nb_lightning_talks_UnfoldMixedModels.jl

### A Pluto.jl notebook ###
# v0.20.6

using Markdown
using InteractiveUtils

# This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error).
macro bind(def, element)
    #! format: off
    return quote
        local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end
        local el = $(esc(element))
        global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el)
        el
    end
    #! format: on
end

# ╔═╡ 56340884-cf55-4eb0-b1dc-0d6f4525a7ba
using SwarmMakie

# ╔═╡ 2789e7ef-1571-4a47-b343-2b8485c78e7f
using UnfoldMixedModels

# ╔═╡ 290ff8b5-6579-4786-84e7-3407b2e8fcd7
using UnfoldStats # hat-tip to Judith Schepers!

# ╔═╡ 3ecea8b3-73f2-4b7b-814a-542dd0232d7c
using ClusterDepth,MixedModelsPermutations # other tools we developed :)

# ╔═╡ 592b60e0-fb97-4c89-aa2e-f4806786028c
begin
	using PlutoTeachingTools
	using PlutoUI
	using Unfold

	using UnfoldMakie
	using MakieThemes
	using UnfoldSim
	using CairoMakie
	using MixedModels
	using MixedModelsSim

	using DataFrames
	using DataFramesMeta
	using Chain
	using Statistics
	using DisplayAs
	using HypertextLiteral
using AlgebraOfGraphics
const AoG = AlgebraOfGraphics;
using HypothesisTests
end

# ╔═╡ dc644a89-b395-4256-83f7-383b9c9affb0
using Random

# ╔═╡ b3ac7b4f-4869-43f1-8870-09675a298db6
using CategoricalArrays

# ╔═╡ ec5b3848-2aa7-11f0-0ba0-95072a5a4b7b
md"""
# Lightning talk ⚡ UnfoldMixedModels.jl
"""

# ╔═╡ 518f364b-85c1-4fe5-8bb5-6a33e2120028
md"""
Slides & Toolbox: Benedikt Ehinger
"""

# ╔═╡ 58962381-1b1e-4464-b6d3-147115d5d423
md"""
# Why Linear Mixed Models?
"""

# ╔═╡ 4ba67ea1-8186-4a90-848e-1b77a25585d5
md"""
|fixed effect||
|---|---|
|condition|$(@bind β_cond PlutoUI.Slider(0:4,show_value=true))|


|random effect||
|---|---|
|condition\|subject |$(@bind s_cond PlutoUI.Slider(1:4,show_value=true))|
|condition\|item |$(@bind i_cond PlutoUI.Slider(1:4,show_value=true))|
"""

# ╔═╡ f23d6cfb-b613-41e4-a7bd-ff9ce8284bf3
# ╠═╡ show_logs = false
#form_analysis = @formula(y~1+condition + (1+condition|subject))
formula_analysis = @formula(y~1+condition + (1+condition|subject) + (1+condition|item));

# ╔═╡ d71b7260-21eb-4a4f-939f-039d310b53d1
	begin
		nitem = 11
		nsub = 13
		ntrials =4
		# generate factorial design
	d0 = factorproduct((;item=nlevels(nitem, "I")),(;subject=nlevels(nsub, "S")),(;condition=nlevels(2,"C")),(;trials=1:ntrials))|>DataFrame
	d0.y .= rand(size(d0,1)) # dummy response

	form_full = @formula(y~1+condition+(1+condition|subject) + (1+condition|item))
	m0 = fit(MixedModel, form_full, d0,contrasts=Dict(:condition=>EffectsCoding()))
	d_sim = deepcopy(d0)
	update!(m0; subject=create_re(1,s_cond),item=create_re(1,i_cond))
	
	simulate!(MersenneTwister(2),m0,σ=1,β=[0.,β_cond])
	d_sim.y = m0.y		
	m_analysis = fit(MixedModel,formula_analysis,d_sim)

	d_avg = groupby(d_sim,[:subject,:condition])|>x->combine(x,:y=>mean)
	
	end;

# ╔═╡ ff949ccd-b0da-4a6a-94de-c81d9bc125aa
md"""
Basic dataset: Two level `condition` :🚲 vs. 🧐

(with $nsub subjects, $nitem items, $ntrials repetitions; in total $(2*nsub*nitem*ntrials) trials)

> --- wait, what the heck is an item?

**Items** are typically the different individual stimuli you use, different faces, different words, different sounds.

Potential Face-Stimuli: 👨🏼👩🏼‍🦰🤶🏼👩🏼‍🌾👩🏼‍🏭👨🏼‍🚒🙍🏼‍♀️🧚🏼‍♂️👨🏼‍✈️ - do each evoke the same ERP? No!
"""

# ╔═╡ 301514eb-3197-42ae-83a1-0e95faadd413
AoG.data(d_sim)*mapping(:condition,:y,color=:subject)*visual(Beeswarm,algorithm=QuasirandomJitter(jitter_width=15))|>draw;

# ╔═╡ 496d24a5-8e29-41f8-926b-6f41b2500cd0
begin
	ix = d_avg.condition.=="C1"
	diff_values = d_avg.y_mean[ix] .- d_avg.y_mean[.!ix]
	pval_2stage = pvalue(OneSampleTTest(diff_values))
	
	HTML(html(html"""<style>
	#largetable table td {
		font-size: 1.5em !important;
	}
</style><div id="largetable">""")*html(md"""
	|||
	|---|---|
	|2-stage t-test: p = | $(round(pval_2stage,sigdigits=2)) $(pval_2stage<=0.05 ? "✓" : "❎")|
	|LMM: p = |$(round(coeftable(m_analysis).cols[4][2],sigdigits=2)) $(coeftable(m_analysis).cols[4][2]<=0.05 ? "✓" : "❎")|
	""")*html(html"""</div>"""))
end

# ╔═╡ 77a7ace8-9689-44b4-9a08-8147177e25a4
md"""
## Item effects inflate type-I errors

"""

# ╔═╡ d43ba68b-7873-414e-8c06-61e46a2234e3
danger(md"Repeatedly measuring the same item introduces a dependency!")

# ╔═╡ 472775cc-7521-415a-bd0e-00464c978071
md"""
Besides the item-effects modelling, LMMs have **other benefits**:

- Missing data & unbalanced designs ✔
- All linear modeling features, but with repeated measures!
- Make your analysis more fancy 😉
"""

# ╔═╡ ce64aa76-c2df-4c4d-a80a-36d88cef611f
md"""
# Mass Univariate LMMs
"""

# ╔═╡ d8f6335e-a47d-4340-9d57-def15284ffaa
begin
data, evts = UnfoldSim.predef_eeg(10; return_epoched = true) # simulate 10 subjects
data = reshape(data, 1, size(data, 1), :) # concatenate the data into a long EEG
times = range(0, length = size(data, 2), step = 1 / 100) 
rename!(evts,:continuous=>:cont,:condition=>:cond)
end;

# ╔═╡ f6afc96f-e407-44ca-a1f5-d74323962b36
md"""
`size(eeg-data)` = **1** ch x **45** timepoints x **1000** trials
"""

# ╔═╡ f7a3acf4-7131-4467-9950-1a3cfc43f725
evts

# ╔═╡ 39ca2d14-4d54-493d-b10e-5201d628f1cb
# ╠═╡ show_logs = false
f_lmm = @formula(0~1+cont+(1+cont|item)+(1+cont|subject));

# ╔═╡ 036982f3-673e-4f65-b392-9110d7a5858b
# ╠═╡ show_logs = false
m_lmm = fit(UnfoldModel,f_lmm,evts,data,times);

# ╔═╡ 64e34904-a336-4734-9ca3-6fcfa6f2403e
plot_erp( coeftable(m_lmm),
		  mapping=(;col=:group),
		  layout=(;show_legend=false))

# ╔═╡ b285ab15-eec6-4422-8eec-9291a5368e86
md"""
# What about p-values?
"""

# ╔═╡ bb271a40-0a4d-4032-9273-8bd5ad372778
# ╠═╡ show_logs = false
begin
	f_0 = @formula(0~1+(1+cont|item)+(1+cont|subject))
	m_lmm_0 = fit(UnfoldModel,f_0,evts,data,times)
end

# ╔═╡ d7f9cc69-f891-4c2e-be71-a9f2fbe33a24
	pvalues = likelihoodratiotest(data,m_lmm_0,m_lmm) |> pvalue;

# ╔═╡ 02a32ebe-1a26-4edc-a982-c699075f459c
	scatter(times,vcat(pvalues...);axis=(;yscale=log10,ylabel="p-value",xlabel="time"))


# ╔═╡ 62565204-6031-4895-af8c-17f585c4205f
md"""
# Multiple comparison correction?
"""

# ╔═╡ 2cd05a7c-a7c6-41ce-89f9-3c3005604296
danger(md"""
We are now deep in uncharted territory. The following methods are **active research**. **No waranty** - code will change -  papers are 🐌 coming
""")

# ╔═╡ 768b2dc1-a025-460d-889d-6213bcb4a1d3
rng = MersenneTwister(1);

# ╔═╡ fb71d1fb-b72f-4ee5-8ace-5d0ec77bd5f7
pvalues_mcc=pvalue(rng,m_lmm,data,2;n_permutations=100,clusterforming_threshold=1.8);

# ╔═╡ 914c1214-eb5d-43b1-98b4-5cb73206f873
pvalues_mcc

# ╔═╡ 89e0b24b-e2da-4597-ad4b-5e5f62ccf77e
let
	f,ax,h = scatter(times,pvalues_mcc[1,:],label="permutation corrected")#,axis=(;yscale=log10))
	scatter!(times,vcat(pvalues...),label="likelihood ratio test")
	Legend(f[0,1],ax,orientation=:horizontal)
	f
end

# ╔═╡ 8af2a5d0-e44c-426f-bc80-4895b14be69e
md"""
# Conclusions
- LMMs can be **super** important
- Fitting mass-univariate LMMs in Unfold: ⚡🐆⚡
"""

# ╔═╡ 0a11ace9-88d6-4df5-8c77-60b9a6d345f3
PlutoTeachingTools.warning(md""""More research is needed"™ - contact me if interested!
""")

# ╔═╡ bc25131c-1ae5-4e5f-911d-0dee59749912
md"""
# Package loading 🤷
"""

# ╔═╡ a3907b8a-12dd-4633-bf8b-0f47436a35d3
let
	t = ggthemr(:fresh)
	t.fontsize = 15 # presentation fontsize
	set_theme!(t)
end

# ╔═╡ 04f0b361-208e-411c-8a48-c0364712c741


# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
[deps]
AlgebraOfGraphics = "cbdf2221-f076-402e-a563-3d30da359d67"
CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
CategoricalArrays = "324d7699-5711-5eae-9e2f-1d82baa6b597"
Chain = "8be319e6-bccf-4806-a6f7-6fae938471bc"
ClusterDepth = "c8d8bbfa-f476-4995-adff-2987f04015d1"
DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
DataFramesMeta = "1313f7d8-7da2-5740-9ea0-a2ca25f37964"
DisplayAs = "0b91fe84-8a4c-11e9-3e1d-67c38462b6d6"
HypertextLiteral = "ac1192a8-f4b3-4bfe-ba22-af5b92cd3ab2"
HypothesisTests = "09f84164-cd44-5f33-b23f-e6b0d136a0d5"
MakieThemes = "e296ed71-da82-5faf-88ab-0034a9761098"
MixedModels = "ff71e718-51f3-5ec2-a782-8ffcbfa3c316"
MixedModelsPermutations = "647c4018-d7ef-4d03-a0cc-8889a722319e"
MixedModelsSim = "d5ae56c5-23ca-4a1f-b505-9fc4796fc1fe"
PlutoTeachingTools = "661c6b06-c737-4d37-b85c-46df65de6f69"
PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
SwarmMakie = "0b1c068e-6a84-4e66-8136-5c95cafa83ed"
Unfold = "181c99d8-e21b-4ff3-b70b-c233eddec679"
UnfoldMakie = "69a5ce3b-64fb-4f22-ae69-36dd4416af2a"
UnfoldMixedModels = "019ae9e0-8363-565c-86e5-97a5a2fe84f4"
UnfoldSim = "ed8ae6d2-84d3-44c6-ab46-0baf21700804"
UnfoldStats = "96fd419a-8306-4ce8-ba5b-cd907cb7647c"

[compat]
AlgebraOfGraphics = "~0.10.4"
CairoMakie = "~0.13.4"
CategoricalArrays = "~0.10.8"
Chain = "~0.6.0"
ClusterDepth = "~0.2.2"
DataFrames = "~1.7.0"
DataFramesMeta = "~0.15.4"
DisplayAs = "~0.1.6"
HypertextLiteral = "~0.9.5"
HypothesisTests = "~0.11.5"
MakieThemes = "~0.1.4"
MixedModels = "~4.34.1"
MixedModelsPermutations = "~0.2.0"
MixedModelsSim = "~0.2.11"
PlutoTeachingTools = "~0.3.1"
PlutoUI = "~0.7.62"
SwarmMakie = "~0.1.5"
Unfold = "~0.8.4"
UnfoldMakie = "~0.5.18"
UnfoldMixedModels = "~0.1.1"
UnfoldSim = "~0.4.0"
UnfoldStats = "~0.2.1"
"""

# ╔═╡ 00000000-0000-0000-0000-000000000002
PLUTO_MANIFEST_TOML_CONTENTS = """
# This file is machine-generated - editing it directly is not advised

julia_version = "1.11.3"
manifest_format = "2.0"
project_hash = "2a816c6461f0656a65680061b7d40a3c0b9f79eb"

