-CSV = "~0.10.7"
+CSV = "~0.10.8"
 DataFrames = "~1.4.4"
-InferenceObjects = "~0.2.5"
-NamedTupleTools = "~0.14.1"
-StanSample = "~6.13.7"
+InferenceObjects = "~0.3.0"
+NamedTupleTools = "~0.14.2"
+StanSample = "~6.13.8"
 """
 
 # ╔═╡ 00000000-0000-0000-0000-000000000002
@@ -137,7 +142,7 @@ PLUTO_MANIFEST_TOML_CONTENTS = """
 
 julia_version = "1.10.0-DEV"
 manifest_format = "2.0"
-project_hash = "04f1bdf71c794e2f6ac06ca8d047f7f659ab5ecb"
+project_hash = "ae44de63df444ba476e72c536643e3f4974df324"
 
 [[deps.ANSIColoredPrinters]]
 git-tree-sha1 = "574baf8110975760d391c710b6341da1afa48d8c"
@@ -156,9 +161,9 @@ version = "1.1.1"
 
 [[deps.ArrayInterfaceCore]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "c46fb7dd1d8ca1d213ba25848a5ec4e47a1a1b08"
+git-tree-sha1 = "badccc4459ffffb6bce5628461119b7057dec32c"
 uuid = "30b0a656-2188-435a-8636-2ec0e6a096e2"
-version = "0.1.26"
+version = "0.1.27"
 
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
@@ -167,10 +172,10 @@ uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
 [[deps.CSV]]
-deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings"]
-git-tree-sha1 = "c5fd7cd27ac4aed0acf4b73948f0110ff2a854b2"
+deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "SentinelArrays", "SnoopPrecompile", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
+git-tree-sha1 = "8c73e96bd6817c2597cfd5615b91fca5deccf1af"
 uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
-version = "0.10.7"
+version = "0.10.8"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
@@ -240,9 +245,9 @@ version = "1.9.0"
 
 [[deps.DimensionalData]]
 deps = ["Adapt", "ArrayInterfaceCore", "ConstructionBase", "Dates", "Extents", "IntervalSets", "IteratorInterfaceExtensions", "LinearAlgebra", "Random", "RecipesBase", "SparseArrays", "Statistics", "TableTraits", "Tables"]
-git-tree-sha1 = "0da97e5280d6e3d375e992f687c413a4789e1fa9"
+git-tree-sha1 = "48eef48335b34aa69699a33060d4cea7b499024d"
 uuid = "0703355e-b756-11e9-17c0-8b28908087d0"
-version = "0.23.1"
+version = "0.23.2"
 
 [[deps.Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
@@ -250,9 +255,9 @@ uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.DocStringExtensions]]
 deps = ["LibGit2"]
-git-tree-sha1 = "c36550cb29cbe373e95b3f40486b9a4148f89ffd"
+git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.9.2"
+version = "0.9.3"
 
 [[deps.Documenter]]
 deps = ["ANSIColoredPrinters", "Base64", "Dates", "DocStringExtensions", "IOCapture", "InteractiveUtils", "JSON", "LibGit2", "Logging", "Markdown", "REPL", "Test", "Unicode"]
@@ -296,10 +301,10 @@ uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
 version = "0.2.2"
 
 [[deps.InferenceObjects]]
-deps = ["Compat", "Dates", "DimensionalData"]
-git-tree-sha1 = "96726b5b80563e1bccb453e0d1f7022ddbd5115b"
+deps = ["Compat", "Dates", "DimensionalData", "Tables"]
+git-tree-sha1 = "71bfda0025595c30cc162ac8a7019ab7e200866f"
 uuid = "b5cf5a8d-e756-4ee3-b014-01d49d192c00"
-version = "0.2.5"
+version = "0.3.0"
 
 [[deps.InlineStrings]]
 deps = ["Parsers"]
@@ -390,9 +395,9 @@ uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
 version = "2022.10.11"
 
 [[deps.NamedTupleTools]]
-git-tree-sha1 = "17eeb975b00de066fb343aa8d56884f51d4a651c"
+git-tree-sha1 = "e43cec005f0d7b51851669d3c4726dd4481aef80"
 uuid = "d9ec5142-1e00-5aa0-9d6a-321866360f50"
-version = "0.14.1"
+version = "0.14.2"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
@@ -416,9 +421,9 @@ version = "0.12.3"
 
 [[deps.Parsers]]
 deps = ["Dates", "SnoopPrecompile"]
-git-tree-sha1 = "b64719e8b4504983c7fca6cc9db3ebc8acc2a4d6"
+git-tree-sha1 = "6466e524967496866901a78fca3f2e9ea445a559"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.5.1"
+version = "2.5.2"
 
 [[deps.Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
@@ -499,15 +504,15 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.StanBase]]
 deps = ["CSV", "DataFrames", "DelimitedFiles", "Distributed", "DocStringExtensions", "Documenter", "JSON", "NamedTupleTools", "Parameters", "Random", "Unicode"]
-git-tree-sha1 = "9c1be7357e148627c5c2c0afaf2ba287fc81b48b"
+git-tree-sha1 = "70258a57edc0eff2a1e11185b49c7d66e3de075b"
 uuid = "d0ee94f6-a23d-54aa-bbe9-7f572d6da7f5"
-version = "4.7.4"
+version = "4.7.5"
 
 [[deps.StanSample]]
 deps = ["CSV", "CompatHelperLocal", "DataFrames", "DelimitedFiles", "Distributed", "DocStringExtensions", "JSON", "NamedTupleTools", "OrderedCollections", "Parameters", "Random", "Reexport", "Requires", "Serialization", "StanBase", "TableOperations", "Tables", "Unicode"]
-git-tree-sha1 = "7b8c4ab8bb993296e93a64d1a4a09b9f79b8ffb5"
+git-tree-sha1 = "18c30df5440f6d569a570ef4b6f1afc7fc5586a6"
 uuid = "c1514b29-d3a0-5178-b312-660c88baa699"
-version = "6.13.7"
+version = "6.13.8"
 
 [[deps.Statistics]]
 deps = ["LinearAlgebra", "SparseArrays"]
@@ -584,6 +589,11 @@ git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
 uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
 version = "1.4.2"
 
+[[deps.WorkerUtilities]]
+git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
+uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60"
+version = "1.6.1"
+
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
@@ -614,10 +624,14 @@ version = "17.4.0+0"
 # ╠═a1e486d9-ad7f-48ae-8d51-9ae446e6c030
 # ╠═d572fb32-4ccf-4ba9-a995-48877e90f232
 # ╟─150f9cea-91da-4648-8469-dfb4c852227a
+# ╠═3b2eee33-a2f2-4dc8-a4a1-89fa036a1385
 # ╠═4d703d31-d03e-4c37-b4b9-c29f29b5cc62
 # ╠═8a6367b7-92f9-498e-874d-868b0a402d3e
 # ╠═5bf5c448-5b76-4c77-9529-9106f94bc1ef
 # ╠═9a15cd96-2863-4b87-b3eb-3d14fb128b6d
 # ╠═4da97b66-2c45-4c19-aa32-487a95fb23e9
+# ╠═8f52ef47-46e2-4028-83f1-c9cd183bc799
+# ╠═2e19a32a-4a26-4b53-8173-ea3d74eb19f4
+# ╠═30b9724d-73f4-4888-9698-b01f0ed1c720
 # ╟─00000000-0000-0000-0000-000000000001
 # ╟─00000000-0000-0000-0000-000000000002
diff --git a/Examples_Notebooks/PosteriorDB.jl b/Examples_Notebooks/PosteriorDB.jl
index 9c274e67..8b7f588d 100644
--- a/Examples_Notebooks/PosteriorDB.jl
+++ b/Examples_Notebooks/PosteriorDB.jl
@@ -10,8 +10,9 @@ using Pkg
 # ╔═╡ e4d98ecf-1dd3-414b-ba5c-b6a7d71df3eb
 begin
 	using DataFrames
+	using Statistics
 	using PosteriorDB
-	using Stan
+	using StanSample
 end
 
 # ╔═╡ 34a9e246-547e-11ed-2c8e-5d545ad2b268
@@ -39,13 +40,13 @@ posterior_names(pdb)
 dataset_names(pdb)
 
 # ╔═╡ 54dd2074-76f0-4bd7-9406-94e9720d0daf
-post = posterior(pdb, "eight_schools-eight_schools_centered")
+posterior_pdb = posterior(pdb, "eight_schools-eight_schools_centered")
 
 # ╔═╡ a0260880-429c-4888-a4be-9b1d6457de53
-mod = model(post)
+mod = model(posterior_pdb)
 
 # ╔═╡ 829195fc-adab-4f39-a69c-4c5c8d4916db
-info(post)
+info(posterior_pdb)
 
 # ╔═╡ 8feb8740-b286-4877-8587-7fde4419f90d
 begin
@@ -57,7 +58,7 @@ end
 impl = implementation(mod, "stan")
 
 # ╔═╡ 438253a2-5b62-46f9-a85e-8a89e42e1c82
-let
+begin
 	code = load(impl)
 	println(code)
 end
@@ -66,19 +67,19 @@ end
 info(mod)
 
 # ╔═╡ 0247e72a-afc8-4072-9fd6-78b4a0e1baf7
-data = dataset(post)
+post = dataset(posterior_pdb)
 
 # ╔═╡ e18e0655-1785-47e6-a322-d7e2f84e6f6f
-info(data)
+info(posterior_pdb)
 
 # ╔═╡ 302ce3e8-e3c0-4111-8065-71a3b622779f
-path(data)
+path(post)
 
 # ╔═╡ a9ba650f-76f3-483e-bc3a-c0ff039e08c8
-load(data)
+data = load(post)
 
 # ╔═╡ 69c80caa-cc31-4409-9f73-2580e7620fd2
-ref = reference_posterior(post)
+ref = reference_posterior(posterior_pdb)
 
 # ╔═╡ 719112ef-f399-4664-8843-16723289bd1d
 info(ref)
@@ -87,7 +88,21 @@ info(ref)
 path(ref)
 
 # ╔═╡ 26030da6-920f-47bd-ad55-29444e78c1c8
-DataFrame(load(ref))
+pdb_df = DataFrame(load(ref))
+
+# ╔═╡ 20738a8e-a50d-4682-884b-a84e33e6146a
+pdb_df.mu
+
+# ╔═╡ 4ac7fa99-6ba1-46dd-abae-ed0655a71f6f
+begin
+	sm = SampleModel("PDB", code)
+	rc = stan_sample(sm; data)
+end;
+
+# ╔═╡ 1e6593dd-956e-40b1-a715-6223fc7c56d8
+if success(rc)
+	df = read_samples(sm, :dataframe)
+end
 
 # ╔═╡ 00000000-0000-0000-0000-000000000001
 PLUTO_PROJECT_TOML_CONTENTS = """
@@ -95,12 +110,13 @@ PLUTO_PROJECT_TOML_CONTENTS = """
 DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
 Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
 PosteriorDB = "1c4bc282-d2f5-44f9-b6d1-8c4424a23ad4"
-Stan = "682df890-35be-576f-97d0-3d8c8b33a550"
+StanSample = "c1514b29-d3a0-5178-b312-660c88baa699"
+Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 
 [compat]
 DataFrames = "~1.4.4"
 PosteriorDB = "~0.3.1"
-Stan = "~9.10.3"
+StanSample = "~6.13.7"
 """
 