[[deps.ADTypes]]
git-tree-sha1 = "e2478490447631aedba0823d4d7a80b2cc8cdb32"
uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
version = "1.14.0"

    [deps.ADTypes.extensions]
    ADTypesChainRulesCoreExt = "ChainRulesCore"
    ADTypesConstructionBaseExt = "ConstructionBase"
    ADTypesEnzymeCoreExt = "EnzymeCore"

    [deps.ADTypes.weakdeps]
    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"

[[deps.AbstractFFTs]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "d92ad398961a3ed262d8bf04a1a2b8340f915fef"
uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
version = "1.5.0"
weakdeps = ["ChainRulesCore", "Test"]

    [deps.AbstractFFTs.extensions]
    AbstractFFTsChainRulesCoreExt = "ChainRulesCore"
    AbstractFFTsTestExt = "Test"

[[deps.AbstractPlutoDingetjes]]
deps = ["Pkg"]
git-tree-sha1 = "6e1d2a35f2f90a4bc7c2ed98079b2ba09c35b83a"
uuid = "6e696c72-6542-2067-7265-42206c756150"
version = "1.3.2"

[[deps.AbstractTrees]]
git-tree-sha1 = "2d9c9a55f9c93e8887ad391fbae72f8ef55e1177"
uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
version = "0.4.5"

[[deps.Accessors]]
deps = ["CompositionsBase", "ConstructionBase", "Dates", "InverseFunctions", "MacroTools"]
git-tree-sha1 = "3b86719127f50670efe356bc11073d84b4ed7a5d"
uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
version = "0.1.42"

    [deps.Accessors.extensions]
    AxisKeysExt = "AxisKeys"
    IntervalSetsExt = "IntervalSets"
    LinearAlgebraExt = "LinearAlgebra"
    StaticArraysExt = "StaticArrays"
    StructArraysExt = "StructArrays"
    TestExt = "Test"
    UnitfulExt = "Unitful"

    [deps.Accessors.weakdeps]
    AxisKeys = "94b1ba4f-4ee9-5380-92f1-94cde586c3c5"
    IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
    LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
    StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
    Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"

[[deps.Adapt]]
deps = ["LinearAlgebra", "Requires"]
git-tree-sha1 = "f7817e2e585aa6d924fd714df1e2a84be7896c60"
uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
version = "4.3.0"
weakdeps = ["SparseArrays", "StaticArrays"]

    [deps.Adapt.extensions]
    AdaptSparseArraysExt = "SparseArrays"
    AdaptStaticArraysExt = "StaticArrays"

[[deps.AdaptivePredicates]]
git-tree-sha1 = "7e651ea8d262d2d74ce75fdf47c4d63c07dba7a6"
uuid = "35492f91-a3bd-45ad-95db-fcad7dcfedb7"
version = "1.2.0"

[[deps.AlgebraOfGraphics]]
deps = ["Accessors", "Colors", "Dates", "Dictionaries", "FileIO", "GLM", "GeoInterface", "GeometryBasics", "GridLayoutBase", "Isoband", "KernelDensity", "Loess", "Makie", "NaturalSort", "PlotUtils", "PolygonOps", "PooledArrays", "PrecompileTools", "RelocatableFolders", "StatsBase", "StructArrays", "Tables"]
git-tree-sha1 = "f71b02608cb981a2ac10595c5a1ee389a55ad4b6"
uuid = "cbdf2221-f076-402e-a563-3d30da359d67"
version = "0.10.4"

    [deps.AlgebraOfGraphics.extensions]
    AlgebraOfGraphicsDynamicQuantitiesExt = "DynamicQuantities"
    AlgebraOfGraphicsUnitfulExt = "Unitful"

    [deps.AlgebraOfGraphics.weakdeps]
    DynamicQuantities = "06fc5a27-2a28-4c7c-a15d-362465fb6821"
    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"

[[deps.AliasTables]]
deps = ["PtrArrays", "Random"]
git-tree-sha1 = "9876e1e164b144ca45e9e3198d0b689cadfed9ff"
uuid = "66dad0bd-aa9a-41b7-9441-69ab47430ed8"
version = "1.1.3"

[[deps.Animations]]
deps = ["Colors"]
git-tree-sha1 = "e092fa223bf66a3c41f9c022bd074d916dc303e7"
uuid = "27a7e980-b3e6-11e9-2bcd-0b925532e340"
version = "0.4.2"

[[deps.ArgTools]]
uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
version = "1.1.2"

[[deps.ArrayInterface]]
deps = ["Adapt", "LinearAlgebra"]
git-tree-sha1 = "017fcb757f8e921fb44ee063a7aafe5f89b86dd1"
uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
version = "7.18.0"

    [deps.ArrayInterface.extensions]
    ArrayInterfaceBandedMatricesExt = "BandedMatrices"
    ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
    ArrayInterfaceCUDAExt = "CUDA"
    ArrayInterfaceCUDSSExt = "CUDSS"
    ArrayInterfaceChainRulesCoreExt = "ChainRulesCore"
    ArrayInterfaceChainRulesExt = "ChainRules"
    ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
    ArrayInterfaceReverseDiffExt = "ReverseDiff"
    ArrayInterfaceSparseArraysExt = "SparseArrays"
    ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore"
    ArrayInterfaceTrackerExt = "Tracker"

    [deps.ArrayInterface.weakdeps]
    BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
    BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
    CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
    CUDSS = "45b445bb-4962-46a0-9369-b4df9d0f772e"
    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
    StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"

[[deps.ArrayLayouts]]
deps = ["FillArrays", "LinearAlgebra"]
git-tree-sha1 = "4e25216b8fea1908a0ce0f5d87368587899f75be"
uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
version = "1.11.1"
weakdeps = ["SparseArrays"]

    [deps.ArrayLayouts.extensions]
    ArrayLayoutsSparseArraysExt = "SparseArrays"

[[deps.Arrow]]
deps = ["ArrowTypes", "BitIntegers", "CodecLz4", "CodecZstd", "ConcurrentUtilities", "DataAPI", "Dates", "EnumX", "Mmap", "PooledArrays", "SentinelArrays", "StringViews", "Tables", "TimeZones", "TranscodingStreams", "UUIDs"]
git-tree-sha1 = "00f0b3f05bc33cc5b68db6cc22e4a7b16b65e505"
uuid = "69666777-d1a9-59fb-9406-91d4454c9d45"
version = "2.8.0"

[[deps.ArrowTypes]]
deps = ["Sockets", "UUIDs"]
git-tree-sha1 = "404265cd8128a2515a81d5eae16de90fdef05101"
uuid = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
version = "2.3.0"

[[deps.Artifacts]]
uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
version = "1.11.0"

[[deps.Automa]]
deps = ["PrecompileTools", "SIMD", "TranscodingStreams"]
git-tree-sha1 = "a8f503e8e1a5f583fbef15a8440c8c7e32185df2"
uuid = "67c07d97-cdcb-5c2c-af73-a7f9c32a568b"
version = "1.1.0"

[[deps.AxisAlgorithms]]
deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
version = "1.1.0"

[[deps.AxisArrays]]
deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
git-tree-sha1 = "16351be62963a67ac4083f748fdb3cca58bfd52f"
uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9"
version = "0.4.7"

[[deps.BSplineKit]]
deps = ["ArrayLayouts", "BandedMatrices", "FastGaussQuadrature", "ForwardDiff", "LinearAlgebra", "PrecompileTools", "Random", "Reexport", "SparseArrays", "Static", "StaticArrays", "StaticArraysCore"]
git-tree-sha1 = "15ab25b14c48783b1b73f80b14883fce7050daea"
uuid = "093aae92-e908-43d7-9660-e50ee39d5a0a"
version = "0.17.7"

[[deps.BandedMatrices]]
deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "PrecompileTools"]
git-tree-sha1 = "e35c672b239c5105f597963c33e740eeb46cf0ab"
uuid = "aae01518-5342-5314-be14-df237901396f"
version = "1.9.4"

    [deps.BandedMatrices.extensions]
    BandedMatricesSparseArraysExt = "SparseArrays"
    CliqueTreesExt = "CliqueTrees"

    [deps.BandedMatrices.weakdeps]
    CliqueTrees = "60701a23-6482-424a-84db-faee86b9b1f8"
    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"

[[deps.Base64]]
uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
version = "1.11.0"

[[deps.BitIntegers]]
deps = ["Random"]
git-tree-sha1 = "f98cfeaba814d9746617822032d50a31c9926604"
uuid = "c3b6d118-76ef-56ca-8cc7-ebb389d030a1"
version = "0.3.5"

[[deps.BlockDiagonals]]
deps = ["ChainRulesCore", "FillArrays", "FiniteDifferences", "LinearAlgebra"]
git-tree-sha1 = "920d3775e35c519a2aced9e7bbe9ac61218eeead"
uuid = "0a1fb500-61f7-11e9-3c65-f5ef3456f9f0"
version = "0.1.42"

[[deps.Bzip2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "1b96ea4a01afe0ea4090c5c8039690672dd13f2e"
uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
version = "1.0.9+0"

[[deps.CEnum]]
git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
version = "0.5.0"

[[deps.CRC32c]]
uuid = "8bf52ea8-c179-5cab-976a-9e18b702a9bc"
version = "1.11.0"

[[deps.CRlibm]]
deps = ["CRlibm_jll"]
git-tree-sha1 = "66188d9d103b92b6cd705214242e27f5737a1e5e"
uuid = "96374032-68de-5a5b-8d9e-752f78720389"
version = "1.0.2"

[[deps.CRlibm_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "e329286945d0cfc04456972ea732551869af1cfc"
uuid = "4e9b3aee-d8a1-5a3d-ad8b-7d824db253f0"
version = "1.0.1+0"

[[deps.Cairo]]
deps = ["Cairo_jll", "Colors", "Glib_jll", "Graphics", "Libdl", "Pango_jll"]
git-tree-sha1 = "71aa551c5c33f1a4415867fe06b7844faadb0ae9"
uuid = "159f3aea-2a34-519c-b102-8c37f9878175"
version = "1.1.1"

[[deps.CairoMakie]]
deps = ["CRC32c", "Cairo", "Cairo_jll", "Colors", "FileIO", "FreeType", "GeometryBasics", "LinearAlgebra", "Makie", "PrecompileTools"]
git-tree-sha1 = "c1c90ea6bba91f769a8fc3ccda802e96620eb24c"
uuid = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
version = "0.13.4"

[[deps.Cairo_jll]]
deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
git-tree-sha1 = "2ac646d71d0d24b44f3f8c84da8c9f4d70fb67df"
uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
version = "1.18.4+0"

[[deps.CatIndices]]
deps = ["CustomUnitRanges", "OffsetArrays"]
git-tree-sha1 = "a0f80a09780eed9b1d106a1bf62041c2efc995bc"
uuid = "aafaddc9-749c-510e-ac4f-586e18779b91"
version = "0.2.2"

[[deps.CategoricalArrays]]
deps = ["DataAPI", "Future", "Missings", "Printf", "Requires", "Statistics", "Unicode"]
git-tree-sha1 = "1568b28f91293458345dabba6a5ea3f183250a61"
uuid = "324d7699-5711-5eae-9e2f-1d82baa6b597"
version = "0.10.8"
weakdeps = ["JSON", "RecipesBase", "SentinelArrays", "StructTypes"]

    [deps.CategoricalArrays.extensions]
    CategoricalArraysJSONExt = "JSON"
    CategoricalArraysRecipesBaseExt = "RecipesBase"
    CategoricalArraysSentinelArraysExt = "SentinelArrays"
    CategoricalArraysStructTypesExt = "StructTypes"

[[deps.Chain]]
git-tree-sha1 = "9ae9be75ad8ad9d26395bf625dea9beac6d519f1"
uuid = "8be319e6-bccf-4806-a6f7-6fae938471bc"
version = "0.6.0"

[[deps.ChainRulesCore]]
deps = ["Compat", "LinearAlgebra"]
git-tree-sha1 = "1713c74e00545bfe14605d2a2be1712de8fbcb58"
uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
version = "1.25.1"
weakdeps = ["SparseArrays"]

    [deps.ChainRulesCore.extensions]
    ChainRulesCoreSparseArraysExt = "SparseArrays"

[[deps.ChunkSplitters]]
git-tree-sha1 = "63a3903063d035260f0f6eab00f517471c5dc784"
uuid = "ae650224-84b6-46f8-82ea-d812ca08434e"
version = "3.1.2"

[[deps.CloughTocher2DInterpolation]]
deps = ["LinearAlgebra", "MiniQhull", "PrecompileTools", "StaticArrays"]
git-tree-sha1 = "7b250c72cb6ec97bd77fa025e350ba848f623ce9"
uuid = "b70b374f-000b-463f-88dc-37030f004bd0"
version = "0.1.1"

[[deps.ClusterDepth]]
deps = ["Random", "SparseArrays", "StatsBase"]
git-tree-sha1 = "755d85215543b3d9ea215c6ed615fe713b66a7ed"
uuid = "c8d8bbfa-f476-4995-adff-2987f04015d1"
version = "0.2.2"

[[deps.CodeTracking]]
deps = ["InteractiveUtils", "UUIDs"]
git-tree-sha1 = "062c5e1a5bf6ada13db96a4ae4749a4c2234f521"
uuid = "da1fd8a2-8d9e-5ec2-8556-3022fb5608a2"
version = "1.3.9"