 # ╔═╡ 00000000-0000-0000-0000-000000000002
@@ -109,216 +125,35 @@ PLUTO_MANIFEST_TOML_CONTENTS = """
 
 julia_version = "1.10.0-DEV"
 manifest_format = "2.0"
-project_hash = "2bc51eaf36066fb2ab3481a94ed6efa1ea014ce1"
+project_hash = "6d33b3d450b408a8aa6cd319e36f66b7d977b0a9"
 
 [[deps.ANSIColoredPrinters]]
 git-tree-sha1 = "574baf8110975760d391c710b6341da1afa48d8c"
 uuid = "a4c015fc-c6ff-483c-b24f-f7ea428134e9"
 version = "0.0.1"
 
-[[deps.AbstractFFTs]]
-deps = ["ChainRulesCore", "LinearAlgebra"]
-git-tree-sha1 = "69f7020bd72f069c219b5e8c236c1fa90d2cb409"
-uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
-version = "1.2.1"
-
-[[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "5c26c7759412ffcaf0dd6e3172e55d783dd7610b"
-uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.1.3"
-
-[[deps.AbstractTrees]]
-git-tree-sha1 = "52b3b436f8f73133d7bc3a6c71ee7ed6ab2ab754"
-uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
-version = "0.4.3"
-
-[[deps.Adapt]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "195c5505521008abea5aee4f96930717958eac6f"
-uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.4.0"
-
-[[deps.ArgCheck]]
-git-tree-sha1 = "a3a402a35a2f7e0b87828ccabbd5ebfbebe356b4"
-uuid = "dce04be8-c92d-5529-be00-80e4d2c0e197"
-version = "2.3.0"
-
 [[deps.ArgTools]]
 uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
 version = "1.1.1"
 
-[[deps.Arpack]]
-deps = ["Arpack_jll", "Libdl", "LinearAlgebra", "Logging"]
-git-tree-sha1 = "9b9b347613394885fd1c8c7729bfc60528faa436"
-uuid = "7d9fca2a-8960-54d3-9f78-7d1dccf2cb97"
-version = "0.5.4"
-
-[[deps.Arpack_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "OpenBLAS_jll", "Pkg"]
-git-tree-sha1 = "5ba6c757e8feccf03a1554dfaf3e26b3cfc7fd5e"
-uuid = "68821587-b530-5797-8361-c406ea357684"
-version = "3.5.1+1"
-
-[[deps.ArrayInterface]]
-deps = ["ArrayInterfaceCore", "Compat", "IfElse", "LinearAlgebra", "Static"]
-git-tree-sha1 = "6d0918cb9c0d3db7fe56bea2bc8638fc4014ac35"
-uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "6.0.24"
-
-[[deps.ArrayInterfaceCore]]
-deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "c46fb7dd1d8ca1d213ba25848a5ec4e47a1a1b08"
-uuid = "30b0a656-2188-435a-8636-2ec0e6a096e2"
-version = "0.1.26"
-
-[[deps.ArrayInterfaceOffsetArrays]]
-deps = ["ArrayInterface", "OffsetArrays", "Static"]
-git-tree-sha1 = "3d1a9a01976971063b3930d1aed1d9c4af0817f8"
-uuid = "015c0d05-e682-4f19-8f0a-679ce4c54826"
-version = "0.1.7"
-
-[[deps.ArrayInterfaceStaticArrays]]
-deps = ["Adapt", "ArrayInterface", "ArrayInterfaceCore", "ArrayInterfaceStaticArraysCore", "LinearAlgebra", "Static", "StaticArrays"]
-git-tree-sha1 = "f12dc65aef03d0a49650b20b2fdaf184928fd886"
-uuid = "b0d46f97-bff5-4637-a19a-dd75974142cd"
-version = "0.1.5"
-
-[[deps.ArrayInterfaceStaticArraysCore]]
-deps = ["Adapt", "ArrayInterfaceCore", "LinearAlgebra", "StaticArraysCore"]
-git-tree-sha1 = "93c8ba53d8d26e124a5a8d4ec914c3a16e6a0970"
-uuid = "dd5226c6-a4d4-4bc7-8575-46859f9c95b9"
-version = "0.1.3"
-
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 
-[[deps.AxisAlgorithms]]
-deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
-git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
-uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
-version = "1.0.1"
-
-[[deps.AxisArrays]]
-deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
-git-tree-sha1 = "1dd4d9f5beebac0c03446918741b1a03dc5e5788"
-uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9"
-version = "0.4.6"
-
-[[deps.BangBang]]
-deps = ["Compat", "ConstructionBase", "Future", "InitialValues", "LinearAlgebra", "Requires", "Setfield", "Tables", "ZygoteRules"]
-git-tree-sha1 = "7fe6d92c4f281cf4ca6f2fba0ce7b299742da7ca"
-uuid = "198e06fe-97b7-11e9-32a5-e1d131e6ad66"
-version = "0.3.37"
-
 [[deps.Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
-[[deps.Baselet]]
-git-tree-sha1 = "aebf55e6d7795e02ca500a689d326ac979aaf89e"
-uuid = "9718e550-a3fa-408a-8086-8db961cd8217"
-version = "0.1.1"
-
-[[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
-uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
-
-[[deps.BitTwiddlingConvenienceFunctions]]
-deps = ["Static"]
-git-tree-sha1 = "0c5f81f47bbbcf4aea7b2959135713459170798b"
-uuid = "62783981-4cbd-42fc-bca8-16325de8dc4b"
-version = "0.1.5"
-
-[[deps.Bzip2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "19a35467a82e236ff51bc17a3a44b69ef35185a2"
-uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.8+0"
-
-[[deps.CPUSummary]]
-deps = ["CpuId", "IfElse", "Static"]
-git-tree-sha1 = "a7157ab6bcda173f533db4c93fc8a27a48843757"
-uuid = "2a0fbf3d-bb9c-48f3-b0a9-814d99fd7ab9"
-version = "0.1.30"
-
 [[deps.CSV]]
 deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings"]
 git-tree-sha1 = "c5fd7cd27ac4aed0acf4b73948f0110ff2a854b2"
 uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
 version = "0.10.7"
 
-[[deps.Cairo_jll]]
-deps = ["Artifacts", "Bzip2_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"
-uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
-version = "1.16.1+1"
-
-[[deps.Calculus]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "f641eb0a4f00c343bbc32346e1217b86f3ce9dad"
-uuid = "49dc2e85-a5d0-5ad3-a950-438e2897f1b9"
-version = "0.5.1"
-
-[[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "e7ff6cadf743c098e08fca25c91103ee4303c9bb"
-uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.15.6"
-
-[[deps.ChangesOfVariables]]
-deps = ["ChainRulesCore", "LinearAlgebra", "Test"]
-git-tree-sha1 = "38f7a08f19d8810338d4f5085211c7dfa5d5bdd8"
-uuid = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
-version = "0.1.4"
-
-[[deps.Clustering]]
-deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "64df3da1d2a26f4de23871cd1b6482bb68092bd5"
-uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.14.3"
-
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
 git-tree-sha1 = "ded953804d019afa9a3f98981d99b33e3db7b6da"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
 version = "0.7.0"
 
-[[deps.ColorSchemes]]
-deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "Random", "SnoopPrecompile"]
-git-tree-sha1 = "aa3edc8f8dea6cbfa176ee12f7c2fc82f0608ed3"
-uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.20.0"
-
-[[deps.ColorTypes]]
-deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "eb7f0f8307f71fac7c606984ea5fb2817275d6e4"
-uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.11.4"
-
-[[deps.ColorVectorSpace]]
-deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "SpecialFunctions", "Statistics", "TensorCore"]
-git-tree-sha1 = "d08c20eef1f2cbc6e60fd3612ac4340b89fea322"
-uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
-version = "0.9.9"
-
-[[deps.Colors]]
-deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
-git-tree-sha1 = "417b0ed7b8b838aa6ca0a87aadf1bb9eb111ce40"
-uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.12.8"
-
-[[deps.Combinatorics]]
-git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860"
-uuid = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
-version = "1.0.2"
-
-[[deps.CommonSubexpressions]]
-deps = ["MacroTools", "Test"]
-git-tree-sha1 = "7b8a93dba8af7e3b42fecabf646260105ac373f7"
-uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
-version = "0.3.0"
-
 [[deps.Compat]]
 deps = ["Dates", "LinearAlgebra", "UUIDs"]
 git-tree-sha1 = "00a2cccc7f098ff3b66806862d275ca3db9e6e5a"
@@ -336,34 +171,6 @@ deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
 version = "1.0.1+0"
 
-[[deps.CompositionsBase]]
-git-tree-sha1 = "455419f7e328a1a2493cabc6428d79e951349769"
-uuid = "a33af91c-f02d-484b-be07-31d278c5ca2b"
-version = "0.1.1"
-
-[[deps.ConsoleProgressMonitor]]
-deps = ["Logging", "ProgressMeter"]
-git-tree-sha1 = "3ab7b2136722890b9af903859afcf457fa3059e8"
-uuid = "88cd18e8-d9cc-4ea6-8889-5259c0d15c8b"
-version = "0.1.2"
-
-[[deps.ConstructionBase]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "fb21ddd70a051d882a1686a5a550990bbe371a95"
-uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.4.1"
-
-[[deps.Contour]]
-git-tree-sha1 = "d05d9e7b7aedff4e5b51a029dced05cfb6125781"
-uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
-version = "0.6.2"
-
-[[deps.CpuId]]
-deps = ["Markdown"]
-git-tree-sha1 = "fcbb72b032692610bfbdb15018ac16a36cf2e406"
-uuid = "adafc99b-e345-5852-983c-f28acb93d879"
-version = "0.3.1"
-
 [[deps.Crayons]]
 git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
 uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
@@ -391,67 +198,20 @@ git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
 uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464"
 version = "1.0.0"
 
-[[deps.DataValues]]
-deps = ["DataValueInterfaces", "Dates"]
-git-tree-sha1 = "d88a19299eba280a6d062e135a43f00323ae70bf"
-uuid = "e7dc6d0d-1eca-5fa6-8ad6-5aecde8b7ea5"
-version = "0.4.13"
-
 [[deps.Dates]]
 deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
 
-[[deps.DefineSingletons]]
-git-tree-sha1 = "0fba8b706d0178b4dc7fd44a96a92382c9065c2c"
-uuid = "244e2a9f-e319-4986-a169-4d1fe445cd52"
-version = "0.1.2"
-
 [[deps.DelimitedFiles]]
 deps = ["Mmap"]
 git-tree-sha1 = "19b1417ff479c07e523fcbf2fd735a3fde3d1ab3"
 uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 version = "1.9.0"
 