[[deps.CodecLz4]]
deps = ["Lz4_jll", "TranscodingStreams"]
git-tree-sha1 = "d58afcd2833601636b48ee8cbeb2edcb086522c2"
uuid = "5ba52731-8f18-5e0d-9241-30f10d1ec561"
version = "0.4.6"

[[deps.CodecZstd]]
deps = ["TranscodingStreams", "Zstd_jll"]
git-tree-sha1 = "d0073f473757f0d39ac9707f1eb03b431573cbd8"
uuid = "6b39b394-51ab-5f42-8807-6242bab2b4c2"
version = "0.8.6"

[[deps.ColorBrewer]]
deps = ["Colors", "JSON"]
git-tree-sha1 = "e771a63cc8b539eca78c85b0cabd9233d6c8f06f"
uuid = "a2cac450-b92f-5266-8821-25eda20663c8"
version = "0.4.1"

[[deps.ColorSchemes]]
deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
git-tree-sha1 = "403f2d8e209681fcbd9468a8514efff3ea08452e"
uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
version = "3.29.0"

[[deps.ColorTypes]]
deps = ["FixedPointNumbers", "Random"]
git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d"
uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
version = "0.11.5"

[[deps.ColorVectorSpace]]
deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
version = "0.10.0"
weakdeps = ["SpecialFunctions"]

    [deps.ColorVectorSpace.extensions]
    SpecialFunctionsExt = "SpecialFunctions"

[[deps.Colors]]
deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
git-tree-sha1 = "64e15186f0aa277e174aa81798f7eb8598e0157e"
uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
version = "0.13.0"

[[deps.Combinatorics]]
git-tree-sha1 = "8010b6bb3388abe68d95743dcbea77650bb2eddf"
uuid = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
version = "1.0.3"

[[deps.CommonSolve]]
git-tree-sha1 = "0eee5eb66b1cf62cd6ad1b460238e60e4b09400c"
uuid = "38540f10-b2f7-11e9-35d8-d573e4eb0ff2"
version = "0.2.4"

[[deps.CommonSubexpressions]]
deps = ["MacroTools"]
git-tree-sha1 = "cda2cfaebb4be89c9084adaca7dd7333369715c5"
uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
version = "0.3.1"

[[deps.CommonWorldInvalidations]]
git-tree-sha1 = "ae52d1c52048455e85a387fbee9be553ec2b68d0"
uuid = "f70d9fcc-98c5-4d4a-abd7-e4cdeebd8ca8"
version = "1.0.0"

[[deps.Compat]]
deps = ["TOML", "UUIDs"]
git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
version = "4.16.0"
weakdeps = ["Dates", "LinearAlgebra"]

    [deps.Compat.extensions]
    CompatLinearAlgebraExt = "LinearAlgebra"

[[deps.CompilerSupportLibraries_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
version = "1.1.1+0"

[[deps.CompositionsBase]]
git-tree-sha1 = "802bb88cd69dfd1509f6670416bd4434015693ad"
uuid = "a33af91c-f02d-484b-be07-31d278c5ca2b"
version = "0.1.2"
weakdeps = ["InverseFunctions"]

    [deps.CompositionsBase.extensions]
    CompositionsBaseInverseFunctionsExt = "InverseFunctions"

[[deps.ComputationalResources]]
git-tree-sha1 = "52cb3ec90e8a8bea0e62e275ba577ad0f74821f7"
uuid = "ed09eef8-17a6-5b46-8889-db040fac31e3"
version = "0.3.2"

[[deps.ConcurrentUtilities]]
deps = ["Serialization", "Sockets"]
git-tree-sha1 = "d9d26935a0bcffc87d2613ce14c527c99fc543fd"
uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
version = "2.5.0"

[[deps.ConstructionBase]]
git-tree-sha1 = "76219f1ed5771adbb096743bff43fb5fdd4c1157"
uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
version = "1.5.8"
weakdeps = ["IntervalSets", "LinearAlgebra", "StaticArrays"]

    [deps.ConstructionBase.extensions]
    ConstructionBaseIntervalSetsExt = "IntervalSets"
    ConstructionBaseLinearAlgebraExt = "LinearAlgebra"
    ConstructionBaseStaticArraysExt = "StaticArrays"

[[deps.Contour]]
git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8"
uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
version = "0.6.3"

[[deps.CoordinateTransformations]]
deps = ["LinearAlgebra", "StaticArrays"]
git-tree-sha1 = "a692f5e257d332de1e554e4566a4e5a8a72de2b2"
uuid = "150eb455-5306-5404-9cee-2592286d6298"
version = "0.6.4"

[[deps.Crayons]]
git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
version = "4.1.1"

[[deps.CustomUnitRanges]]
git-tree-sha1 = "1a3f97f907e6dd8983b744d2642651bb162a3f7a"
uuid = "dc8bdbbb-1ca9-579f-8c36-e416f6a65cce"
version = "1.0.2"

[[deps.DSP]]
deps = ["Compat", "FFTW", "IterTools", "LinearAlgebra", "Polynomials", "Random", "Reexport", "SpecialFunctions", "Statistics"]
git-tree-sha1 = "0df00546373af8eee1598fb4b2ba480b1ebe895c"
uuid = "717857b8-e6f2-59f4-9121-6e50c889abd2"
version = "0.7.10"

[[deps.DataAPI]]
git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
version = "1.16.0"

[[deps.DataFrames]]
deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
git-tree-sha1 = "fb61b4812c49343d7ef0b533ba982c46021938a6"
uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
version = "1.7.0"

[[deps.DataFramesMeta]]
deps = ["Chain", "DataFrames", "MacroTools", "OrderedCollections", "Reexport", "TableMetadataTools"]
git-tree-sha1 = "21a4335f249f8b5f311d00d5e62938b50ccace4e"
uuid = "1313f7d8-7da2-5740-9ea0-a2ca25f37964"
version = "0.15.4"

[[deps.DataStructures]]
deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
git-tree-sha1 = "4e1fe97fdaed23e9dc21d4d664bea76b65fc50a0"
uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
version = "0.18.22"

[[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"
version = "1.11.0"

[[deps.Delaunator]]
git-tree-sha1 = "7fb89383502d2096d9aba6b42b70db80867ea909"
uuid = "466f8f70-d5e3-4806-ac0b-a54b75a91218"
version = "0.1.2"

[[deps.DelaunayTriangulation]]
deps = ["AdaptivePredicates", "EnumX", "ExactPredicates", "Random"]
git-tree-sha1 = "5620ff4ee0084a6ab7097a27ba0c19290200b037"
uuid = "927a84f5-c5f4-47a5-9785-b46e178433df"
version = "1.6.4"

[[deps.Dictionaries]]
deps = ["Indexing", "Random", "Serialization"]
git-tree-sha1 = "a86af9c4c4f33e16a2b2ff43c2113b2f390081fa"
uuid = "85a47980-9c8c-11e8-2b9f-f7ca1fa99fb4"
version = "0.4.5"

[[deps.Dierckx]]
deps = ["Dierckx_jll"]
git-tree-sha1 = "7da4b14cc4c3443a1afc64abee17f4fcb45ad837"
uuid = "39dd38d3-220a-591b-8e3c-4c3a8c710a94"
version = "0.5.4"

[[deps.Dierckx_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
git-tree-sha1 = "3251f44b3cac6fec4cec8db45d3ab0bfed51c4d8"
uuid = "cd4c43a9-7502-52ba-aa6d-59fb2a88580b"
version = "0.2.0+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 = "23163d55f885173722d1e4cf0f6110cdbaf7e272"
uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
version = "1.15.1"

[[deps.DifferentiationInterface]]
deps = ["ADTypes", "LinearAlgebra"]
git-tree-sha1 = "aa87a743e3778d35a950b76fbd2ae64f810a2bb3"
uuid = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
version = "0.6.52"

    [deps.DifferentiationInterface.extensions]
    DifferentiationInterfaceChainRulesCoreExt = "ChainRulesCore"
    DifferentiationInterfaceDiffractorExt = "Diffractor"
    DifferentiationInterfaceEnzymeExt = ["EnzymeCore", "Enzyme"]
    DifferentiationInterfaceFastDifferentiationExt = "FastDifferentiation"
    DifferentiationInterfaceFiniteDiffExt = "FiniteDiff"
    DifferentiationInterfaceFiniteDifferencesExt = "FiniteDifferences"
    DifferentiationInterfaceForwardDiffExt = ["ForwardDiff", "DiffResults"]
    DifferentiationInterfaceGPUArraysCoreExt = "GPUArraysCore"
    DifferentiationInterfaceGTPSAExt = "GTPSA"
    DifferentiationInterfaceMooncakeExt = "Mooncake"
    DifferentiationInterfacePolyesterForwardDiffExt = ["PolyesterForwardDiff", "ForwardDiff", "DiffResults"]
    DifferentiationInterfaceReverseDiffExt = ["ReverseDiff", "DiffResults"]
    DifferentiationInterfaceSparseArraysExt = "SparseArrays"
    DifferentiationInterfaceSparseConnectivityTracerExt = "SparseConnectivityTracer"
    DifferentiationInterfaceSparseMatrixColoringsExt = "SparseMatrixColorings"
    DifferentiationInterfaceStaticArraysExt = "StaticArrays"
    DifferentiationInterfaceSymbolicsExt = "Symbolics"
    DifferentiationInterfaceTrackerExt = "Tracker"
    DifferentiationInterfaceZygoteExt = ["Zygote", "ForwardDiff"]

    [deps.DifferentiationInterface.weakdeps]
    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
    DiffResults = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
    Diffractor = "9f5e2b26-1114-432f-b630-d3fe2085c51c"
    Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
    FastDifferentiation = "eb9bf01b-bf85-4b60-bf87-ee5de06c00be"
    FiniteDiff = "6a86dc24-6348-571c-b903-95158fe2bd41"
    FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
    GTPSA = "b27dd330-f138-47c5-815b-40db9dd9b6e8"
    Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
    PolyesterForwardDiff = "98d1487c-24ca-40b6-b7ab-df2af84e126b"
    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
    SparseConnectivityTracer = "9f842d2f-2579-4b1d-911e-f412cf18a3f5"
    SparseMatrixColorings = "0a514795-09f3-496d-8182-132a7b665d35"
    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
    Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7"
    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
    Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"

[[deps.DisplayAs]]
git-tree-sha1 = "43c017d5dd3a48d56486055973f443f8a39bb6d9"
uuid = "0b91fe84-8a4c-11e9-3e1d-67c38462b6d6"
version = "0.1.6"

[[deps.Distances]]
deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
git-tree-sha1 = "c7e3a542b999843086e2f29dac96a618c105be1d"
uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
version = "0.10.12"
weakdeps = ["ChainRulesCore", "SparseArrays"]

    [deps.Distances.extensions]
    DistancesChainRulesCoreExt = "ChainRulesCore"
    DistancesSparseArraysExt = "SparseArrays"

[[deps.Distributed]]
deps = ["Random", "Serialization", "Sockets"]
uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
version = "1.11.0"

[[deps.Distributions]]
deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
git-tree-sha1 = "6d8b535fd38293bc54b88455465a1386f8ac1c3c"
uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
version = "0.25.119"

    [deps.Distributions.extensions]
    DistributionsChainRulesCoreExt = "ChainRulesCore"
    DistributionsDensityInterfaceExt = "DensityInterface"
    DistributionsTestExt = "Test"

    [deps.Distributions.weakdeps]
    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
    DensityInterface = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
    Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"

[[deps.DocStringExtensions]]
git-tree-sha1 = "e7b7e6f178525d17c720ab9c081e4ef04429f860"
uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
version = "0.9.4"

[[deps.Downloads]]
deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
version = "1.6.0"

[[deps.EarCut_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "e3290f2d49e661fbd94046d7e3726ffcb2d41053"
uuid = "5ae413db-bbd1-5e63-b57d-d24a61df00f5"
version = "2.2.4+0"

[[deps.Effects]]
deps = ["Combinatorics", "DataFrames", "Distributions", "ForwardDiff", "LinearAlgebra", "Statistics", "StatsAPI", "StatsBase", "StatsModels", "Tables"]
git-tree-sha1 = "0bb6b195bcf93096cdc0bcebca84cf1e8cfa1233"
uuid = "8f03c58b-bd97-4933-a826-f71b64d2cca2"
version = "1.4.0"
weakdeps = ["GLM", "MixedModels"]

    [deps.Effects.extensions]
    EffectsGLMExt = "GLM"
    EffectsMixedModelsExt = ["GLM", "MixedModels"]

[[deps.ElasticArrays]]
deps = ["Adapt"]
git-tree-sha1 = "75e5697f521c9ab89816d3abeea806dfc5afb967"
uuid = "fdbdab4c-e67f-52f5-8c3f-e7b388dad3d4"
version = "1.2.12"

[[deps.EnumX]]
git-tree-sha1 = "bddad79635af6aec424f53ed8aad5d7555dc6f00"
uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
version = "1.0.5"

[[deps.ExactPredicates]]
deps = ["IntervalArithmetic", "Random", "StaticArrays"]
git-tree-sha1 = "b3f2ff58735b5f024c392fde763f29b057e4b025"
uuid = "429591f6-91af-11e9-00e2-59fbe8cec110"
version = "2.2.8"

[[deps.Expat_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "d55dffd9ae73ff72f1c0482454dcf2ec6c6c4a63"
uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
version = "2.6.5+0"

[[deps.ExprTools]]
git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
version = "0.1.10"

[[deps.Extents]]
git-tree-sha1 = "063512a13dbe9c40d999c439268539aa552d1ae6"
uuid = "411431e0-e8b7-467b-b5e0-f676ba4f2910"
version = "0.1.5"

[[deps.FFMPEG_jll]]
deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
git-tree-sha1 = "8cc47f299902e13f90405ddb5bf87e5d474c0d38"
uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
version = "6.1.2+0"

[[deps.FFTViews]]
deps = ["CustomUnitRanges", "FFTW"]
git-tree-sha1 = "cbdf14d1e8c7c8aacbe8b19862e0179fd08321c2"
uuid = "4f61f5a4-77b1-5117-aa51-3ab5ef4ef0cd"
version = "0.3.2"

[[deps.FFTW]]
deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
git-tree-sha1 = "7de7c78d681078f027389e067864a8d53bd7c3c9"
uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
version = "1.8.1"

[[deps.FFTW_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "6d6219a004b8cf1e0b4dbe27a2860b8e04eba0be"
uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
version = "3.3.11+0"

[[deps.FastGaussQuadrature]]
deps = ["LinearAlgebra", "SpecialFunctions", "StaticArrays"]
git-tree-sha1 = "fd923962364b645f3719855c88f7074413a6ad92"
uuid = "442a2c76-b920-505d-bb47-c5924d526838"
version = "1.0.2"

[[deps.FileIO]]
deps = ["Pkg", "Requires", "UUIDs"]
git-tree-sha1 = "b66970a70db13f45b7e57fbda1736e1cf72174ea"
uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
version = "1.17.0"

    [deps.FileIO.extensions]
    HTTPExt = "HTTP"

    [deps.FileIO.weakdeps]
    HTTP = "cd3eb016-35fb-5094-929b-558a96fad6f3"

[[deps.FilePaths]]
deps = ["FilePathsBase", "MacroTools", "Reexport", "Requires"]
git-tree-sha1 = "919d9412dbf53a2e6fe74af62a73ceed0bce0629"
uuid = "8fc22ac5-c921-52a6-82fd-178b2807b824"
version = "0.8.3"

[[deps.FilePathsBase]]
deps = ["Compat", "Dates"]
git-tree-sha1 = "3bab2c5aa25e7840a4b065805c0cdfc01f3068d2"
uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
version = "0.9.24"
weakdeps = ["Mmap", "Test"]

    [deps.FilePathsBase.extensions]
    FilePathsBaseMmapExt = "Mmap"
    FilePathsBaseTestExt = "Test"

[[deps.FileWatching]]
uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
version = "1.11.0"

[[deps.FillArrays]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a"
uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
version = "1.13.0"
weakdeps = ["PDMats", "SparseArrays", "Statistics"]

    [deps.FillArrays.extensions]
    FillArraysPDMatsExt = "PDMats"
    FillArraysSparseArraysExt = "SparseArrays"
    FillArraysStatisticsExt = "Statistics"

[[deps.FiniteDiff]]
deps = ["ArrayInterface", "LinearAlgebra", "Setfield"]
git-tree-sha1 = "f089ab1f834470c525562030c8cfde4025d5e915"
uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
version = "2.27.0"

    [deps.FiniteDiff.extensions]
    FiniteDiffBandedMatricesExt = "BandedMatrices"
    FiniteDiffBlockBandedMatricesExt = "BlockBandedMatrices"
    FiniteDiffSparseArraysExt = "SparseArrays"
    FiniteDiffStaticArraysExt = "StaticArrays"

    [deps.FiniteDiff.weakdeps]
    BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
    BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"

[[deps.FiniteDifferences]]
deps = ["ChainRulesCore", "LinearAlgebra", "Printf", "Random", "Richardson", "SparseArrays", "StaticArrays"]
git-tree-sha1 = "06d76c780d657729cf20821fb5832c6cc4dfd0b5"
uuid = "26cc04aa-876d-5657-8c51-4c34ba976000"
version = "0.12.32"

[[deps.FixedPointNumbers]]
deps = ["Statistics"]
git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172"
uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
version = "0.8.5"

[[deps.Fontconfig_jll]]
deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"]
git-tree-sha1 = "301b5d5d731a0654825f1f2e906990f7141a106b"
uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
version = "2.16.0+0"

[[deps.Format]]
git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc"
uuid = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8"
version = "1.3.7"

[[deps.ForwardDiff]]
deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
git-tree-sha1 = "a2df1b776752e3f344e5116c06d75a10436ab853"
uuid = "f6369f11-7733-5829-9624-2563aa707210"
version = "0.10.38"
weakdeps = ["StaticArrays"]

    [deps.ForwardDiff.extensions]
    ForwardDiffStaticArraysExt = "StaticArrays"

[[deps.FreeType]]
deps = ["CEnum", "FreeType2_jll"]
git-tree-sha1 = "907369da0f8e80728ab49c1c7e09327bf0d6d999"
uuid = "b38be410-82b0-50bf-ab77-7b57e271db43"
version = "4.1.1"

[[deps.FreeType2_jll]]
deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "2c5512e11c791d1baed2049c5652441b28fc6a31"
uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
version = "2.13.4+0"

[[deps.FreeTypeAbstraction]]
deps = ["ColorVectorSpace", "Colors", "FreeType", "GeometryBasics"]
git-tree-sha1 = "d52e255138ac21be31fa633200b65e4e71d26802"
uuid = "663a7486-cb36-511b-a19d-713bb74d65c9"
version = "0.10.6"

[[deps.FriBidi_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "7a214fdac5ed5f59a22c2d9a885a16da1c74bbc7"
uuid = "559328eb-81f9-559d-9380-de523a88c83c"
version = "1.0.17+0"

[[deps.Future]]
deps = ["Random"]
uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
version = "1.11.0"

[[deps.GLM]]
deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels"]
git-tree-sha1 = "273bd1cd30768a2fddfa3fd63bbc746ed7249e5f"
uuid = "38e38edf-8417-5370-95a0-9cbb8c7f171a"
version = "1.9.0"

[[deps.GeoFormatTypes]]
git-tree-sha1 = "8e233d5167e63d708d41f87597433f59a0f213fe"
uuid = "68eda718-8dee-11e9-39e7-89f7f65f511f"
version = "0.4.4"

[[deps.GeoInterface]]
deps = ["DataAPI", "Extents", "GeoFormatTypes"]
git-tree-sha1 = "294e99f19869d0b0cb71aef92f19d03649d028d5"
uuid = "cf35fbd7-0cd7-5166-be24-54bfbe79505f"
version = "1.4.1"

[[deps.GeometryBasics]]
deps = ["EarCut_jll", "Extents", "GeoInterface", "IterTools", "LinearAlgebra", "PrecompileTools", "Random", "StaticArrays"]
git-tree-sha1 = "65e3f5c519c3ec6a4c59f4c3ba21b6ff3add95b0"
uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
version = "0.5.7"

[[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.Giflib_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "6570366d757b50fabae9f4315ad74d2e40c0560a"
uuid = "59f7168a-df46-5410-90c8-f2779963d0ec"
version = "5.2.3+0"

[[deps.Glib_jll]]
deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
git-tree-sha1 = "b0036b392358c80d2d2124746c2bf3d48d457938"
uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
version = "2.82.4+0"

[[deps.Graphics]]
deps = ["Colors", "LinearAlgebra", "NaNMath"]
git-tree-sha1 = "a641238db938fff9b2f60d08ed9030387daf428c"
uuid = "a2bd30eb-e257-5431-a919-1863eab51364"
version = "1.1.3"

[[deps.Graphite2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "8a6dbda1fd736d60cc477d99f2e7a042acfa46e8"
uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
version = "1.3.15+0"

[[deps.GridLayoutBase]]
deps = ["GeometryBasics", "InteractiveUtils", "Observables"]
git-tree-sha1 = "dc6bed05c15523624909b3953686c5f5ffa10adc"
uuid = "3955a311-db13-416c-9275-1d80ed98e5e9"
version = "0.11.1"

[[deps.Grisu]]
git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe"
version = "1.0.2"

[[deps.HDF5]]
deps = ["Compat", "HDF5_jll", "Libdl", "MPIPreferences", "Mmap", "Preferences", "Printf", "Random", "Requires", "UUIDs"]
git-tree-sha1 = "e856eef26cf5bf2b0f95f8f4fc37553c72c8641c"
uuid = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f"
version = "0.17.2"

    [deps.HDF5.extensions]
    MPIExt = "MPI"

    [deps.HDF5.weakdeps]
    MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195"

[[deps.HDF5_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "OpenSSL_jll", "TOML", "Zlib_jll", "libaec_jll"]
git-tree-sha1 = "e94f84da9af7ce9c6be049e9067e511e17ff89ec"
uuid = "0234f1f7-429e-5d53-9886-15a909be8d59"
version = "1.14.6+0"

[[deps.HarfBuzz_jll]]
deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
git-tree-sha1 = "55c53be97790242c29031e5cd45e8ac296dadda3"
uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
version = "8.5.0+0"

[[deps.Highlights]]
deps = ["DocStringExtensions", "InteractiveUtils", "REPL"]
git-tree-sha1 = "9e13b8d8b1367d9692a90ea4711b4278e4755c32"
uuid = "eafb193a-b7ab-5a9e-9068-77385905fa72"
version = "0.5.3"

[[deps.Hwloc_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "f93a9ce66cd89c9ba7a4695a47fd93b4c6bc59fa"
uuid = "e33a78d0-f292-5ffc-b300-72abe9b543c8"
version = "2.12.0+0"

[[deps.HypergeometricFunctions]]
deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
git-tree-sha1 = "68c173f4f449de5b438ee67ed0c9c748dc31a2ec"
uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
version = "0.3.28"

[[deps.Hyperscript]]
deps = ["Test"]
git-tree-sha1 = "179267cfa5e712760cd43dcae385d7ea90cc25a4"
uuid = "47d2ed2b-36de-50cf-bf87-49c2cf4b8b91"
version = "0.0.5"

[[deps.HypertextLiteral]]
deps = ["Tricks"]
git-tree-sha1 = "7134810b1afce04bbc1045ca1985fbe81ce17653"
uuid = "ac1192a8-f4b3-4bfe-ba22-af5b92cd3ab2"
version = "0.9.5"

[[deps.HypothesisTests]]
deps = ["Combinatorics", "Distributions", "LinearAlgebra", "Printf", "Random", "Roots", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
git-tree-sha1 = "15319d5a767eb386bc4b702d5e025a0be62be293"
uuid = "09f84164-cd44-5f33-b23f-e6b0d136a0d5"
version = "0.11.5"

[[deps.IOCapture]]
deps = ["Logging", "Random"]
git-tree-sha1 = "b6d6bfdd7ce25b0f9b2f6b3dd56b2673a66c8770"
uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
version = "0.2.5"

[[deps.IfElse]]
git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1"
uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173"
version = "0.1.1"

[[deps.ImageAxes]]
deps = ["AxisArrays", "ImageBase", "ImageCore", "Reexport", "SimpleTraits"]
git-tree-sha1 = "e12629406c6c4442539436581041d372d69c55ba"
uuid = "2803e5a7-5153-5ecf-9a86-9b4c37f5f5ac"
version = "0.6.12"

[[deps.ImageBase]]
deps = ["ImageCore", "Reexport"]
git-tree-sha1 = "eb49b82c172811fd2c86759fa0553a2221feb909"
uuid = "c817782e-172a-44cc-b673-b171935fbb9e"
version = "0.1.7"

[[deps.ImageCore]]
deps = ["ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"]
git-tree-sha1 = "8c193230235bbcee22c8066b0374f63b5683c2d3"
uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
version = "0.10.5"

[[deps.ImageFiltering]]
deps = ["CatIndices", "ComputationalResources", "DataStructures", "FFTViews", "FFTW", "ImageBase", "ImageCore", "LinearAlgebra", "OffsetArrays", "PrecompileTools", "Reexport", "SparseArrays", "StaticArrays", "Statistics", "TiledIteration"]
git-tree-sha1 = "eea3a5095c0c5f143e62773164ab11f67e43c4bb"
uuid = "6a3955dd-da59-5b1f-98d4-e7296123deb5"
version = "0.7.10"

[[deps.ImageIO]]
deps = ["FileIO", "IndirectArrays", "JpegTurbo", "LazyModules", "Netpbm", "OpenEXR", "PNGFiles", "QOI", "Sixel", "TiffImages", "UUIDs", "WebP"]
git-tree-sha1 = "696144904b76e1ca433b886b4e7edd067d76cbf7"
uuid = "82e4d734-157c-48bb-816b-45c225c6df19"
version = "0.6.9"

[[deps.ImageMetadata]]
deps = ["AxisArrays", "ImageAxes", "ImageBase", "ImageCore"]
git-tree-sha1 = "2a81c3897be6fbcde0802a0ebe6796d0562f63ec"
uuid = "bc367c6b-8a6b-528e-b4bd-a4b897500b49"
version = "0.9.10"

[[deps.ImageTransformations]]
deps = ["AxisAlgorithms", "CoordinateTransformations", "ImageBase", "ImageCore", "Interpolations", "OffsetArrays", "Rotations", "StaticArrays"]
git-tree-sha1 = "e0884bdf01bbbb111aea77c348368a86fb4b5ab6"
uuid = "02fcd773-0e25-5acc-982a-7f6622650795"
version = "0.10.1"