-[[deps.DensityInterface]]
-deps = ["InverseFunctions", "Test"]
-git-tree-sha1 = "80c3e8639e3353e5d2912fb3a1916b8455e2494b"
-uuid = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
-version = "0.4.0"
-
-[[deps.DiffResults]]
-deps = ["StaticArraysCore"]
-git-tree-sha1 = "782dd5f4561f5d267313f23853baaaa4c52ea621"
-uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
-version = "1.1.0"
-
-[[deps.DiffRules]]
-deps = ["IrrationalConstants", "LogExpFunctions", "NaNMath", "Random", "SpecialFunctions"]
-git-tree-sha1 = "c5b6685d53f933c11404a3ae9822afe30d522494"
-uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
-version = "1.12.2"
-
-[[deps.DimensionalData]]
-deps = ["Adapt", "ArrayInterfaceCore", "ConstructionBase", "Dates", "Extents", "IntervalSets", "IteratorInterfaceExtensions", "LinearAlgebra", "Random", "RecipesBase", "SparseArrays", "Statistics", "TableTraits", "Tables"]
-git-tree-sha1 = "0da97e5280d6e3d375e992f687c413a4789e1fa9"
-uuid = "0703355e-b756-11e9-17c0-8b28908087d0"
-version = "0.23.1"
-
-[[deps.Distances]]
-deps = ["LinearAlgebra", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "3258d0659f812acde79e8a74b11f17ac06d0ca04"
-uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.7"
-
 [[deps.Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
-[[deps.Distributions]]
-deps = ["ChainRulesCore", "DensityInterface", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SparseArrays", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "a7756d098cbabec6b3ac44f369f74915e8cfd70a"
-uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.79"
-
 [[deps.DocStringExtensions]]
 deps = ["LibGit2"]
 git-tree-sha1 = "c36550cb29cbe373e95b3f40486b9a4148f89ffd"
@@ -469,47 +229,6 @@ deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
 uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
 version = "1.6.0"
 
-[[deps.DualNumbers]]
-deps = ["Calculus", "NaNMath", "SpecialFunctions"]
-git-tree-sha1 = "5837a837389fccf076445fce071c8ddaea35a566"
-uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
-version = "0.6.8"
-
-[[deps.Expat_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "bad72f730e9e91c08d9427d5e8db95478a3c323d"
-uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.4.8+0"
-
-[[deps.Extents]]
-git-tree-sha1 = "5e1e4c53fa39afe63a7d356e30452249365fba99"
-uuid = "411431e0-e8b7-467b-b5e0-f676ba4f2910"
-version = "0.1.1"
-
-[[deps.FFMPEG]]
-deps = ["FFMPEG_jll"]
-git-tree-sha1 = "b57e3acbe22f8484b4b5ff66a7499717fe1a9cc8"
-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"
-uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
-
-[[deps.FFTW]]
-deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "90630efff0894f8142308e334473eba54c433549"
-uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.5.0"
-
-[[deps.FFTW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "c6033cc3892d0ef5bb9cd29b7f2f0331ea5184ea"
-uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
-version = "3.3.10+0"
-
 [[deps.FilePathsBase]]
 deps = ["Compat", "Dates", "Mmap", "Printf", "Test", "UUIDs"]
 git-tree-sha1 = "e27c4ebe80e8699540f2d6c805cc12203b614f12"
@@ -519,210 +238,42 @@ version = "0.9.20"
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
-[[deps.FillArrays]]
-deps = ["LinearAlgebra", "Random", "SparseArrays", "Statistics"]
-git-tree-sha1 = "802bfc139833d2ba893dd9e62ba1767c88d708ae"
-uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "0.13.5"
-
-[[deps.FixedPointNumbers]]
-deps = ["Statistics"]
-git-tree-sha1 = "335bfdceacc84c5cdf16aadc768aa5ddfc5383cc"
-uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
-version = "0.8.4"
-
-[[deps.Fontconfig_jll]]
-deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Pkg", "Zlib_jll"]
-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.ForwardDiff]]
-deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions", "StaticArrays"]
-git-tree-sha1 = "187198a4ed8ccd7b5d99c41b69c679269ea2b2d4"
-uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.32"
-
-[[deps.FreeType2_jll]]
-deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "87eb71354d8ec1a96d4a7636bd57a7347dde3ef9"
-uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
-version = "2.10.4+0"
-
-[[deps.FriBidi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "aa31987c2ba8704e23c6c8ba8a4f769d5d7e4f91"
-uuid = "559328eb-81f9-559d-9380-de523a88c83c"
-version = "1.0.10+0"
-
 [[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"
-uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
-
-[[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 = "051072ff2accc6e0e87b708ddee39b18aa04a0bc"
-uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.71.1"
-
-[[deps.GR_jll]]
-deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Pkg", "Qt5Base_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "501a4bf76fd679e7fcd678725d5072177392e756"
-uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.71.1+0"
-
-[[deps.Gettext_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
-git-tree-sha1 = "9b02998aba7bf074d14de89f9d37ca24a1a0b046"
-uuid = "78b55507-aeef-58d4-861c-77aaff3498b1"
-version = "0.21.0+0"
-
-[[deps.Glib_jll]]
-deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "fb83fbe02fe57f2c068013aa94bcdf6760d3a7a7"
-uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.74.0+1"
-
-[[deps.Graphite2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "344bf40dcab1073aca04aa0df4fb092f920e4011"
-uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
-version = "1.3.14+0"
-
-[[deps.Grisu]]
-git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
-uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe"
-version = "1.0.2"
-
-[[deps.HTTP]]
-deps = ["Base64", "CodecZlib", "Dates", "IniFile", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "e1acc37ed078d99a714ed8376446f92a5535ca65"
-uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.5.5"
-
-[[deps.HarfBuzz_jll]]
-deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
-git-tree-sha1 = "129acf094d168394e80ee1dc4bc06ec835e510a3"
-uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
-version = "2.8.1+1"
-
-[[deps.HostCPUFeatures]]
-deps = ["BitTwiddlingConvenienceFunctions", "IfElse", "Libdl", "Static"]
-git-tree-sha1 = "f64b890b2efa4de81520d2b0fbdc9aadb65bdf53"
-uuid = "3e5b6fbb-0976-4d2c-9146-d79de83f2fb0"
-version = "0.1.13"
-
-[[deps.HypergeometricFunctions]]
-deps = ["DualNumbers", "LinearAlgebra", "OpenLibm_jll", "SpecialFunctions", "Test"]
-git-tree-sha1 = "709d864e3ed6e3545230601f94e11ebc65994641"
-uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.11"
-
 [[deps.IOCapture]]
 deps = ["Logging", "Random"]
 git-tree-sha1 = "f7be53659ab06ddc986428d3a9dcc95f6fa6705a"
 uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
 version = "0.2.2"
 
-[[deps.IfElse]]
-git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1"
-uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173"
-version = "0.1.1"
-
-[[deps.InferenceObjects]]
-deps = ["Compat", "Dates", "DimensionalData"]
-git-tree-sha1 = "96726b5b80563e1bccb453e0d1f7022ddbd5115b"
-uuid = "b5cf5a8d-e756-4ee3-b014-01d49d192c00"
-version = "0.2.5"
-
-[[deps.IniFile]]
-git-tree-sha1 = "f550e6e32074c939295eb5ea6de31849ac2c9625"
-uuid = "83e8ac13-25f8-5344-8a64-a9f2b223428f"
-version = "0.5.1"
-
-[[deps.InitialValues]]
-git-tree-sha1 = "4da0f88e9a39111c2fa3add390ab15f3a44f3ca3"
-uuid = "22cec73e-a1b8-11e9-2c92-598750a2cf9c"
-version = "0.3.1"
-
 [[deps.InlineStrings]]
 deps = ["Parsers"]
 git-tree-sha1 = "0cf92ec945125946352f3d46c96976ab972bde6f"
 uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
 version = "1.3.2"
 
-[[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "d979e54b71da82f3a65b62553da4fc3d18c9004c"
-uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2018.0.3+2"
-
 [[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 = "842dd89a6cb75e02e85fdd75c760cdc43f5d6863"
-uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.6"
-
-[[deps.IntervalSets]]
-deps = ["Dates", "Random", "Statistics"]
-git-tree-sha1 = "16c0cc91853084cb5f58a78bd209513900206ce6"
-uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.4"
-
-[[deps.InverseFunctions]]
-deps = ["Test"]
-git-tree-sha1 = "49510dfcb407e572524ba94aeae2fced1f3feb0f"
-uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
-version = "0.1.8"
-
 [[deps.InvertedIndices]]
 git-tree-sha1 = "82aec7a3dd64f4d9584659dc0b62ef7db2ef3e19"
 uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
 version = "1.2.0"
 
-[[deps.IrrationalConstants]]
-git-tree-sha1 = "7fd44fd4ff43fc60815f8e764c0f352b83c49151"
-uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
-version = "0.1.1"
-
-[[deps.IterTools]]
-git-tree-sha1 = "fa6287a4469f5e048d763df38279ee729fbd44e5"
-uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.4.0"
-
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
 uuid = "82899510-4779-5014-852e-03e436cf321d"
 version = "1.0.0"
 
-[[deps.JLFzf]]
-deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
-uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
-
-[[deps.JLLWrappers]]
-deps = ["Preferences"]
-git-tree-sha1 = "abc9885a7ca2052a736a600f7fa66209f96506e1"
-uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.4.1"
-
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
 git-tree-sha1 = "3c837543ddb02250ef42f4738347454f95079d4e"
@@ -735,63 +286,11 @@ git-tree-sha1 = "84b10656a41ef564c39d2d477d7236966d2b5683"
 uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
 version = "1.12.0"
 
-[[deps.JpegTurbo_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "b53380851c6e6664204efb2e62cd24fa5c47e4ba"
-uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.2+0"
-
-[[deps.KernelDensity]]
-deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "9816b296736292a80b9a3200eb7fbb57aaa3917a"
-uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.5"
-
-[[deps.LAME_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f6250b16881adf048549549fba48b1161acdac8c"
-uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
-version = "3.100.1+0"
-
-[[deps.LERC_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "bf36f528eec6634efc60d7ec062008f171071434"
-uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
-version = "3.0.0+1"
-
-[[deps.LZO_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "e5b909bcf985c5e2605737d2ce278ed791b89be6"
-uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
-version = "2.10.1+0"
-
 [[deps.LaTeXStrings]]
 git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 version = "1.3.0"
 
-[[deps.Latexify]]
-deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
-git-tree-sha1 = "ab9aa169d2160129beb241cb2750ca499b4e90e9"
-uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.15.17"
-
-[[deps.LayoutPointers]]
-deps = ["ArrayInterface", "ArrayInterfaceOffsetArrays", "ArrayInterfaceStaticArrays", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static"]
-git-tree-sha1 = "7e34177793212f6d64d045ee47d2883f09fffacc"
-uuid = "10f19ff3-798f-405d-979b-55457f8fc047"
-version = "0.1.12"
-
-[[deps.LazyArtifacts]]
-deps = ["Artifacts", "Pkg"]
-uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
-
-[[deps.LeftChildRightSiblingTrees]]
-deps = ["AbstractTrees"]
-git-tree-sha1 = "fb6803dafae4a5d62ea5cab204b1e657d9737e7f"
-uuid = "1d6d02ad-be62-4b6b-8a6d-2f90e265016e"
-version = "0.2.0"
-
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
@@ -814,134 +313,22 @@ version = "1.10.2+0"
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 
-[[deps.Libffi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "0b4a5d71f3e5200a7dff793393e09dfc2d874290"
-uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
-version = "3.2.2+1"
-
-[[deps.Libgcrypt_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll", "Pkg"]
-git-tree-sha1 = "64613c82a59c120435c067c2b809fc61cf5166ae"
-uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
-version = "1.8.7+0"
-
-[[deps.Libglvnd_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll", "Xorg_libXext_jll"]
-git-tree-sha1 = "6f73d1dd803986947b2c750138528a999a6c7733"
-uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
-version = "1.6.0+0"
-
-[[deps.Libgpg_error_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "c333716e46366857753e273ce6a69ee0945a6db9"
-uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
-version = "1.42.0+0"
-
-[[deps.Libiconv_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "42b62845d70a619f063a7da093d995ec8e15e778"
-uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
-version = "1.16.1+1"
-
-[[deps.Libmount_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "9c30530bf0effd46e15e0fdcf2b8636e78cbbd73"
-uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
-version = "2.35.0+0"
-
-[[deps.Libtiff_jll]]
-deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "Pkg", "Zlib_jll", "Zstd_jll"]
-git-tree-sha1 = "3eb79b0ca5764d4799c06699573fd8f533259713"
-uuid = "89763e89-9b03-5906-acba-b20f662cd828"
-version = "4.4.0+0"
-
-[[deps.Libuuid_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "7f3efec06033682db852f8b3bc3c1d2b0a0ab066"
-uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
-version = "2.36.0+0"
-
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 
-[[deps.LogExpFunctions]]
-deps = ["ChainRulesCore", "ChangesOfVariables", "DocStringExtensions", "InverseFunctions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "946607f84feb96220f480e0422d3484c49c00239"
-uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.19"
-
 [[deps.Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
 
-[[deps.LoggingExtras]]
-deps = ["Dates", "Logging"]
-git-tree-sha1 = "5d4d2d9904227b8bd66386c1138cf4d5ffa826bf"
-uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
-version = "0.4.9"
-
-[[deps.MCMCChains]]
-deps = ["AbstractMCMC", "AxisArrays", "Compat", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Serialization", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "f5f347b828fd95ece7398f412c81569789361697"
-uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "5.5.0"
-
-[[deps.MCMCDiagnosticTools]]
-deps = ["AbstractFFTs", "DataAPI", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "Tables"]
-git-tree-sha1 = "dab8e9e9cd714fd3adc2344a97504e7e64e78546"
-uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.1.5"
-
-[[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "2ce8695e1e699b68702c03402672a69f54b8aca9"
-uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2022.2.0+0"
-
-[[deps.MLJModelInterface]]
-deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "c8b7e632d6754a5e36c0d94a4b466a5ba3a30128"
-uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.8.0"
-
-[[deps.MacroTools]]
-deps = ["Markdown", "Random"]
-git-tree-sha1 = "42324d08725e200c23d4dfb549e0d5d89dede2d2"
-uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.10"
-
-[[deps.ManualMemory]]
-git-tree-sha1 = "bcaef4fc7a0cfe2cba636d84cda54b5e4e4ca3cd"
-uuid = "d125e4d3-2237-4719-b19c-fa641b8a4667"
-version = "0.1.8"
-
 [[deps.Markdown]]
 deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
-[[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
-uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
-
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
 version = "2.28.0+0"
 
-[[deps.Measures]]
-git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102"
-uuid = "442fdcdd-2543-5da2-b0f3-8c86c306513e"
-version = "0.3.2"
-
-[[deps.MicroCollections]]
-deps = ["BangBang", "InitialValues", "Setfield"]
-git-tree-sha1 = "4d5917a26ca33c66c8e5ca3247bd163624d35493"
-uuid = "128add7d-3638-4c79-886c-908ea0c25c34"
-version = "0.1.3"
-
 [[deps.Missings]]
 deps = ["DataAPI"]
 git-tree-sha1 = "bf210ce90b6c9eed32d25dbcae1ebc565df2687f"
@@ -951,121 +338,29 @@ version = "1.0.2"
 [[deps.Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
 
-[[deps.MonteCarloMeasurements]]
-deps = ["Distributed", "Distributions", "ForwardDiff", "LinearAlgebra", "MacroTools", "Random", "RecipesBase", "Requires", "SLEEFPirates", "StaticArrays", "Statistics", "StatsBase", "Test"]
-git-tree-sha1 = "f2bf57ea9524d654e454a8a7c9a88ff7e91278d9"
-uuid = "0987c9cc-fe09-11e8-30f0-b96dd679fdca"
-version = "1.0.12"
-
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
 version = "2022.10.11"
 
-[[deps.MultivariateStats]]
-deps = ["Arpack", "LinearAlgebra", "SparseArrays", "Statistics", "StatsAPI", "StatsBase"]
-git-tree-sha1 = "efe9c8ecab7a6311d4b91568bd6c88897822fabe"
-uuid = "6f286f6a-111f-5878-ab1e-185364afe411"
-version = "0.10.0"
-
-[[deps.NaNMath]]
-deps = ["OpenLibm_jll"]
-git-tree-sha1 = "a7c3d1da1189a1c2fe843a3bfa04d18d20eb3211"
-uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
-version = "1.0.1"
-
-[[deps.NamedArrays]]
-deps = ["Combinatorics", "DataStructures", "DelimitedFiles", "InvertedIndices", "LinearAlgebra", "Random", "Requires", "SparseArrays", "Statistics"]
-git-tree-sha1 = "2fd5787125d1a93fbe30961bd841707b8a80d75b"
-uuid = "86f7a689-2022-50b4-a561-43c23ac3c673"
-version = "0.9.6"
-
 [[deps.NamedTupleTools]]
 git-tree-sha1 = "17eeb975b00de066fb343aa8d56884f51d4a651c"
 uuid = "d9ec5142-1e00-5aa0-9d6a-321866360f50"
 version = "0.14.1"
 
-[[deps.NaturalSort]]
-git-tree-sha1 = "eda490d06b9f7c00752ee81cfa451efe55521e21"
-uuid = "c020b1a1-e9b0-503a-9c33-f039bfc54a85"
-version = "1.0.0"
-
-[[deps.NearestNeighbors]]
-deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "440165bf08bc500b8fe4a7be2dc83271a00c0716"
-uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.12"
-
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
-[[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
-uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
-
-[[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "f71d8950b724e9ff6110fc948dff5a329f901d64"
-uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.8"
-
-[[deps.Ogg_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f"
-uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051"
-version = "1.3.5+1"
-
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
 version = "0.3.21+0"
 
-[[deps.OpenLibm_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
-version = "0.8.1+0"
-
-[[deps.OpenSSL]]
-deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"]
-git-tree-sha1 = "df6830e37943c7aaa10023471ca47fb3065cc3c4"
-uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c"
-version = "1.3.2"
-
-[[deps.OpenSSL_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f6e9dba33f9f2c44e08a020b0caf6903be540004"
-uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.19+0"
-
-[[deps.OpenSpecFun_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1"
-uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
-version = "0.5.5+0"
-
-[[deps.Opus_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "51a08fb14ec28da2ec7a927c4337e4332c2a4720"
-uuid = "91d4177d-7536-5919-b921-800302f37372"
-version = "1.3.2+0"
-
 [[deps.OrderedCollections]]
 git-tree-sha1 = "85f8e6578bf1f9ee0d11e7bb1b1456435479d47c"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
 version = "1.4.1"
 
-[[deps.PCRE2_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
-version = "10.40.0+0"
-
-[[deps.PDMats]]
-deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "cf494dca75a69712a72b80bc48f59dcf3dea63ec"
-uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.16"
-
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
 git-tree-sha1 = "34c0e9ad262e5f7fc75b10a9952ca7692cfc5fbe"
@@ -1078,40 +373,11 @@ git-tree-sha1 = "b64719e8b4504983c7fca6cc9db3ebc8acc2a4d6"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
 version = "2.5.1"
 
-[[deps.Pipe]]
-git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
-uuid = "b98c9c47-44ae-5843-9183-064241ee97a0"
-version = "1.3.0"
-
-[[deps.Pixman_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "b4f5d02549a10e20780a24fce72bea96b6329e29"
-uuid = "30392449-352a-5448-841d-b1acce4e97dc"
-version = "0.40.1+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 = "1.8.0"
 
-[[deps.PlotThemes]]
-deps = ["PlotUtils", "Statistics"]
-git-tree-sha1 = "1f03a2d339f42dca4a4da149c7e15e9b896ad899"
-uuid = "ccf2f8ad-2431-5c83-bf29-c5338b663b6a"
-version = "3.1.0"
-
-[[deps.PlotUtils]]
-deps = ["ColorSchemes", "Colors", "Dates", "Printf", "Random", "Reexport", "SnoopPrecompile", "Statistics"]
-git-tree-sha1 = "5b7690dd212e026bbab1860016a6601cb077ab66"
-uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.3.2"
-
-[[deps.Plots]]
-deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "Preferences", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SnoopPrecompile", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun", "Unzip"]
-git-tree-sha1 = "7c5d624a2cb080c2bf41dc5da8fbb837c427048a"
-uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.37.0"
-
 [[deps.PooledArrays]]
 deps = ["DataAPI", "Future"]
 git-tree-sha1 = "a6062fe4063cdafe78f4a0a81cfffb89721b30e7"
@@ -1124,12 +390,6 @@ git-tree-sha1 = "574cb927d335c7caed89342e714cb6bd50051e1b"
 uuid = "1c4bc282-d2f5-44f9-b6d1-8c4424a23ad4"
 version = "0.3.1"
 
-[[deps.Preferences]]
-deps = ["TOML"]
-git-tree-sha1 = "47e5f437cc0e7ef2ce8406ce1e7e24d44915f88d"
-uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.3.0"
-
 [[deps.PrettyTables]]
 deps = ["Crayons", "Formatting", "LaTeXStrings", "Markdown", "Reexport", "StringManipulation", "Tables"]
 git-tree-sha1 = "96f6db03ab535bdb901300f88335257b0018689d"
@@ -1140,30 +400,6 @@ version = "2.2.2"
 deps = ["Unicode"]
 uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 
-[[deps.ProgressLogging]]
-deps = ["Logging", "SHA", "UUIDs"]
-git-tree-sha1 = "80d919dee55b9c50e8d9e2da5eeafff3fe58b539"
-uuid = "33c8b6b6-d38a-422a-b730-caa89a2f386c"
-version = "0.1.4"
-
-[[deps.ProgressMeter]]
-deps = ["Distributed", "Printf"]
-git-tree-sha1 = "d7a7aef8f8f2d537104f170139553b14dfe39fe9"
-uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
-version = "1.7.2"
-
-[[deps.Qt5Base_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "xkbcommon_jll"]
-git-tree-sha1 = "0c03844e2231e12fda4d0086fd7cbe4098ee8dc5"
-uuid = "ea2cea3b-5b76-57ae-a6ef-0a8af62496e1"
-version = "5.15.3+2"
-
-[[deps.QuadGK]]
-deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "97aa253e65b784fd13e83774cadc95b38011d734"
-uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.6.0"
-
 [[deps.REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
@@ -1172,84 +408,21 @@ uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 deps = ["SHA", "Serialization"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
-[[deps.RangeArrays]]
-git-tree-sha1 = "b9039e93773ddcfc828f12aadf7115b4b4d225f5"
-uuid = "b3c3ace0-ae52-54e7-9d0b-2c1406fd6b9d"
-version = "0.3.2"
-
-[[deps.Ratios]]
-deps = ["Requires"]
-git-tree-sha1 = "dc84268fe0e3335a62e315a3a7cf2afa7178a734"
-uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
-version = "0.4.3"
-
-[[deps.RecipesBase]]
-deps = ["SnoopPrecompile"]
-git-tree-sha1 = "18c35ed630d7229c5584b945641a73ca83fb5213"
-uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
-version = "1.3.2"
-
-[[deps.RecipesPipeline]]
-deps = ["Dates", "NaNMath", "PlotUtils", "RecipesBase", "SnoopPrecompile"]
-git-tree-sha1 = "e974477be88cb5e3040009f3767611bc6357846f"
-uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
-version = "0.6.11"
-
 [[deps.Reexport]]
 git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
 uuid = "189a3867-3050-52da-a836-e630ba90ab69"
 version = "1.2.2"
 