[[deps.Imath_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "0936ba688c6d201805a83da835b55c61a180db52"
uuid = "905a6f67-0a94-5f89-b386-d35d92009cd1"
version = "3.1.11+0"

[[deps.Indexing]]
git-tree-sha1 = "ce1566720fd6b19ff3411404d4b977acd4814f9f"
uuid = "313cdc1a-70c2-5d6a-ae34-0150d3930a38"
version = "1.1.1"

[[deps.IndirectArrays]]
git-tree-sha1 = "012e604e1c7458645cb8b436f8fba789a51b257f"
uuid = "9b13fd28-a010-5f03-acff-a1bbcff69959"
version = "1.0.0"

[[deps.Inflate]]
git-tree-sha1 = "d1b1b796e47d94588b3757fe84fbf65a5ec4a80d"
uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9"
version = "0.1.5"

[[deps.InlineStrings]]
git-tree-sha1 = "6a9fde685a7ac1eb3495f8e812c5a7c3711c2d5e"
uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
version = "1.4.3"
weakdeps = ["ArrowTypes", "Parsers"]

    [deps.InlineStrings.extensions]
    ArrowTypesExt = "ArrowTypes"
    ParsersExt = "Parsers"

[[deps.IntelOpenMP_jll]]
deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl"]
git-tree-sha1 = "0f14a5456bdc6b9731a5682f439a672750a09e48"
uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
version = "2025.0.4+0"

[[deps.InteractiveUtils]]
deps = ["Markdown"]
uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
version = "1.11.0"

[[deps.Interpolations]]
deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
version = "0.15.1"
weakdeps = ["Unitful"]

    [deps.Interpolations.extensions]
    InterpolationsUnitfulExt = "Unitful"

[[deps.IntervalArithmetic]]
deps = ["CRlibm", "MacroTools", "OpenBLASConsistentFPCSR_jll", "RoundingEmulator"]
git-tree-sha1 = "5a25f4cb7f1702407c4cb7a95b983f278457da16"
uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
version = "0.22.33"
weakdeps = ["DiffRules", "ForwardDiff", "IntervalSets", "LinearAlgebra", "Random", "RecipesBase", "SparseArrays"]

    [deps.IntervalArithmetic.extensions]
    IntervalArithmeticDiffRulesExt = "DiffRules"
    IntervalArithmeticForwardDiffExt = "ForwardDiff"
    IntervalArithmeticIntervalSetsExt = "IntervalSets"
    IntervalArithmeticLinearAlgebraExt = "LinearAlgebra"
    IntervalArithmeticRandomExt = "Random"
    IntervalArithmeticRecipesBaseExt = "RecipesBase"
    IntervalArithmeticSparseArraysExt = "SparseArrays"

[[deps.IntervalSets]]
git-tree-sha1 = "5fbb102dcb8b1a858111ae81d56682376130517d"
uuid = "8197267c-284f-5f27-9208-e0e47529a953"
version = "0.7.11"
weakdeps = ["Random", "RecipesBase", "Statistics"]

    [deps.IntervalSets.extensions]
    IntervalSetsRandomExt = "Random"
    IntervalSetsRecipesBaseExt = "RecipesBase"
    IntervalSetsStatisticsExt = "Statistics"

[[deps.InverseFunctions]]
git-tree-sha1 = "a779299d77cd080bf77b97535acecd73e1c5e5cb"
uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
version = "0.1.17"
weakdeps = ["Dates", "Test"]

    [deps.InverseFunctions.extensions]
    InverseFunctionsDatesExt = "Dates"
    InverseFunctionsTestExt = "Test"

[[deps.InvertedIndices]]
git-tree-sha1 = "6da3c4316095de0f5ee2ebd875df8721e7e0bdbe"
uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
version = "1.3.1"

[[deps.IrrationalConstants]]
git-tree-sha1 = "e2222959fbc6c19554dc15174c81bf7bf3aa691c"
uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
version = "0.2.4"

[[deps.Isoband]]
deps = ["isoband_jll"]
git-tree-sha1 = "f9b6d97355599074dc867318950adaa6f9946137"
uuid = "f1662d9f-8043-43de-a69a-05efc1cc6ff4"
version = "0.1.1"

[[deps.IterTools]]
git-tree-sha1 = "42d5f897009e7ff2cf88db414a389e5ed1bdd023"
uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
version = "1.10.0"

[[deps.IterativeSolvers]]
deps = ["LinearAlgebra", "Printf", "Random", "RecipesBase", "SparseArrays"]
git-tree-sha1 = "59545b0a2b27208b0650df0a46b8e3019f85055b"
uuid = "42fd0dbc-a981-5370-80f2-aaf504508153"
version = "0.9.4"

[[deps.IteratorInterfaceExtensions]]
git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
uuid = "82899510-4779-5014-852e-03e436cf321d"
version = "1.0.0"

[[deps.JLD2]]
deps = ["FileIO", "MacroTools", "Mmap", "OrderedCollections", "PrecompileTools", "TranscodingStreams"]
git-tree-sha1 = "8e071648610caa2d3a5351aba03a936a0c37ec61"
uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
version = "0.5.13"
weakdeps = ["UnPack"]

    [deps.JLD2.extensions]
    UnPackExt = "UnPack"

[[deps.JLLWrappers]]
deps = ["Artifacts", "Preferences"]
git-tree-sha1 = "a007feb38b422fbdab534406aeca1b86823cb4d6"
uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
version = "1.7.0"

[[deps.JSON]]
deps = ["Dates", "Mmap", "Parsers", "Unicode"]
git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a"
uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
version = "0.21.4"

[[deps.JSON3]]
deps = ["Dates", "Mmap", "Parsers", "PrecompileTools", "StructTypes", "UUIDs"]
git-tree-sha1 = "196b41e5a854b387d99e5ede2de3fcb4d0422aae"
uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
version = "1.14.2"
weakdeps = ["ArrowTypes"]

    [deps.JSON3.extensions]
    JSON3ArrowExt = ["ArrowTypes"]

[[deps.JpegTurbo]]
deps = ["CEnum", "FileIO", "ImageCore", "JpegTurbo_jll", "TOML"]
git-tree-sha1 = "9496de8fb52c224a2e3f9ff403947674517317d9"
uuid = "b835a17e-a41a-41e7-81f0-2f016b05efe0"
version = "0.1.6"

[[deps.JpegTurbo_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "eac1206917768cb54957c65a615460d87b455fc1"
uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
version = "3.1.1+0"

[[deps.JuliaInterpreter]]
deps = ["CodeTracking", "InteractiveUtils", "Random", "UUIDs"]
git-tree-sha1 = "ad08bbc177bc329888d21a94b37beb6aa919273a"
uuid = "aa1ae85d-cabe-5617-a682-6adf51b2e16a"
version = "0.10.2"

[[deps.KernelDensity]]
deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
git-tree-sha1 = "7d703202e65efa1369de1279c162b915e245eed1"
uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
version = "0.6.9"

[[deps.LAME_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd"
uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
version = "3.100.2+0"

[[deps.LERC_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "aaafe88dccbd957a8d82f7d05be9b69172e0cee3"
uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
version = "4.0.1+0"

[[deps.LLVMOpenMP_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "eb62a3deb62fc6d8822c0c4bef73e4412419c5d8"
uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
version = "18.1.8+0"

[[deps.LZO_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "1c602b1127f4751facb671441ca72715cc95938a"
uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
version = "2.10.3+0"

[[deps.LaTeXStrings]]
git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c"
uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
version = "1.4.0"

[[deps.Latexify]]
deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
git-tree-sha1 = "cd10d2cc78d34c0e2a3a36420ab607b611debfbb"
uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
version = "0.16.7"

    [deps.Latexify.extensions]
    DataFramesExt = "DataFrames"
    SparseArraysExt = "SparseArrays"
    SymEngineExt = "SymEngine"

    [deps.Latexify.weakdeps]
    DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
    SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"

[[deps.LazyArtifacts]]
deps = ["Artifacts", "Pkg"]
uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
version = "1.11.0"

[[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 = "0.6.4"

[[deps.LibCURL_jll]]
deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
version = "8.6.0+0"

[[deps.LibGit2]]
deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
version = "1.11.0"

[[deps.LibGit2_jll]]
deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
version = "1.7.2+0"

[[deps.LibSSH2_jll]]
deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
version = "1.11.0+1"

[[deps.Libdl]]
uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
version = "1.11.0"

[[deps.Libffi_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "27ecae93dd25ee0909666e6835051dd684cc035e"
uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
version = "3.2.2+2"

[[deps.Libglvnd_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll", "Xorg_libXext_jll"]
git-tree-sha1 = "d36c21b9e7c172a44a10484125024495e2625ac0"
uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
version = "1.7.1+1"

[[deps.Libiconv_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "be484f5c92fad0bd8acfef35fe017900b0b73809"
uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
version = "1.18.0+0"

[[deps.Libmount_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "a31572773ac1b745e0343fe5e2c8ddda7a37e997"
uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
version = "2.41.0+0"

[[deps.Libtiff_jll]]
deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
git-tree-sha1 = "4ab7581296671007fc33f07a721631b8855f4b1d"
uuid = "89763e89-9b03-5906-acba-b20f662cd828"
version = "4.7.1+0"

[[deps.Libuuid_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "321ccef73a96ba828cd51f2ab5b9f917fa73945a"
uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
version = "2.41.0+0"

[[deps.LineSearches]]
deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf"]
git-tree-sha1 = "e4c3be53733db1051cc15ecf573b1042b3a712a1"
uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
version = "7.3.0"

[[deps.LinearAlgebra]]
deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
version = "1.11.0"

[[deps.Loess]]
deps = ["Distances", "LinearAlgebra", "Statistics", "StatsAPI"]
git-tree-sha1 = "f749e7351f120b3566e5923fefdf8e52ba5ec7f9"
uuid = "4345ca2d-374a-55d4-8d30-97f9976e7612"
version = "0.6.4"

[[deps.LogExpFunctions]]
deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
git-tree-sha1 = "13ca9e2586b89836fd20cccf56e57e2b9ae7f38f"
uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
version = "0.3.29"

    [deps.LogExpFunctions.extensions]
    LogExpFunctionsChainRulesCoreExt = "ChainRulesCore"
    LogExpFunctionsChangesOfVariablesExt = "ChangesOfVariables"
    LogExpFunctionsInverseFunctionsExt = "InverseFunctions"

    [deps.LogExpFunctions.weakdeps]
    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
    ChangesOfVariables = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"

[[deps.Logging]]
uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
version = "1.11.0"

[[deps.LoweredCodeUtils]]
deps = ["JuliaInterpreter"]
git-tree-sha1 = "4ef1c538614e3ec30cb6383b9eb0326a5c3a9763"
uuid = "6f1432cf-f94c-5a45-995e-cdbf5db27b0b"
version = "3.3.0"

[[deps.Lz4_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "191686b1ac1ea9c89fc52e996ad15d1d241d1e33"
uuid = "5ced341a-0733-55b8-9ab6-a4889d929147"
version = "1.10.1+0"

[[deps.MIMEs]]
git-tree-sha1 = "c64d943587f7187e751162b3b84445bbbd79f691"
uuid = "6c6e2e6c-3030-632d-7369-2d6c69616d65"
version = "1.1.0"

[[deps.MKL_jll]]
deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "oneTBB_jll"]
git-tree-sha1 = "5de60bc6cb3899cd318d80d627560fae2e2d99ae"
uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
version = "2025.0.1+1"

[[deps.MLBase]]
deps = ["IterTools", "Random", "Reexport", "StatsBase"]
git-tree-sha1 = "ac79beff4257e6e80004d5aee25ffeee79d91263"
uuid = "f0e99cf1-93fa-52ec-9ecc-5026115318e0"
version = "0.9.2"

[[deps.MPICH_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "Hwloc_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML"]
git-tree-sha1 = "3aa3210044138a1749dbd350a9ba8680869eb503"
uuid = "7cb0a576-ebde-5e09-9194-50597f1243b4"
version = "4.3.0+1"

[[deps.MPIPreferences]]
deps = ["Libdl", "Preferences"]
git-tree-sha1 = "c105fe467859e7f6e9a852cb15cb4301126fac07"
uuid = "3da0fdf6-3ccc-4f1b-acd9-58baa6c99267"
version = "0.1.11"

[[deps.MPItrampoline_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML"]
git-tree-sha1 = "ff91ca13c7c472cef700f301c8d752bc2aaff1a8"
uuid = "f1f71cc9-e9ae-5b93-9b94-4fe0e1ad3748"
version = "5.5.3+0"

[[deps.MacroTools]]
git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522"
uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
version = "0.5.16"

[[deps.Makie]]
deps = ["Animations", "Base64", "CRC32c", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "Contour", "Dates", "DelaunayTriangulation", "Distributions", "DocStringExtensions", "Downloads", "FFMPEG_jll", "FileIO", "FilePaths", "FixedPointNumbers", "Format", "FreeType", "FreeTypeAbstraction", "GeometryBasics", "GridLayoutBase", "ImageBase", "ImageIO", "InteractiveUtils", "Interpolations", "IntervalSets", "InverseFunctions", "Isoband", "KernelDensity", "LaTeXStrings", "LinearAlgebra", "MacroTools", "MakieCore", "Markdown", "MathTeXEngine", "Observables", "OffsetArrays", "PNGFiles", "Packing", "PlotUtils", "PolygonOps", "PrecompileTools", "Printf", "REPL", "Random", "RelocatableFolders", "Scratch", "ShaderAbstractions", "Showoff", "SignedDistanceFields", "SparseArrays", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun", "Unitful"]
git-tree-sha1 = "0318d174aa9ec593ddf6dc340b434657a8f1e068"
uuid = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
version = "0.22.4"