-[[deps.RelocatableFolders]]
-deps = ["SHA", "Scratch"]
-git-tree-sha1 = "90bc7a7c96410424509e4263e277e43250c05691"
-uuid = "05181044-ff0b-4ac5-8273-598c1e38db00"
-version = "1.0.0"
-
 [[deps.Requires]]
 deps = ["UUIDs"]
 git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
 uuid = "ae029012-a4dd-5104-9daa-d747884805df"
 version = "1.3.0"
 
-[[deps.Rmath]]
-deps = ["Random", "Rmath_jll"]
-git-tree-sha1 = "bf3188feca147ce108c76ad82c2792c57abe7b1f"
-uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
-version = "0.7.0"
-
-[[deps.Rmath_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "68db32dff12bb6127bac73c209881191bf0efbb7"
-uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
-version = "0.3.0+0"
-
 [[deps.SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
-[[deps.SIMDTypes]]
-git-tree-sha1 = "330289636fb8107c5f32088d2741e9fd7a061a5c"
-uuid = "94e857df-77ce-4151-89e5-788b33177be4"
-version = "0.1.0"
-
-[[deps.SLEEFPirates]]
-deps = ["IfElse", "Static", "VectorizationBase"]
-git-tree-sha1 = "c8679919df2d3c71f74451321f1efea6433536cc"
-uuid = "476501e8-09a2-5ece-8869-fb82de89a1fa"
-version = "0.6.37"
-
-[[deps.ScientificTypesBase]]
-git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
-uuid = "30f210dd-8aff-4c5f-94ba-8e64358c1161"
-version = "3.0.0"
-
-[[deps.Scratch]]
-deps = ["Dates"]
-git-tree-sha1 = "f94f779c94e58bf9ea243e77a37e16d9de9126bd"
-uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.1.1"
-
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
 git-tree-sha1 = "efd23b378ea5f2db53a55ae53d3133de4e080aa9"
@@ -1259,27 +432,6 @@ version = "1.3.16"
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
 
-[[deps.Setfield]]
-deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
-git-tree-sha1 = "e2cc6d8c88613c05e1defb55170bf5ff211fbeac"
-uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
-version = "1.1.1"
-
-[[deps.SharedArrays]]
-deps = ["Distributed", "Mmap", "Random", "Serialization"]
-uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
-
-[[deps.Showoff]]
-deps = ["Dates", "Grisu"]
-git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de"
-uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
-version = "1.0.3"
-
-[[deps.SimpleBufferStream]]
-git-tree-sha1 = "874e8867b33a00e784c8a7e4b60afe9e037b74e1"
-uuid = "777ac1f9-54b0-4bf8-805c-2214025038e7"
-version = "1.1.0"
-
 [[deps.SnoopPrecompile]]
 git-tree-sha1 = "f604441450a3c0569830946e5b33b78c928e1a85"
 uuid = "66db9d55-30c0-4569-8b51-7e840670fc0c"
@@ -1298,47 +450,11 @@ version = "1.1.0"
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
-[[deps.SpecialFunctions]]
-deps = ["ChainRulesCore", "IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "d75bda01f8c31ebb72df80a46c88b25d1c79c56d"
-uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.1.7"
-
-[[deps.SplittablesBase]]
-deps = ["Setfield", "Test"]
-git-tree-sha1 = "e08a62abc517eb79667d0a29dc08a3b589516bb5"
-uuid = "171d559e-b47b-412a-8079-5efa626c420e"
-version = "0.1.15"
-
-[[deps.Stan]]
-deps = ["CSV", "CompatHelperLocal", "DataFrames", "DataStructures", "DimensionalData", "Distributions", "DocStringExtensions", "InferenceObjects", "JSON", "JSON3", "MCMCChains", "MonteCarloMeasurements", "NamedArrays", "NamedTupleTools", "PosteriorDB", "Random", "StanBase", "StanDiagnose", "StanOptimize", "StanQuap", "StanSample", "StanVariational", "Statistics", "StatsBase", "StatsFuns", "StatsPlots", "Tables", "Test"]
-git-tree-sha1 = "b837f483b648011c5ac7c0e022329efd8ad85e6a"
-uuid = "682df890-35be-576f-97d0-3d8c8b33a550"
-version = "9.10.3"
-
 [[deps.StanBase]]
 deps = ["CSV", "DataFrames", "DelimitedFiles", "Distributed", "DocStringExtensions", "Documenter", "JSON", "NamedTupleTools", "Parameters", "Random", "Unicode"]
-git-tree-sha1 = "9c1be7357e148627c5c2c0afaf2ba287fc81b48b"
+git-tree-sha1 = "70258a57edc0eff2a1e11185b49c7d66e3de075b"
 uuid = "d0ee94f6-a23d-54aa-bbe9-7f572d6da7f5"
-version = "4.7.4"
-
-[[deps.StanDiagnose]]
-deps = ["CSV", "DataFrames", "DelimitedFiles", "Distributed", "DocStringExtensions", "Documenter", "Random", "Reexport", "StanBase", "Statistics", "Test", "Unicode"]
-git-tree-sha1 = "3da66c7ebdd3ac179dfde9331e04a4541d944ac6"
-uuid = "fb13fc95-9a72-5e81-90ef-432a29d7f4c2"
-version = "4.3.3"
-
-[[deps.StanOptimize]]
-deps = ["CSV", "DataFrames", "DelimitedFiles", "Distributed", "DocStringExtensions", "Documenter", "NamedTupleTools", "Parameters", "Random", "Reexport", "StanBase", "Statistics", "Test", "Unicode"]
-git-tree-sha1 = "33776c4ae944c7f24cb465eb1017bff14190eee6"
-uuid = "fbd8da12-e93d-5a64-9231-612a0707ab99"
-version = "4.2.4"
-
-[[deps.StanQuap]]
-deps = ["CSV", "DataFrames", "Distributions", "DocStringExtensions", "LinearAlgebra", "MonteCarloMeasurements", "NamedTupleTools", "OrderedCollections", "Reexport", "StanBase", "StanOptimize", "StanSample", "Statistics", "StatsBase"]
-git-tree-sha1 = "ca2f17933f781a1320839ad53da93426e818740c"
-uuid = "e4723793-2808-4fc5-8a98-c57f4c160c53"
-version = "4.2.3"
+version = "4.7.5"
 
 [[deps.StanSample]]
 deps = ["CSV", "CompatHelperLocal", "DataFrames", "DelimitedFiles", "Distributed", "DocStringExtensions", "JSON", "NamedTupleTools", "OrderedCollections", "Parameters", "Random", "Reexport", "Requires", "Serialization", "StanBase", "TableOperations", "Tables", "Unicode"]
@@ -1346,64 +462,11 @@ git-tree-sha1 = "7b8c4ab8bb993296e93a64d1a4a09b9f79b8ffb5"
 uuid = "c1514b29-d3a0-5178-b312-660c88baa699"
 version = "6.13.7"
 
-[[deps.StanVariational]]
-deps = ["CSV", "DataFrames", "DelimitedFiles", "Distributed", "DocStringExtensions", "Documenter", "NamedTupleTools", "Parameters", "Reexport", "StanBase", "StanSample", "Statistics", "Unicode"]
-git-tree-sha1 = "60b7e872c1988bcb1449c56b74be7c0776d183b9"
-uuid = "6ede68ce-8466-5085-8a79-4c4de3d9cf4a"
-version = "4.2.3"
-
-[[deps.Static]]
-deps = ["IfElse"]
-git-tree-sha1 = "c35b107b61e7f34fa3f124026f2a9be97dea9e1c"
-uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3"
-version = "0.8.3"
-
-[[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore", "Statistics"]
-git-tree-sha1 = "ffc098086f35909741f71ce21d03dadf0d2bfa76"
-uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.5.11"
-
-[[deps.StaticArraysCore]]
-git-tree-sha1 = "6b7ba252635a5eff6a0b0664a41ee140a1c9e72a"
-uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
-version = "1.4.0"
-
-[[deps.StatisticalTraits]]
-deps = ["ScientificTypesBase"]
-git-tree-sha1 = "30b9236691858e13f167ce829490a68e1a597782"
-uuid = "64bff920-2084-43da-a3e6-9bb72801c0c9"
-version = "3.2.0"
-
 [[deps.Statistics]]
 deps = ["LinearAlgebra", "SparseArrays"]
 uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 version = "1.9.0"
 
-[[deps.StatsAPI]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "f9af7f195fb13589dd2e2d57fdb401717d2eb1f6"
-uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
-version = "1.5.0"
-
-[[deps.StatsBase]]
-deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "d1bf48bfcc554a3761a133fe3a9bb01488e06916"
-uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.33.21"
-
-[[deps.StatsFuns]]
-deps = ["ChainRulesCore", "HypergeometricFunctions", "InverseFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "ab6083f09b3e617e34a956b43e9d51b824206932"
-uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.1.1"
-
-[[deps.StatsPlots]]
-deps = ["AbstractFFTs", "Clustering", "DataStructures", "DataValues", "Distributions", "Interpolations", "KernelDensity", "LinearAlgebra", "MultivariateStats", "NaNMath", "Observables", "Plots", "RecipesBase", "RecipesPipeline", "Reexport", "StatsBase", "TableOperations", "Tables", "Widgets"]
-git-tree-sha1 = "e0d5bc26226ab1b7648278169858adcfbd861780"
-uuid = "f3b207a7-027a-5e70-b257-86293d7955fd"
-version = "0.15.4"
-
 [[deps.StringManipulation]]
 git-tree-sha1 = "46da2434b41f41ac3594ee9816ce5541c6096123"
 uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
@@ -1415,10 +478,6 @@ git-tree-sha1 = "ca4bccb03acf9faaf4137a9abc1881ed1841aa70"
 uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
 version = "1.10.0"
 