[[deps.MakieCore]]
deps = ["ColorTypes", "GeometryBasics", "IntervalSets", "Observables"]
git-tree-sha1 = "903ef1d9d326ebc4a9e6cf24f22194d8da022b50"
uuid = "20f20a25-4f0e-4fdf-b5d1-57303727442b"
version = "0.9.2"

[[deps.MakieThemes]]
deps = ["Colors", "Makie", "Random"]
git-tree-sha1 = "82569165213afc3d714cd0bb476ecd71b60c7fd6"
uuid = "e296ed71-da82-5faf-88ab-0034a9761098"
version = "0.1.4"

[[deps.MappedArrays]]
git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
uuid = "dbb5928d-eab1-5f90-85c2-b9b0edb7c900"
version = "0.4.2"

[[deps.Markdown]]
deps = ["Base64"]
uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
version = "1.11.0"

[[deps.MathTeXEngine]]
deps = ["AbstractTrees", "Automa", "DataStructures", "FreeTypeAbstraction", "GeometryBasics", "LaTeXStrings", "REPL", "RelocatableFolders", "UnicodeFun"]
git-tree-sha1 = "f5a6805fb46c0285991009b526ec6fae43c6dec2"
uuid = "0a4f8689-d25c-4efe-a92b-7142dfc1aa53"
version = "0.6.3"

[[deps.MbedTLS_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
version = "2.28.6+0"

[[deps.MetaArrays]]
deps = ["Requires"]
git-tree-sha1 = "6647f7d45a9153162d6561957405c12088caf537"
uuid = "36b8f3f0-b776-11e8-061f-1f20094e1fc8"
version = "0.2.10"

[[deps.MicrosoftMPI_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "bc95bf4149bf535c09602e3acdf950d9b4376227"
uuid = "9237b28f-5490-5468-be7b-bb81f5f5e6cf"
version = "10.1.4+3"

[[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 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d"
uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
version = "1.2.0"

[[deps.MixedModels]]
deps = ["Arrow", "BSplineKit", "Compat", "DataAPI", "Distributions", "GLM", "JSON3", "LinearAlgebra", "Markdown", "MixedModelsDatasets", "NLopt", "PooledArrays", "PrecompileTools", "ProgressMeter", "Random", "SparseArrays", "StaticArrays", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels", "StructTypes", "Tables", "TypedTables"]
git-tree-sha1 = "efc2b5aee9b33a61abe27b72f0a7f48d6ce359a8"
uuid = "ff71e718-51f3-5ec2-a782-8ffcbfa3c316"
version = "4.34.1"

    [deps.MixedModels.extensions]
    MixedModelsPRIMAExt = ["PRIMA"]

    [deps.MixedModels.weakdeps]
    PRIMA = "0a7d04aa-8ac2-47b3-b7a7-9dbd6ad661ed"

[[deps.MixedModelsDatasets]]
deps = ["Arrow", "Artifacts", "LazyArtifacts"]
git-tree-sha1 = "ac0036e4f1829db000db46aad4cd5a207bba8465"
uuid = "7e9fb7ac-9f67-43bf-b2c8-96ba0796cbb6"
version = "0.1.2"

[[deps.MixedModelsPermutations]]
deps = ["BlockDiagonals", "LinearAlgebra", "MixedModels", "Random", "SparseArrays", "StaticArrays", "Statistics", "StatsBase", "StatsModels", "Tables"]
git-tree-sha1 = "f5518aa8576390128b650c0408f3a27beee232d9"
uuid = "647c4018-d7ef-4d03-a0cc-8889a722319e"
version = "0.2.0"

[[deps.MixedModelsSim]]
deps = ["LinearAlgebra", "MixedModels", "PooledArrays", "PrettyTables", "Random", "Statistics", "Tables"]
git-tree-sha1 = "f436a7eedd6d7620f2386292248be2d7a0be689d"
uuid = "d5ae56c5-23ca-4a1f-b505-9fc4796fc1fe"
version = "0.2.11"

[[deps.Mmap]]
uuid = "a63ad114-7e13-5084-954f-fe012c677804"
version = "1.11.0"

[[deps.Mocking]]
deps = ["Compat", "ExprTools"]
git-tree-sha1 = "2c140d60d7cb82badf06d8783800d0bcd1a7daa2"
uuid = "78c3b35d-d492-501b-9361-3d52fe80e533"
version = "0.8.1"

[[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 = "2023.12.12"

[[deps.MyterialColors]]
git-tree-sha1 = "01d8466fb449436348999d7c6ad740f8f853a579"
uuid = "1c23619d-4212-4747-83aa-717207fae70f"
version = "0.3.0"

[[deps.NLSolversBase]]
deps = ["ADTypes", "DifferentiationInterface", "Distributed", "FiniteDiff", "ForwardDiff"]
git-tree-sha1 = "b14c7be6046e7d48e9063a0053f95ee0fc954176"
uuid = "d41bc354-129a-5804-8e4c-c37616107c6c"
version = "7.9.1"

[[deps.NLopt]]
deps = ["CEnum", "NLopt_jll"]
git-tree-sha1 = "ddb22a00a2dd27c98e0a94879544eb92d192184a"
uuid = "76087f3c-5699-56af-9a33-bf431cd00edd"
version = "1.1.3"

    [deps.NLopt.extensions]
    NLoptMathOptInterfaceExt = ["MathOptInterface"]

    [deps.NLopt.weakdeps]
    MathOptInterface = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"

[[deps.NLopt_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "b0154a615d5b2b6cf7a2501123b793577d0b9950"
uuid = "079eb43e-fd8e-5478-9966-2cf3e3edb778"
version = "2.10.0+0"

[[deps.NaNMath]]
deps = ["OpenLibm_jll"]
git-tree-sha1 = "9b8215b1ee9e78a293f99797cd31375471b2bcae"
uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
version = "1.1.3"

[[deps.NaturalNeighbours]]
deps = ["ChunkSplitters", "DelaunayTriangulation", "ElasticArrays", "LinearAlgebra", "Random"]
git-tree-sha1 = "c07721e921b9973c550e8560725bef98580e6555"
uuid = "f16ad982-4edb-46b1-8125-78e5a8b5a9e6"
version = "1.3.6"

[[deps.NaturalSort]]
git-tree-sha1 = "eda490d06b9f7c00752ee81cfa451efe55521e21"
uuid = "c020b1a1-e9b0-503a-9c33-f039bfc54a85"
version = "1.0.0"

[[deps.NearestNeighbors]]
deps = ["Distances", "StaticArrays"]
git-tree-sha1 = "8a3271d8309285f4db73b4f662b1b290c715e85e"
uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
version = "0.4.21"

[[deps.Netpbm]]
deps = ["FileIO", "ImageCore", "ImageMetadata"]
git-tree-sha1 = "d92b107dbb887293622df7697a2223f9f8176fcd"
uuid = "f09324ee-3d7c-5217-9330-fc30815ba969"
version = "1.1.1"

[[deps.NetworkOptions]]
uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
version = "1.2.0"

[[deps.Observables]]
git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
version = "0.5.5"

[[deps.OffsetArrays]]
git-tree-sha1 = "117432e406b5c023f665fa73dc26e79ec3630151"
uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
version = "1.17.0"
weakdeps = ["Adapt"]

    [deps.OffsetArrays.extensions]
    OffsetArraysAdaptExt = "Adapt"

[[deps.Ogg_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f"
uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051"
version = "1.3.5+1"

[[deps.OpenBLASConsistentFPCSR_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
git-tree-sha1 = "567515ca155d0020a45b05175449b499c63e7015"
uuid = "6cdc7f73-28fd-5e50-80fb-958a8875b1af"
version = "0.3.29+0"

[[deps.OpenBLAS_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
version = "0.3.27+1"

[[deps.OpenEXR]]
deps = ["Colors", "FileIO", "OpenEXR_jll"]
git-tree-sha1 = "97db9e07fe2091882c765380ef58ec553074e9c7"
uuid = "52e1d378-f018-4a11-a4be-720524705ac7"
version = "0.3.3"

[[deps.OpenEXR_jll]]
deps = ["Artifacts", "Imath_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "8292dd5c8a38257111ada2174000a33745b06d4e"
uuid = "18a262bb-aa17-5467-a713-aee519bc75cb"
version = "3.2.4+0"

[[deps.OpenLibm_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
version = "0.8.1+2"

[[deps.OpenMPI_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "Hwloc_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML", "Zlib_jll"]
git-tree-sha1 = "047b66eb62f3cae59ed260ebb9075a32a04350f1"
uuid = "fe0851c0-eecd-5654-98d4-656369965a5c"
version = "5.0.7+2"

[[deps.OpenSSL_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "9216a80ff3682833ac4b733caa8c00390620ba5d"
uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
version = "3.5.0+0"

[[deps.OpenSpecFun_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
git-tree-sha1 = "1346c9208249809840c91b26703912dff463d335"
uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
version = "0.5.6+0"

[[deps.Optim]]
deps = ["Compat", "EnumX", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
git-tree-sha1 = "31b3b1b8e83ef9f1d50d74f1dd5f19a37a304a1f"
uuid = "429524aa-4258-5aef-a3af-852621145aeb"
version = "1.12.0"

    [deps.Optim.extensions]
    OptimMOIExt = "MathOptInterface"

    [deps.Optim.weakdeps]
    MathOptInterface = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"

[[deps.Opus_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575"
uuid = "91d4177d-7536-5919-b921-800302f37372"
version = "1.3.3+0"

[[deps.OrderedCollections]]
git-tree-sha1 = "cc4054e898b852042d7b503313f7ad03de99c3dd"
uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
version = "1.8.0"

[[deps.PCRE2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
version = "10.42.0+1"

[[deps.PDMats]]
deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
git-tree-sha1 = "0e1340b5d98971513bddaa6bbed470670cebbbfe"
uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
version = "0.11.34"

[[deps.PNGFiles]]
deps = ["Base64", "CEnum", "ImageCore", "IndirectArrays", "OffsetArrays", "libpng_jll"]
git-tree-sha1 = "cf181f0b1e6a18dfeb0ee8acc4a9d1672499626c"
uuid = "f57f5aa1-a3ce-4bc8-8ab9-96f992907883"
version = "0.4.4"

[[deps.Packing]]
deps = ["GeometryBasics"]
git-tree-sha1 = "bc5bf2ea3d5351edf285a06b0016788a121ce92c"
uuid = "19eb6ba3-879d-56ad-ad62-d5c202156566"
version = "0.5.1"

[[deps.PaddedViews]]
deps = ["OffsetArrays"]
git-tree-sha1 = "0fac6313486baae819364c52b4f483450a9d793f"
uuid = "5432bcbf-9aad-5242-b902-cca2824c8663"
version = "0.5.12"

[[deps.Pango_jll]]
deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"]
git-tree-sha1 = "3b31172c032a1def20c98dae3f2cdc9d10e3b561"
uuid = "36c8627f-9965-5494-a995-c6b170f724f3"
version = "1.56.1+0"

[[deps.Parameters]]
deps = ["OrderedCollections", "UnPack"]
git-tree-sha1 = "34c0e9ad262e5f7fc75b10a9952ca7692cfc5fbe"
uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a"
version = "0.12.3"

[[deps.Parsers]]
deps = ["Dates", "PrecompileTools", "UUIDs"]
git-tree-sha1 = "7d2f8f21da5db6a806faf7b9b292296da42b2810"
uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
version = "2.8.3"

[[deps.Peaks]]
deps = ["Compat", "RecipesBase"]
git-tree-sha1 = "1627365757c8b87ad01c2c13e55a5120cbe5b548"
uuid = "18e31ff7-3703-566c-8e60-38913d67486b"
version = "0.4.4"

[[deps.Pixman_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"]
git-tree-sha1 = "db76b1ecd5e9715f3d043cec13b2ec93ce015d53"
uuid = "30392449-352a-5448-841d-b1acce4e97dc"
version = "0.44.2+0"

[[deps.Pkg]]
deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
version = "1.11.0"
weakdeps = ["REPL"]

    [deps.Pkg.extensions]
    REPLExt = "REPL"

[[deps.PkgVersion]]
deps = ["Pkg"]
git-tree-sha1 = "f9501cc0430a26bc3d156ae1b5b0c1b47af4d6da"
uuid = "eebad327-c553-4316-9ea0-9fa01ccd7688"
version = "0.3.3"

[[deps.PlotUtils]]
deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "StableRNGs", "Statistics"]
git-tree-sha1 = "3ca9a356cd2e113c420f2c13bea19f8d3fb1cb18"
uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
version = "1.4.3"

[[deps.PlutoHooks]]
deps = ["InteractiveUtils", "Markdown", "UUIDs"]
git-tree-sha1 = "072cdf20c9b0507fdd977d7d246d90030609674b"
uuid = "0ff47ea0-7a50-410d-8455-4348d5de0774"
version = "0.0.5"

[[deps.PlutoLinks]]
deps = ["FileWatching", "InteractiveUtils", "Markdown", "PlutoHooks", "Revise", "UUIDs"]
git-tree-sha1 = "8f5fa7056e6dcfb23ac5211de38e6c03f6367794"
uuid = "0ff47ea0-7a50-410d-8455-4348d5de0420"
version = "0.1.6"

[[deps.PlutoTeachingTools]]
deps = ["Downloads", "HypertextLiteral", "Latexify", "Markdown", "PlutoLinks", "PlutoUI"]
git-tree-sha1 = "8252b5de1f81dc103eb0293523ddf917695adea1"
uuid = "661c6b06-c737-4d37-b85c-46df65de6f69"
version = "0.3.1"

[[deps.PlutoUI]]
deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
git-tree-sha1 = "d3de2694b52a01ce61a036f18ea9c0f61c4a9230"
uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
version = "0.7.62"

[[deps.PolygonOps]]
git-tree-sha1 = "77b3d3605fc1cd0b42d95eba87dfcd2bf67d5ff6"
uuid = "647866c9-e3ac-4575-94e7-e3d426903924"
version = "0.1.2"

[[deps.Polynomials]]
deps = ["LinearAlgebra", "OrderedCollections", "RecipesBase", "Requires", "Setfield", "SparseArrays"]
git-tree-sha1 = "555c272d20fc80a2658587fb9bbda60067b93b7c"
uuid = "f27b6e38-b328-58d1-80ce-0feddd5e7a45"
version = "4.0.19"

    [deps.Polynomials.extensions]
    PolynomialsChainRulesCoreExt = "ChainRulesCore"
    PolynomialsFFTWExt = "FFTW"
    PolynomialsMakieCoreExt = "MakieCore"
    PolynomialsMutableArithmeticsExt = "MutableArithmetics"

    [deps.Polynomials.weakdeps]
    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
    FFTW = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
    MakieCore = "20f20a25-4f0e-4fdf-b5d1-57303727442b"
    MutableArithmetics = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"

[[deps.PooledArrays]]
deps = ["DataAPI", "Future"]
git-tree-sha1 = "36d8b4b899628fb92c2749eb488d884a926614d3"
uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720"
version = "1.4.3"

[[deps.PositiveFactorizations]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "17275485f373e6673f7e7f97051f703ed5b15b20"
uuid = "85a6dd25-e78a-55b7-8502-1745935b8125"
version = "0.2.4"

[[deps.PrecompileTools]]
deps = ["Preferences"]
git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f"
uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
version = "1.2.1"

[[deps.Preferences]]
deps = ["TOML"]
git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
uuid = "21216c6a-2e73-6563-6e65-726566657250"
version = "1.4.3"

[[deps.PrettyTables]]
deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
git-tree-sha1 = "1101cd475833706e4d0e7b122218257178f48f34"
uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
version = "2.4.0"

[[deps.Printf]]
deps = ["Unicode"]
uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
version = "1.11.0"

[[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 = "13c5103482a8ed1536a54c08d0e742ae3dca2d42"
uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
version = "1.10.4"

[[deps.PtrArrays]]
git-tree-sha1 = "1d36ef11a9aaf1e8b74dacc6a731dd1de8fd493d"
uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d"
version = "1.3.0"

[[deps.QOI]]
deps = ["ColorTypes", "FileIO", "FixedPointNumbers"]
git-tree-sha1 = "8b3fc30bc0390abdce15f8822c889f669baed73d"
uuid = "4b34888f-f399-49d4-9bb3-47ed5cae4e65"
version = "1.0.1"

[[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"]
git-tree-sha1 = "b6f3ac0623e1173c006cc7377798ec3fb33fa504"
uuid = "784f63db-0788-585a-bace-daefebcd302b"
version = "8.0.1004+0"

[[deps.QuadGK]]
deps = ["DataStructures", "LinearAlgebra"]
git-tree-sha1 = "9da16da70037ba9d701192e27befedefb91ec284"
uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
version = "2.11.2"

    [deps.QuadGK.extensions]
    QuadGKEnzymeExt = "Enzyme"

    [deps.QuadGK.weakdeps]
    Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"

[[deps.Quaternions]]
deps = ["LinearAlgebra", "Random", "RealDot"]
git-tree-sha1 = "994cc27cdacca10e68feb291673ec3a76aa2fae9"
uuid = "94ee1d12-ae83-5a48-8b1c-48b8ff168ae0"
version = "0.7.6"

[[deps.REPL]]
deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]
uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
version = "1.11.0"

[[deps.Random]]
deps = ["SHA"]
uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
version = "1.11.0"

[[deps.RangeArrays]]
git-tree-sha1 = "b9039e93773ddcfc828f12aadf7115b4b4d225f5"
uuid = "b3c3ace0-ae52-54e7-9d0b-2c1406fd6b9d"
version = "0.3.2"

[[deps.Ratios]]
deps = ["Requires"]
git-tree-sha1 = "1342a47bf3260ee108163042310d26f2be5ec90b"
uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
version = "0.4.5"
weakdeps = ["FixedPointNumbers"]

    [deps.Ratios.extensions]
    RatiosFixedPointNumbersExt = "FixedPointNumbers"

[[deps.RealDot]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "9f0a1b71baaf7650f4fa8a1d168c7fb6ee41f0c9"
uuid = "c1ae055f-0cd5-4b69-90a6-9a35b1a98df9"
version = "0.1.0"

[[deps.RecipesBase]]
deps = ["PrecompileTools"]
git-tree-sha1 = "5c3d09cc4f31f5fc6af001c250bf1278733100ff"
uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
version = "1.3.4"

[[deps.Reexport]]
git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
uuid = "189a3867-3050-52da-a836-e630ba90ab69"
version = "1.2.2"

[[deps.RelocatableFolders]]
deps = ["SHA", "Scratch"]
git-tree-sha1 = "ffdaf70d81cf6ff22c2b6e733c900c3321cab864"
uuid = "05181044-ff0b-4ac5-8273-598c1e38db00"
version = "1.0.1"

[[deps.Requires]]
deps = ["UUIDs"]
git-tree-sha1 = "62389eeff14780bfe55195b7204c0d8738436d64"
uuid = "ae029012-a4dd-5104-9daa-d747884805df"
version = "1.3.1"

[[deps.Revise]]
deps = ["CodeTracking", "FileWatching", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "REPL", "Requires", "UUIDs", "Unicode"]
git-tree-sha1 = "cedc9f9013f7beabd8a9c6d2e22c0ca7c5c2a8ed"
uuid = "295af30f-e4ad-537b-8983-00126c2a3abe"
version = "3.7.6"
weakdeps = ["Distributed"]

    [deps.Revise.extensions]
    DistributedExt = "Distributed"

[[deps.Richardson]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "48f038bfd83344065434089c2a79417f38715c41"
uuid = "708f8203-808e-40c0-ba2d-98a6953ed40d"
version = "1.4.2"

[[deps.Rmath]]
deps = ["Random", "Rmath_jll"]
git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4"
uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
version = "0.8.0"

[[deps.Rmath_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "58cdd8fb2201a6267e1db87ff148dd6c1dbd8ad8"
uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
version = "0.5.1+0"

[[deps.Roots]]
deps = ["Accessors", "CommonSolve", "Printf"]
git-tree-sha1 = "3ac13765751ffc81e3531223782d9512f6023f71"
uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
version = "2.2.7"

    [deps.Roots.extensions]
    RootsChainRulesCoreExt = "ChainRulesCore"
    RootsForwardDiffExt = "ForwardDiff"
    RootsIntervalRootFindingExt = "IntervalRootFinding"
    RootsSymPyExt = "SymPy"
    RootsSymPyPythonCallExt = "SymPyPythonCall"

    [deps.Roots.weakdeps]
    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
    IntervalRootFinding = "d2bf35a9-74e0-55ec-b149-d360ff49b807"
    SymPy = "24249f21-da20-56a4-8eb1-6a02cf4ae2e6"
    SymPyPythonCall = "bc8888f7-b21e-4b7c-a06a-5d9c9496438c"

[[deps.Rotations]]
deps = ["LinearAlgebra", "Quaternions", "Random", "StaticArrays"]
git-tree-sha1 = "5680a9276685d392c87407df00d57c9924d9f11e"
uuid = "6038ab10-8711-5258-84ad-4b1120ba62dc"
version = "1.7.1"
weakdeps = ["RecipesBase"]

    [deps.Rotations.extensions]
    RotationsRecipesBaseExt = "RecipesBase"

[[deps.RoundingEmulator]]
git-tree-sha1 = "40b9edad2e5287e05bd413a38f61a8ff55b9557b"
uuid = "5eaf0fd0-dfba-4ccb-bf02-d820a40db705"
version = "0.2.1"

[[deps.SHA]]
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
version = "0.7.0"

[[deps.SIMD]]
deps = ["PrecompileTools"]
git-tree-sha1 = "fea870727142270bdf7624ad675901a1ee3b4c87"
uuid = "fdea26ae-647d-5447-a871-4b548cad5224"
version = "3.7.1"

[[deps.ScatteredInterpolation]]
deps = ["Combinatorics", "Distances", "LinearAlgebra", "NearestNeighbors"]
git-tree-sha1 = "0d642a08199bbeccd874b33fe3a1b699d345ca79"
uuid = "3f865c0f-6dca-5f4d-999b-29fe1e7e3c92"
version = "0.3.6"

[[deps.Scratch]]
deps = ["Dates"]
git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
uuid = "6c6a2e73-6563-6170-7368-637461726353"
version = "1.2.1"

[[deps.SentinelArrays]]
deps = ["Dates", "Random"]
git-tree-sha1 = "712fb0231ee6f9120e005ccd56297abbc053e7e0"
uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
version = "1.4.8"

[[deps.Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
version = "1.11.0"

[[deps.Setfield]]
deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
git-tree-sha1 = "c5391c6ace3bc430ca630251d02ea9687169ca68"
uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
version = "1.1.2"

[[deps.ShaderAbstractions]]
deps = ["ColorTypes", "FixedPointNumbers", "GeometryBasics", "LinearAlgebra", "Observables", "StaticArrays"]
git-tree-sha1 = "818554664a2e01fc3784becb2eb3a82326a604b6"
uuid = "65257c39-d410-5151-9873-9b3e5be5013e"
version = "0.5.0"

[[deps.SharedArrays]]
deps = ["Distributed", "Mmap", "Random", "Serialization"]
uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
version = "1.11.0"

[[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.SignalAnalysis]]
deps = ["DSP", "Distributions", "DocStringExtensions", "FFTW", "LinearAlgebra", "MetaArrays", "Optim", "PaddedViews", "Peaks", "Random", "Requires", "SignalBase", "Statistics", "WAV"]
git-tree-sha1 = "d57f40bf531ae2b82549aae0cb20e84331d40333"
uuid = "df1fea92-c066-49dd-8b36-eace3378ea47"
version = "0.6.0"

[[deps.SignalBase]]
deps = ["Unitful"]
git-tree-sha1 = "14cb05cba5cc89d15e6098e7bb41dcef2606a10a"
uuid = "00c44e92-20f5-44bc-8f45-a1dcef76ba38"
version = "0.1.2"

[[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 = "2da10356e31327c7096832eb9cd86307a50b1eb6"
uuid = "45858cf5-a6b0-47a3-bbea-62219f50df47"
version = "0.1.3"

[[deps.Sockets]]
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
version = "1.11.0"

[[deps.SortingAlgorithms]]
deps = ["DataStructures"]
git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
version = "1.2.1"

[[deps.SparseArrays]]
deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
version = "1.11.0"

[[deps.SpecialFunctions]]
deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
git-tree-sha1 = "41852b8679f78c8d8961eeadc8f62cef861a52e3"
uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
version = "2.5.1"
weakdeps = ["ChainRulesCore"]

    [deps.SpecialFunctions.extensions]
    SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"

[[deps.SplitApplyCombine]]
deps = ["Dictionaries", "Indexing"]
git-tree-sha1 = "c06d695d51cfb2187e6848e98d6252df9101c588"
uuid = "03a91e81-4c3e-53e1-a0a4-9c0c8f19dd66"
version = "1.2.3"

[[deps.StableRNGs]]
deps = ["Random"]
git-tree-sha1 = "83e6cce8324d49dfaf9ef059227f91ed4441a8e5"
uuid = "860ef19b-820b-49d6-a774-d7a799459cd3"
version = "1.0.2"

[[deps.StackViews]]
deps = ["OffsetArrays"]
git-tree-sha1 = "46e589465204cd0c08b4bd97385e4fa79a0c770c"
uuid = "cae243ae-269e-4f55-b966-ac2d0dc13c15"
version = "0.1.1"

[[deps.Static]]
deps = ["CommonWorldInvalidations", "IfElse", "PrecompileTools"]
git-tree-sha1 = "f737d444cb0ad07e61b3c1bef8eb91203c321eff"
uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3"
version = "1.2.0"

[[deps.StaticArrayInterface]]
deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Static"]
git-tree-sha1 = "96381d50f1ce85f2663584c8e886a6ca97e60554"
uuid = "0d7ed370-da01-4f52-bd93-41d350b8b718"
version = "1.8.0"
weakdeps = ["OffsetArrays", "StaticArrays"]

    [deps.StaticArrayInterface.extensions]
    StaticArrayInterfaceOffsetArraysExt = "OffsetArrays"
    StaticArrayInterfaceStaticArraysExt = "StaticArrays"

[[deps.StaticArrays]]
deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
git-tree-sha1 = "0feb6b9031bd5c51f9072393eb5ab3efd31bf9e4"
uuid = "90137ffa-7385-5640-81b9-e52037218182"
version = "1.9.13"
weakdeps = ["ChainRulesCore", "Statistics"]

    [deps.StaticArrays.extensions]
    StaticArraysChainRulesCoreExt = "ChainRulesCore"
    StaticArraysStatisticsExt = "Statistics"