-[[deps.SuiteSparse]]
-deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
-uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
-
 [[deps.SuiteSparse_jll]]
 deps = ["Artifacts", "Libdl", "Pkg", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
@@ -1452,18 +511,6 @@ deps = ["ArgTools", "SHA"]
 uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
 version = "1.10.0"
 
-[[deps.TensorCore]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6"
-uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50"
-version = "0.1.1"
-
-[[deps.TerminalLoggers]]
-deps = ["LeftChildRightSiblingTrees", "Logging", "Markdown", "Printf", "ProgressLogging", "UUIDs"]
-git-tree-sha1 = "f53e34e784ae771eb9ccde4d72e578aa453d0554"
-uuid = "5d786b92-1e48-4d6f-9151-6b4477ca9bed"
-version = "0.1.6"
-
 [[deps.Test]]
 deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
@@ -1474,17 +521,6 @@ git-tree-sha1 = "e4bdc63f5c6d62e80eb1c0043fcc0360d5950ff7"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
 version = "0.9.10"
 
-[[deps.Transducers]]
-deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "c42fa452a60f022e9e087823b47e5a5f8adc53d5"
-uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.75"
-
-[[deps.URIs]]
-git-tree-sha1 = "ac00576f90d8a259f2c9d823e91d1de3fd44d348"
-uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
-version = "1.4.1"
-
 [[deps.UUIDs]]
 deps = ["Random", "SHA"]
 uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
@@ -1497,191 +533,12 @@ version = "1.0.2"
 [[deps.Unicode]]
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
 
-[[deps.UnicodeFun]]
-deps = ["REPL"]
-git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf"
-uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1"
-version = "0.4.1"
-
-[[deps.Unzip]]
-git-tree-sha1 = "ca0969166a028236229f63514992fc073799bb78"
-uuid = "41fe7b60-77ed-43a1-b4f0-825fd5a5650d"
-version = "0.2.0"
-
-[[deps.VectorizationBase]]
-deps = ["ArrayInterface", "CPUSummary", "HostCPUFeatures", "IfElse", "LayoutPointers", "Libdl", "LinearAlgebra", "SIMDTypes", "Static"]
-git-tree-sha1 = "fc79d0f926592ecaeaee164f6a4ca81b51115c3b"
-uuid = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f"
-version = "0.21.56"
-
-[[deps.Wayland_jll]]
-deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg", "XML2_jll"]
-git-tree-sha1 = "3e61f0b86f90dacb0bc0e73a0c5a83f6a8636e23"
-uuid = "a2964d1f-97da-50d4-b82a-358c7fce9d89"
-version = "1.19.0+0"
-
-[[deps.Wayland_protocols_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4528479aa01ee1b3b4cd0e6faef0e04cf16466da"
-uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91"
-version = "1.25.0+0"
-
 [[deps.WeakRefStrings]]
 deps = ["DataAPI", "InlineStrings", "Parsers"]
 git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
 uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
 version = "1.4.2"
 
-[[deps.Widgets]]
-deps = ["Colors", "Dates", "Observables", "OrderedCollections"]
-git-tree-sha1 = "fcdae142c1cfc7d89de2d11e08721d0f2f86c98a"
-uuid = "cc8bc4a8-27d6-5769-a93b-9d913e69aa62"
-version = "0.6.6"
-
-[[deps.WoodburyMatrices]]
-deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
-uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
-
-[[deps.XML2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "58443b63fb7e465a8a7210828c91c08b92132dff"
-uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.9.14+0"
-
-[[deps.XSLT_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
-git-tree-sha1 = "91844873c4085240b95e795f692c4cec4d805f8a"
-uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
-version = "1.1.34+0"
-
-[[deps.Xorg_libX11_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
-git-tree-sha1 = "5be649d550f3f4b95308bf0183b82e2582876527"
-uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
-version = "1.6.9+4"
-
-[[deps.Xorg_libXau_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4e490d5c960c314f33885790ed410ff3a94ce67e"
-uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
-version = "1.0.9+4"
-
-[[deps.Xorg_libXcursor_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXfixes_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "12e0eb3bc634fa2080c1c37fccf56f7c22989afd"
-uuid = "935fb764-8cf2-53bf-bb30-45bb1f8bf724"
-version = "1.2.0+4"
-
-[[deps.Xorg_libXdmcp_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4fe47bd2247248125c428978740e18a681372dd4"
-uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
-version = "1.1.3+4"
-
-[[deps.Xorg_libXext_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
-git-tree-sha1 = "b7c0aa8c376b31e4852b360222848637f481f8c3"
-uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
-version = "1.3.4+4"
-
-[[deps.Xorg_libXfixes_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
-git-tree-sha1 = "0e0dc7431e7a0587559f9294aeec269471c991a4"
-uuid = "d091e8ba-531a-589c-9de9-94069b037ed8"
-version = "5.0.3+4"
-
-[[deps.Xorg_libXi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXfixes_jll"]
-git-tree-sha1 = "89b52bc2160aadc84d707093930ef0bffa641246"
-uuid = "a51aa0fd-4e3c-5386-b890-e753decda492"
-version = "1.7.10+4"
-
-[[deps.Xorg_libXinerama_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll"]
-git-tree-sha1 = "26be8b1c342929259317d8b9f7b53bf2bb73b123"
-uuid = "d1454406-59df-5ea1-beac-c340f2130bc3"
-version = "1.1.4+4"
-
-[[deps.Xorg_libXrandr_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "34cea83cb726fb58f325887bf0612c6b3fb17631"
-uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
-version = "1.5.2+4"
-
-[[deps.Xorg_libXrender_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
-git-tree-sha1 = "19560f30fd49f4d4efbe7002a1037f8c43d43b96"
-uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
-version = "0.9.10+4"
-
-[[deps.Xorg_libpthread_stubs_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "6783737e45d3c59a4a4c4091f5f88cdcf0908cbb"
-uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
-version = "0.1.0+3"
-
-[[deps.Xorg_libxcb_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
-git-tree-sha1 = "daf17f441228e7a3833846cd048892861cff16d6"
-uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
-version = "1.13.0+3"
-
-[[deps.Xorg_libxkbfile_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
-git-tree-sha1 = "926af861744212db0eb001d9e40b5d16292080b2"
-uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a"
-version = "1.1.0+4"
-
-[[deps.Xorg_xcb_util_image_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97"
-uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b"
-version = "0.4.0+1"
-
-[[deps.Xorg_xcb_util_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"]
-git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1"
-uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5"
-version = "0.4.0+1"
-
-[[deps.Xorg_xcb_util_keysyms_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00"
-uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7"
-version = "0.4.0+1"
-
-[[deps.Xorg_xcb_util_renderutil_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e"
-uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e"
-version = "0.3.9+1"
-
-[[deps.Xorg_xcb_util_wm_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67"
-uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361"
-version = "0.4.1+1"
-
-[[deps.Xorg_xkbcomp_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxkbfile_jll"]
-git-tree-sha1 = "4bcbf660f6c2e714f87e960a171b119d06ee163b"
-uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4"
-version = "1.4.2+4"
-
-[[deps.Xorg_xkeyboard_config_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xkbcomp_jll"]
-git-tree-sha1 = "5c8424f8a67c3f2209646d4425f3d415fee5931d"
-uuid = "33bec58e-1273-512f-9401-5d533626f822"
-version = "2.27.0+4"
-
-[[deps.Xorg_xtrans_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "79c31e7844f6ecf779705fbc12146eb190b7d845"
-uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
-version = "1.4.0+3"
-
 [[deps.ZipFile]]
 deps = ["Libdl", "Printf", "Zlib_jll"]
 git-tree-sha1 = "f492b7fe1698e623024e873244f10d89c95c340a"
@@ -1693,59 +550,11 @@ deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
 version = "1.2.13+0"
 
-[[deps.Zstd_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "e45044cd873ded54b6a5bac0eb5c971392cf1927"
-uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
-version = "1.5.2+0"
-
-[[deps.ZygoteRules]]
-deps = ["MacroTools"]
-git-tree-sha1 = "8c1a8e4dfacb1fd631745552c8db35d0deb09ea0"
-uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.2"
-
-[[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
-uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
-
-[[deps.libaom_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "3a2ea60308f0996d26f1e5354e10c24e9ef905d4"
-uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
-version = "3.4.0+0"
-
-[[deps.libass_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "5982a94fcba20f02f42ace44b9894ee2b140fe47"
-uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
-version = "0.15.1+0"
-
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
 version = "5.2.0+0"
 
-[[deps.libfdk_aac_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "daacc84a041563f965be61859a36e17c4e4fcd55"
-uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
-version = "2.0.2+0"
-
-[[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
-uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
-
-[[deps.libvorbis_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
-git-tree-sha1 = "b910cb81ef3fe6e78bf6acee440bda86fd6ae00c"
-uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
-version = "1.3.7+1"
-
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
@@ -1755,24 +564,6 @@ version = "1.48.0+0"
 deps = ["Artifacts", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
 version = "17.4.0+0"
-
-[[deps.x264_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2"
-uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
-version = "2021.5.5+0"
-
-[[deps.x265_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9"
-uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
-version = "3.5.0+0"
-
-[[deps.xkbcommon_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
-git-tree-sha1 = "9ebfc140cc56e8c2156a15ceac2f0302e327ac0a"
-uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
-version = "1.4.1+0"
 """
 
 # ╔═╡ Cell order:
@@ -1798,5 +589,8 @@ version = "1.4.1+0"
 # ╠═719112ef-f399-4664-8843-16723289bd1d
 # ╠═9e152cf5-2916-42a5-85cb-2c41e3590c3a
 # ╠═26030da6-920f-47bd-ad55-29444e78c1c8
+# ╠═20738a8e-a50d-4682-884b-a84e33e6146a
+# ╠═4ac7fa99-6ba1-46dd-abae-ed0655a71f6f
+# ╠═1e6593dd-956e-40b1-a715-6223fc7c56d8
 # ╟─00000000-0000-0000-0000-000000000001
 # ╟─00000000-0000-0000-0000-000000000002
diff --git a/Examples_Notebooks/PosteriorDB_01.jl b/Examples_Notebooks/PosteriorDB_01.jl
new file mode 100644
index 00000000..d0abb45f
--- /dev/null
+++ b/Examples_Notebooks/PosteriorDB_01.jl
@@ -0,0 +1,588 @@
+### A Pluto.jl notebook ###
+# v0.19.17
+
+using Markdown
+using InteractiveUtils
+
+# ╔═╡ 9339e545-32ee-4304-ba49-d34befb45fe3
+using Pkg
+
+# ╔═╡ e4d98ecf-1dd3-414b-ba5c-b6a7d71df3eb
+begin
+	using DataFrames
+	using Statistics
+	using PosteriorDB
+	using StanSample
+end
+
+# ╔═╡ 34a9e246-547e-11ed-2c8e-5d545ad2b268
+html"""
+<style>
+	main {
+		margin: 0 auto;
+		max-width: 2000px;
+    	padding-left: max(160px, 10%);
+    	padding-right: max(160px, 10%);
+	}
+</style>
+"""
+
+# ╔═╡ 22ffe9ac-a7d7-4066-a6a0-58e0b60d0352
+pdb = database()
+
+# ╔═╡ 97fd910a-2972-48f9-a512-e5975b51351f
+pdb.path
+
+# ╔═╡ bdf2a2eb-89df-401f-b113-6ea178d67500
+posterior_names(pdb)
+
+# ╔═╡ 5cebec86-cb13-4bf2-850a-3c6510e3fb5e
+dataset_names(pdb)
+
+# ╔═╡ 54dd2074-76f0-4bd7-9406-94e9720d0daf
+posterior_pdb = posterior(pdb, "M0_data-M0_model")
+
+# ╔═╡ a0260880-429c-4888-a4be-9b1d6457de53
+mod = model(posterior_pdb)
+
+# ╔═╡ 829195fc-adab-4f39-a69c-4c5c8d4916db
+info(posterior_pdb)
+
+# ╔═╡ 8feb8740-b286-4877-8587-7fde4419f90d
+begin
+	mod_code = implementation(mod, "stan")
+	mod_code
+end
+
+# ╔═╡ 46d29033-58c8-48a0-998e-944ad9d0ee62
+impl = implementation(mod, "stan")
+
+# ╔═╡ 438253a2-5b62-46f9-a85e-8a89e42e1c82
+begin
+	code = load(impl)
+	println(code)
+end
+
+# ╔═╡ 3068fb12-0c37-466d-9721-99f746006f03
+info(mod)
+
+# ╔═╡ 0247e72a-afc8-4072-9fd6-78b4a0e1baf7
+post = dataset(posterior_pdb)
+
+# ╔═╡ 32831937-e82c-41b3-83bd-0f25a62b6540
+DataFrame(post.posterior)
+
+# ╔═╡ e18e0655-1785-47e6-a322-d7e2f84e6f6f
+info(posterior_pdb)
+
+# ╔═╡ 302ce3e8-e3c0-4111-8065-71a3b622779f
+path(post)
+
+# ╔═╡ a9ba650f-76f3-483e-bc3a-c0ff039e08c8
+data = load(post)
+
+# ╔═╡ 48e0b38c-e72b-439d-aac4-dad55f8c05bc
+data["y"] = data["y"]'
+
+# ╔═╡ b201d58c-2145-4f02-aedf-c56bb71aa527
+model_1=model(posterior_pdb)
+
+# ╔═╡ 4ac7fa99-6ba1-46dd-abae-ed0655a71f6f
+begin
+	sm = SampleModel("PDB", code)
+	rc = stan_sample(sm; data)
+end;
+
+# ╔═╡ 1e6593dd-956e-40b1-a715-6223fc7c56d8
+if success(rc)
+	df = read_samples(sm, :dataframe)
+end
+
+# ╔═╡ 00000000-0000-0000-0000-000000000001
+PLUTO_PROJECT_TOML_CONTENTS = """
+[deps]
+DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
+Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
+PosteriorDB = "1c4bc282-d2f5-44f9-b6d1-8c4424a23ad4"
+StanSample = "c1514b29-d3a0-5178-b312-660c88baa699"
+Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+
+[compat]
+DataFrames = "~1.4.4"
+PosteriorDB = "~0.3.1"
+StanSample = "~6.13.7"
+"""
+
+# ╔═╡ 00000000-0000-0000-0000-000000000002
+PLUTO_MANIFEST_TOML_CONTENTS = """
+# This file is machine-generated - editing it directly is not advised
+
+julia_version = "1.10.0-DEV"
+manifest_format = "2.0"
+project_hash = "67fbb3a1844a1c0ebfac7799670a254337429f45"
+
+[[deps.ANSIColoredPrinters]]
+git-tree-sha1 = "574baf8110975760d391c710b6341da1afa48d8c"
+uuid = "a4c015fc-c6ff-483c-b24f-f7ea428134e9"
+version = "0.0.1"
+
+[[deps.ArgTools]]
+uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
+version = "1.1.1"
+
+[[deps.Artifacts]]
+uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
+
+[[deps.Base64]]
+uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
+
+[[deps.CSV]]
+deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings"]
+git-tree-sha1 = "c5fd7cd27ac4aed0acf4b73948f0110ff2a854b2"
+uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
+version = "0.10.7"
+
+[[deps.CodecZlib]]
+deps = ["TranscodingStreams", "Zlib_jll"]
+git-tree-sha1 = "ded953804d019afa9a3f98981d99b33e3db7b6da"
+uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
+version = "0.7.0"
+
+[[deps.Compat]]
+deps = ["Dates", "LinearAlgebra", "UUIDs"]
+git-tree-sha1 = "00a2cccc7f098ff3b66806862d275ca3db9e6e5a"
+uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
+version = "4.5.0"
+
+[[deps.CompatHelperLocal]]
+deps = ["DocStringExtensions", "Pkg", "UUIDs"]
+git-tree-sha1 = "be25ab802a22a212ce4da944fe60d7c250ddcfe1"
+uuid = "5224ae11-6099-4aaa-941d-3aab004bd678"
+version = "0.1.25"
+
+[[deps.CompilerSupportLibraries_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
+version = "1.0.1+0"
+
+[[deps.Crayons]]
+git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
+uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
+version = "4.1.1"
+
+[[deps.DataAPI]]
+git-tree-sha1 = "e08915633fcb3ea83bf9d6126292e5bc5c739922"
+uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
+version = "1.13.0"
+
+[[deps.DataFrames]]
+deps = ["Compat", "DataAPI", "Future", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrettyTables", "Printf", "REPL", "Random", "Reexport", "SnoopPrecompile", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
+git-tree-sha1 = "d4f69885afa5e6149d0cab3818491565cf41446d"
+uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
+version = "1.4.4"
+
+[[deps.DataStructures]]
+deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
+git-tree-sha1 = "d1fff3a548102f48987a52a2e0d114fa97d730f0"
+uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
+version = "0.18.13"
+
+[[deps.DataValueInterfaces]]
+git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
+uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464"
+version = "1.0.0"
+
+[[deps.Dates]]
+deps = ["Printf"]
+uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
+
+[[deps.DelimitedFiles]]
+deps = ["Mmap"]
+git-tree-sha1 = "19b1417ff479c07e523fcbf2fd735a3fde3d1ab3"
+uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
+version = "1.9.0"
+
+[[deps.Distributed]]
+deps = ["Random", "Serialization", "Sockets"]
+uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
+
+[[deps.DocStringExtensions]]
+deps = ["LibGit2"]
+git-tree-sha1 = "c36550cb29cbe373e95b3f40486b9a4148f89ffd"
+uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
+version = "0.9.2"
+
+[[deps.Documenter]]
+deps = ["ANSIColoredPrinters", "Base64", "Dates", "DocStringExtensions", "IOCapture", "InteractiveUtils", "JSON", "LibGit2", "Logging", "Markdown", "REPL", "Test", "Unicode"]
+git-tree-sha1 = "6030186b00a38e9d0434518627426570aac2ef95"
+uuid = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
+version = "0.27.23"
+
+[[deps.Downloads]]
+deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
+uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
+version = "1.6.0"
+
+[[deps.FilePathsBase]]
+deps = ["Compat", "Dates", "Mmap", "Printf", "Test", "UUIDs"]
+git-tree-sha1 = "e27c4ebe80e8699540f2d6c805cc12203b614f12"
+uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
+version = "0.9.20"
+
+[[deps.FileWatching]]
+uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
+
+[[deps.Formatting]]
+deps = ["Printf"]
+git-tree-sha1 = "8339d61043228fdd3eb658d86c926cb282ae72a8"
+uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
+version = "0.4.2"
+
+[[deps.Future]]
+deps = ["Random"]
+uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
+
+[[deps.IOCapture]]
+deps = ["Logging", "Random"]
+git-tree-sha1 = "f7be53659ab06ddc986428d3a9dcc95f6fa6705a"
+uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
+version = "0.2.2"
+
+[[deps.InlineStrings]]
+deps = ["Parsers"]
+git-tree-sha1 = "0cf92ec945125946352f3d46c96976ab972bde6f"
+uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
+version = "1.3.2"
+
+[[deps.InteractiveUtils]]
+deps = ["Markdown"]
+uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
+
+[[deps.InvertedIndices]]
+git-tree-sha1 = "82aec7a3dd64f4d9584659dc0b62ef7db2ef3e19"
+uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
+version = "1.2.0"
+
+[[deps.IteratorInterfaceExtensions]]
+git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
+uuid = "82899510-4779-5014-852e-03e436cf321d"
+version = "1.0.0"
+
+[[deps.JSON]]
+deps = ["Dates", "Mmap", "Parsers", "Unicode"]
+git-tree-sha1 = "3c837543ddb02250ef42f4738347454f95079d4e"
+uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
+version = "0.21.3"
+
+[[deps.JSON3]]
+deps = ["Dates", "Mmap", "Parsers", "SnoopPrecompile", "StructTypes", "UUIDs"]
+git-tree-sha1 = "84b10656a41ef564c39d2d477d7236966d2b5683"
+uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
+version = "1.12.0"
+
+[[deps.LaTeXStrings]]
+git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
+version = "1.3.0"
+
+[[deps.LibCURL]]
+deps = ["LibCURL_jll", "MozillaCACerts_jll"]
+uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
+version = "0.6.3"
+
+[[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"
+
+[[deps.LibGit2]]
+deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
+uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
+
+[[deps.LibSSH2_jll]]
+deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
+uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
+version = "1.10.2+0"
+
+[[deps.Libdl]]
+uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
+
+[[deps.LinearAlgebra]]
+deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
+uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+
+[[deps.Logging]]
+uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
+
+[[deps.Markdown]]
+deps = ["Base64"]
+uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
+
+[[deps.MbedTLS_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
+version = "2.28.0+0"
+
+[[deps.Missings]]
+deps = ["DataAPI"]
+git-tree-sha1 = "bf210ce90b6c9eed32d25dbcae1ebc565df2687f"
+uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
+version = "1.0.2"
+
+[[deps.Mmap]]
+uuid = "a63ad114-7e13-5084-954f-fe012c677804"
+
+[[deps.MozillaCACerts_jll]]
+uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
+version = "2022.10.11"
+
+[[deps.NamedTupleTools]]
+git-tree-sha1 = "17eeb975b00de066fb343aa8d56884f51d4a651c"
+uuid = "d9ec5142-1e00-5aa0-9d6a-321866360f50"
+version = "0.14.1"
+
+[[deps.NetworkOptions]]
+uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
+version = "1.2.0"
+
+[[deps.OpenBLAS_jll]]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
+uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
+version = "0.3.21+0"
+
+[[deps.OrderedCollections]]
+git-tree-sha1 = "85f8e6578bf1f9ee0d11e7bb1b1456435479d47c"
+uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
+version = "1.4.1"
+
+[[deps.Parameters]]
+deps = ["OrderedCollections", "UnPack"]
+git-tree-sha1 = "34c0e9ad262e5f7fc75b10a9952ca7692cfc5fbe"
+uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a"
+version = "0.12.3"
+
+[[deps.Parsers]]
+deps = ["Dates", "SnoopPrecompile"]
+git-tree-sha1 = "b64719e8b4504983c7fca6cc9db3ebc8acc2a4d6"
+uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
+version = "2.5.1"
+
+[[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 = "1.8.0"
+
+[[deps.PooledArrays]]
+deps = ["DataAPI", "Future"]
+git-tree-sha1 = "a6062fe4063cdafe78f4a0a81cfffb89721b30e7"
+uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720"
+version = "1.4.2"
+
+[[deps.PosteriorDB]]
+deps = ["Artifacts", "Compat", "JSON3", "ZipFile"]
+git-tree-sha1 = "574cb927d335c7caed89342e714cb6bd50051e1b"
+uuid = "1c4bc282-d2f5-44f9-b6d1-8c4424a23ad4"
+version = "0.3.1"
+
+[[deps.PrettyTables]]
+deps = ["Crayons", "Formatting", "LaTeXStrings", "Markdown", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "96f6db03ab535bdb901300f88335257b0018689d"
+uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
+version = "2.2.2"
+
+[[deps.Printf]]
+deps = ["Unicode"]
+uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
+
+[[deps.REPL]]
+deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
+uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
+
+[[deps.Random]]
+deps = ["SHA", "Serialization"]
+uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+
+[[deps.Reexport]]
+git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
+uuid = "189a3867-3050-52da-a836-e630ba90ab69"
+version = "1.2.2"
+
+[[deps.Requires]]
+deps = ["UUIDs"]
+git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
+uuid = "ae029012-a4dd-5104-9daa-d747884805df"
+version = "1.3.0"
+
+[[deps.SHA]]
+uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
+version = "0.7.0"
+
+[[deps.SentinelArrays]]
+deps = ["Dates", "Random"]
+git-tree-sha1 = "efd23b378ea5f2db53a55ae53d3133de4e080aa9"
+uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
+version = "1.3.16"
+
+[[deps.Serialization]]
+uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
+
+[[deps.SnoopPrecompile]]
+git-tree-sha1 = "f604441450a3c0569830946e5b33b78c928e1a85"
+uuid = "66db9d55-30c0-4569-8b51-7e840670fc0c"
+version = "1.0.1"
+
+[[deps.Sockets]]
+uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
+
+[[deps.SortingAlgorithms]]
+deps = ["DataStructures"]
+git-tree-sha1 = "a4ada03f999bd01b3a25dcaa30b2d929fe537e00"
+uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
+version = "1.1.0"
+
+[[deps.SparseArrays]]
+deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
+uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+
+[[deps.StanBase]]
+deps = ["CSV", "DataFrames", "DelimitedFiles", "Distributed", "DocStringExtensions", "Documenter", "JSON", "NamedTupleTools", "Parameters", "Random", "Unicode"]
+git-tree-sha1 = "70258a57edc0eff2a1e11185b49c7d66e3de075b"
+uuid = "d0ee94f6-a23d-54aa-bbe9-7f572d6da7f5"
+version = "4.7.5"
+
+[[deps.StanSample]]
+deps = ["CSV", "CompatHelperLocal", "DataFrames", "DelimitedFiles", "Distributed", "DocStringExtensions", "JSON", "NamedTupleTools", "OrderedCollections", "Parameters", "Random", "Reexport", "Requires", "Serialization", "StanBase", "TableOperations", "Tables", "Unicode"]
+git-tree-sha1 = "7b8c4ab8bb993296e93a64d1a4a09b9f79b8ffb5"
+uuid = "c1514b29-d3a0-5178-b312-660c88baa699"
+version = "6.13.7"
+
+[[deps.Statistics]]
+deps = ["LinearAlgebra", "SparseArrays"]
+uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+version = "1.9.0"
+
+[[deps.StringManipulation]]
+git-tree-sha1 = "46da2434b41f41ac3594ee9816ce5541c6096123"
+uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
+version = "0.3.0"
+
+[[deps.StructTypes]]
+deps = ["Dates", "UUIDs"]
+git-tree-sha1 = "ca4bccb03acf9faaf4137a9abc1881ed1841aa70"
+uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
+version = "1.10.0"
+
+[[deps.SuiteSparse_jll]]
+deps = ["Artifacts", "Libdl", "Pkg", "libblastrampoline_jll"]
+uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
+version = "5.10.1+0"
+
+[[deps.TOML]]
+deps = ["Dates"]
+uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
+version = "1.0.3"
+
+[[deps.TableOperations]]
+deps = ["SentinelArrays", "Tables", "Test"]
+git-tree-sha1 = "e383c87cf2a1dc41fa30c093b2a19877c83e1bc1"
+uuid = "ab02a1b2-a7df-11e8-156e-fb1833f50b87"
+version = "1.2.0"
+
+[[deps.TableTraits]]
+deps = ["IteratorInterfaceExtensions"]
+git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
+uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
+version = "1.0.1"
+
+[[deps.Tables]]
+deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits", "Test"]
+git-tree-sha1 = "c79322d36826aa2f4fd8ecfa96ddb47b174ac78d"
+uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
+version = "1.10.0"
+
+[[deps.Tar]]
+deps = ["ArgTools", "SHA"]
+uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
+version = "1.10.0"
+
+[[deps.Test]]
+deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
+uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+
+[[deps.TranscodingStreams]]
+deps = ["Random", "Test"]
+git-tree-sha1 = "e4bdc63f5c6d62e80eb1c0043fcc0360d5950ff7"
+uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
+version = "0.9.10"
+
+[[deps.UUIDs]]
+deps = ["Random", "SHA"]
+uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
+
+[[deps.UnPack]]
+git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
+uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
+version = "1.0.2"
+
+[[deps.Unicode]]
+uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
+
+[[deps.WeakRefStrings]]
+deps = ["DataAPI", "InlineStrings", "Parsers"]
+git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
+uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
+version = "1.4.2"
+
+[[deps.ZipFile]]
+deps = ["Libdl", "Printf", "Zlib_jll"]
+git-tree-sha1 = "f492b7fe1698e623024e873244f10d89c95c340a"
+uuid = "a5390f91-8eb1-5f08-bee0-b1d1ffed6cea"
+version = "0.10.1"
+
+[[deps.Zlib_jll]]
+deps = ["Libdl"]
+uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
+version = "1.2.13+0"
+
+[[deps.libblastrampoline_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
+version = "5.2.0+0"
+
+[[deps.nghttp2_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
+version = "1.48.0+0"
+
+[[deps.p7zip_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
+version = "17.4.0+0"
+"""
+
+# ╔═╡ Cell order:
+# ╠═34a9e246-547e-11ed-2c8e-5d545ad2b268
+# ╠═9339e545-32ee-4304-ba49-d34befb45fe3
+# ╠═e4d98ecf-1dd3-414b-ba5c-b6a7d71df3eb
+# ╠═22ffe9ac-a7d7-4066-a6a0-58e0b60d0352
+# ╠═97fd910a-2972-48f9-a512-e5975b51351f
+# ╠═bdf2a2eb-89df-401f-b113-6ea178d67500
+# ╠═5cebec86-cb13-4bf2-850a-3c6510e3fb5e
+# ╠═54dd2074-76f0-4bd7-9406-94e9720d0daf
+# ╠═a0260880-429c-4888-a4be-9b1d6457de53
+# ╠═829195fc-adab-4f39-a69c-4c5c8d4916db
+# ╠═8feb8740-b286-4877-8587-7fde4419f90d
+# ╠═46d29033-58c8-48a0-998e-944ad9d0ee62
+# ╠═438253a2-5b62-46f9-a85e-8a89e42e1c82
+# ╠═3068fb12-0c37-466d-9721-99f746006f03
+# ╠═0247e72a-afc8-4072-9fd6-78b4a0e1baf7
+# ╠═32831937-e82c-41b3-83bd-0f25a62b6540
+# ╠═e18e0655-1785-47e6-a322-d7e2f84e6f6f
+# ╠═302ce3e8-e3c0-4111-8065-71a3b622779f
+# ╠═a9ba650f-76f3-483e-bc3a-c0ff039e08c8
+# ╠═48e0b38c-e72b-439d-aac4-dad55f8c05bc
+# ╠═b201d58c-2145-4f02-aedf-c56bb71aa527
+# ╠═4ac7fa99-6ba1-46dd-abae-ed0655a71f6f
+# ╠═1e6593dd-956e-40b1-a715-6223fc7c56d8
+# ╟─00000000-0000-0000-0000-000000000001
+# ╟─00000000-0000-0000-0000-000000000002
diff --git a/Project.toml b/Project.toml
index 08ce753d..daf42114 100644
--- a/Project.toml
+++ b/Project.toml
@@ -43,7 +43,7 @@ DataStructures = "0.18.13"
 DimensionalData = "0.23"
 Distributions = "0.25"
 DocStringExtensions = "0.9"
-InferenceObjects = "0.2"
+InferenceObjects = "0.3"
 JSON = "0.21"
 JSON3 = "1.12"
 MCMCChains = "5.5"
@@ -55,7 +55,7 @@ StanBase = "4"
 StanDiagnose = "4"
 StanOptimize = "4"
 StanQuap = "4"
-StanSample = "6.13.7"
+StanSample = "6.13.8"
 StanVariational = "4"
 StatsBase = "0.33"
 StatsFuns = "1"
diff --git a/README.md b/README.md
index d9f20d42..4a710a58 100644
--- a/README.md
+++ b/README.md
@@ -34,7 +34,7 @@ In Stan.jl v7 all of cmdstan's methods were moved to separate packages, i.e. Sta
 
 Stan.jl v9 uses StanSample.jl v6, StanOptimize.jl v4, StanQuap.jl v4, StanDiagnose.jl v4 and StanVariational v4 and supports multithreading on C++ level. Stan.jl v9 also uses JSON.jl to generate data and init input files for cmdstan.
 
-Stan.jl v9 also supports BridgeStan.jl, InferenceObjects.jl and PosteriorDB.jl. See the example notebooks in the Examples_Notebooks subdirectory. Note that these are new packages and updates are to be expected.
+Stan.jl v9 also supports InferenceObjects.jl and PosteriorDB.jl. See the example notebooks in the Examples_Notebooks subdirectory. Note that these are new packages and updates are to be expected. Unfortunately BridgeStan v1.0 is no longer supported.
 
 The StanJulia ecosystem includes 2 additional packages, StanQuap.jl (to compute [MAP](https://en.wikipedia.org/wiki/Maximum_a_posteriori_estimation) estimates) and DiffEqBayesStan.jl.
 
diff --git a/test/runtests.jl b/test/runtests.jl
index 7628a111..c8429150 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -52,7 +52,7 @@ examples = [
   "Examples/Dyes/dyes.jl",
   "Examples/EightSchools/schools8.jl",
   "Examples/InferenceData/inferencedata.jl",
-  "Examples/BridgeStan/bridgestan.jl",
+  #"Examples/BridgeStan/bridgestan.jl",
   "Examples/PosteriorDB/posteriordb.jl",
 
   "Examples_Stan_Methods/Diagnose/diagnose.jl",
@@ -86,6 +86,8 @@ if haskey(ENV, "JULIA_CMDSTAN_HOME") || haskey(ENV, "CMDSTAN")
       end
 
   end
+
+  println("Tests completed.")
 else
   println("\nCMDSTAN or JULIA_CMDSTAN_HOME not set. Skipping tests")
 end