[[deps.StaticArraysCore]]
git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682"
uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
version = "1.4.3"

[[deps.Statistics]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0"
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
version = "1.11.1"
weakdeps = ["SparseArrays"]

    [deps.Statistics.extensions]
    SparseArraysExt = ["SparseArrays"]

[[deps.StatsAPI]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed"
uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
version = "1.7.0"

[[deps.StatsBase]]
deps = ["AliasTables", "DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
git-tree-sha1 = "29321314c920c26684834965ec2ce0dacc9cf8e5"
uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
version = "0.34.4"

[[deps.StatsFuns]]
deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
git-tree-sha1 = "8e45cecc66f3b42633b8ce14d431e8e57a3e242e"
uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
version = "1.5.0"
weakdeps = ["ChainRulesCore", "InverseFunctions"]

    [deps.StatsFuns.extensions]
    StatsFunsChainRulesCoreExt = "ChainRulesCore"
    StatsFunsInverseFunctionsExt = "InverseFunctions"

[[deps.StatsModels]]
deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "REPL", "ShiftedArrays", "SparseArrays", "StatsAPI", "StatsBase", "StatsFuns", "Tables"]
git-tree-sha1 = "9022bcaa2fc1d484f1326eaa4db8db543ca8c66d"
uuid = "3eaba693-59b7-5ba5-a881-562e759f1c8d"
version = "0.7.4"

[[deps.StringManipulation]]
deps = ["PrecompileTools"]
git-tree-sha1 = "725421ae8e530ec29bcbdddbe91ff8053421d023"
uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
version = "0.4.1"

[[deps.StringViews]]
git-tree-sha1 = "ec4bf39f7d25db401bcab2f11d2929798c0578e5"
uuid = "354b36f9-a18e-4713-926e-db85100087ba"
version = "1.3.4"

[[deps.StructArrays]]
deps = ["ConstructionBase", "DataAPI", "Tables"]
git-tree-sha1 = "8ad2e38cbb812e29348719cc63580ec1dfeb9de4"
uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
version = "0.7.1"

    [deps.StructArrays.extensions]
    StructArraysAdaptExt = "Adapt"
    StructArraysGPUArraysCoreExt = ["GPUArraysCore", "KernelAbstractions"]
    StructArraysLinearAlgebraExt = "LinearAlgebra"
    StructArraysSparseArraysExt = "SparseArrays"
    StructArraysStaticArraysExt = "StaticArrays"

    [deps.StructArrays.weakdeps]
    Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
    KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
    LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"

[[deps.StructTypes]]
deps = ["Dates", "UUIDs"]
git-tree-sha1 = "159331b30e94d7b11379037feeb9b690950cace8"
uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
version = "1.11.0"

[[deps.StyledStrings]]
uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
version = "1.11.0"

[[deps.SuiteSparse]]
deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"

[[deps.SuiteSparse_jll]]
deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
version = "7.7.0+0"

[[deps.SwarmMakie]]
deps = ["KernelDensity", "Makie", "Random", "StatsBase"]
git-tree-sha1 = "5d4ec44e105a3061ef74288bf141124b75d535cb"
uuid = "0b1c068e-6a84-4e66-8136-5c95cafa83ed"
version = "0.1.5"
weakdeps = ["AlgebraOfGraphics"]

    [deps.SwarmMakie.extensions]
    AlgebraOfGraphicsExt = "AlgebraOfGraphics"

[[deps.TOML]]
deps = ["Dates"]
uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
version = "1.0.3"

[[deps.TZJData]]
deps = ["Artifacts"]
git-tree-sha1 = "72df96b3a595b7aab1e101eb07d2a435963a97e2"
uuid = "dc5dba14-91b3-4cab-a142-028a31da12f7"
version = "1.5.0+2025b"

[[deps.TableMetadataTools]]
deps = ["DataAPI", "Dates", "TOML", "Tables", "Unitful"]
git-tree-sha1 = "c0405d3f8189bb9a9755e429c6ea2138fca7e31f"
uuid = "9ce81f87-eacc-4366-bf80-b621a3098ee2"
version = "0.1.0"

[[deps.TableTraits]]
deps = ["IteratorInterfaceExtensions"]
git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
version = "1.0.1"

[[deps.Tables]]
deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"]
git-tree-sha1 = "598cd7c1f68d1e205689b1c2fe65a9f85846f297"
uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
version = "1.12.0"

[[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.Term]]
deps = ["AbstractTrees", "CodeTracking", "Dates", "Highlights", "InteractiveUtils", "Logging", "Markdown", "MyterialColors", "OrderedCollections", "Parameters", "PrecompileTools", "ProgressLogging", "REPL", "Tables", "UUIDs", "Unicode", "UnicodeFun"]
git-tree-sha1 = "dec48498aa80c84704745b3c267bac32e206dac2"
uuid = "22787eb5-b846-44ae-b979-8e399b8463ab"
version = "2.0.7"

[[deps.Test]]
deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
version = "1.11.0"

[[deps.TiffImages]]
deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "SIMD", "UUIDs"]
git-tree-sha1 = "f21231b166166bebc73b99cea236071eb047525b"
uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
version = "0.11.3"

[[deps.TiledIteration]]
deps = ["OffsetArrays", "StaticArrayInterface"]
git-tree-sha1 = "1176cc31e867217b06928e2f140c90bd1bc88283"
uuid = "06e1c1a7-607b-532d-9fad-de7d9aa2abac"
version = "0.5.0"

[[deps.TimeZones]]
deps = ["Artifacts", "Dates", "Downloads", "InlineStrings", "Mocking", "Printf", "Scratch", "TZJData", "Unicode", "p7zip_jll"]
git-tree-sha1 = "2c705e96825b66c4a3f25031a683c06518256dd3"
uuid = "f269a46b-ccf7-5d73-abea-4c690281aa53"
version = "1.21.3"
weakdeps = ["RecipesBase"]

    [deps.TimeZones.extensions]
    TimeZonesRecipesBaseExt = "RecipesBase"

[[deps.TimerOutputs]]
deps = ["ExprTools", "Printf"]
git-tree-sha1 = "f57facfd1be61c42321765d3551b3df50f7e09f6"
uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
version = "0.5.28"

    [deps.TimerOutputs.extensions]
    FlameGraphsExt = "FlameGraphs"

    [deps.TimerOutputs.weakdeps]
    FlameGraphs = "08572546-2f56-4bcf-ba4e-bab62c3a3f89"

[[deps.ToeplitzMatrices]]
deps = ["AbstractFFTs", "DSP", "FillArrays", "LinearAlgebra"]
git-tree-sha1 = "338d725bd62115be4ba7ffa891d85654e0bfb1a1"
uuid = "c751599d-da0a-543b-9d20-d0a503d91d24"
version = "0.8.5"
weakdeps = ["StatsBase"]

    [deps.ToeplitzMatrices.extensions]
    ToeplitzMatricesStatsBaseExt = "StatsBase"

[[deps.TopoPlots]]
deps = ["CloughTocher2DInterpolation", "Delaunator", "Dierckx", "GeometryBasics", "InteractiveUtils", "LinearAlgebra", "Makie", "NaturalNeighbours", "Parameters", "PrecompileTools", "ScatteredInterpolation", "Statistics"]
git-tree-sha1 = "a32bc76a67769d74b1f3d3548b8e3b8e4840cbde"
uuid = "2bdbdf9c-dbd8-403f-947b-1a4e0dd41a7a"
version = "0.2.2"

[[deps.TranscodingStreams]]
git-tree-sha1 = "0c45878dcfdcfa8480052b6ab162cdd138781742"
uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
version = "0.11.3"

[[deps.Tricks]]
git-tree-sha1 = "6cae795a5a9313bbb4f60683f7263318fc7d1505"
uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775"
version = "0.1.10"

[[deps.TriplotBase]]
git-tree-sha1 = "4d4ed7f294cda19382ff7de4c137d24d16adc89b"
uuid = "981d1d27-644d-49a2-9326-4793e63143c3"
version = "0.1.0"

[[deps.TypedTables]]
deps = ["Adapt", "Dictionaries", "Indexing", "SplitApplyCombine", "Tables", "Unicode"]
git-tree-sha1 = "84fd7dadde577e01eb4323b7e7b9cb51c62c60d4"
uuid = "9d95f2ec-7b3d-5a63-8d20-e2491e220bb9"
version = "1.4.6"

[[deps.URIs]]
git-tree-sha1 = "cbbebadbcc76c5ca1cc4b4f3b0614b3e603b5000"
uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
version = "1.5.2"

[[deps.UUIDs]]
deps = ["Random", "SHA"]
uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
version = "1.11.0"

[[deps.UnPack]]
git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
version = "1.0.2"

[[deps.Unfold]]
deps = ["DSP", "DataFrames", "Distributions", "DocStringExtensions", "Effects", "FileIO", "GLM", "ImageTransformations", "Interpolations", "IterativeSolvers", "JLD2", "LinearAlgebra", "Logging", "MLBase", "Missings", "OrderedCollections", "PooledArrays", "ProgressMeter", "Random", "SimpleTraits", "SparseArrays", "StaticArrays", "Statistics", "StatsBase", "StatsFuns", "StatsModels", "Tables", "Term", "TimerOutputs", "TypedTables"]
git-tree-sha1 = "c01593f683af335a5fd081e32d5ee017ebcd20fe"
uuid = "181c99d8-e21b-4ff3-b70b-c233eddec679"
version = "0.8.4"

    [deps.Unfold.extensions]
    UnfoldBSplineKitExt = "BSplineKit"
    UnfoldCUDAExt = "CUDA"
    UnfoldKrylovExt = ["Krylov", "CUDA"]
    UnfoldRobustModelsExt = "RobustModels"

    [deps.Unfold.weakdeps]
    BSplineKit = "093aae92-e908-43d7-9660-e50ee39d5a0a"
    CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
    Krylov = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
    RobustModels = "d6ea1423-9682-4bbd-952f-b1577cbf8c98"

[[deps.UnfoldMakie]]
deps = ["AlgebraOfGraphics", "BSplineKit", "CategoricalArrays", "ColorSchemes", "ColorTypes", "Colors", "CoordinateTransformations", "DataFrames", "DataStructures", "DocStringExtensions", "GeometryBasics", "GridLayoutBase", "ImageFiltering", "Interpolations", "LinearAlgebra", "Makie", "MakieThemes", "Random", "SparseArrays", "StaticArrays", "Statistics", "TopoPlots", "Unfold"]
git-tree-sha1 = "52acc236d912df0d19d29991127a194e49259b4c"
uuid = "69a5ce3b-64fb-4f22-ae69-36dd4416af2a"
version = "0.5.18"

    [deps.UnfoldMakie.extensions]
    UnfoldMakiePyMNEExt = "PyMNE"
    UnfoldMakieUnfoldSimExt = "UnfoldSim"

    [deps.UnfoldMakie.weakdeps]
    PyMNE = "6c5003b2-cbe8-491c-a0d1-70088e6a0fd6"
    UnfoldSim = "ed8ae6d2-84d3-44c6-ab46-0baf21700804"

[[deps.UnfoldMixedModels]]
deps = ["DataFrames", "DocStringExtensions", "LinearAlgebra", "MixedModels", "ProgressMeter", "Reexport", "SimpleTraits", "SparseArrays", "StaticArrays", "StatsAPI", "StatsModels", "Unfold"]
git-tree-sha1 = "4e72acfdfe056dd746dc3f6471e4f096ef620939"
uuid = "019ae9e0-8363-565c-86e5-97a5a2fe84f4"
version = "0.1.1"

[[deps.UnfoldSim]]
deps = ["Artifacts", "DSP", "DataFrames", "Distributions", "FileIO", "HDF5", "ImageFiltering", "LinearAlgebra", "MixedModels", "MixedModelsSim", "Parameters", "Random", "SignalAnalysis", "Statistics", "StatsModels", "ToeplitzMatrices"]
git-tree-sha1 = "fad3691163bdae25b68a47ab6a746576a9458646"
uuid = "ed8ae6d2-84d3-44c6-ab46-0baf21700804"
version = "0.4.0"

[[deps.UnfoldStats]]
deps = ["BSplineKit", "Logging", "Random", "StatsAPI", "StatsModels", "Unfold"]
git-tree-sha1 = "a509849ed807531a20aa54383baf886dd126e16e"
uuid = "96fd419a-8306-4ce8-ba5b-cd907cb7647c"
version = "0.2.1"
weakdeps = ["ClusterDepth", "MixedModelsPermutations", "UnfoldMixedModels"]

    [deps.UnfoldStats.extensions]
    UnfoldStatsMixedModelsExt = ["UnfoldMixedModels"]
    UnfoldStatsMixedModelsPermutationsExt = ["UnfoldMixedModels", "ClusterDepth", "MixedModelsPermutations"]

[[deps.Unicode]]
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
version = "1.11.0"

[[deps.UnicodeFun]]
deps = ["REPL"]
git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf"
uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1"
version = "0.4.1"

[[deps.Unitful]]
deps = ["Dates", "LinearAlgebra", "Random"]
git-tree-sha1 = "c0667a8e676c53d390a09dc6870b3d8d6650e2bf"
uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
version = "1.22.0"
weakdeps = ["ConstructionBase", "InverseFunctions"]

    [deps.Unitful.extensions]
    ConstructionBaseUnitfulExt = "ConstructionBase"
    InverseFunctionsUnitfulExt = "InverseFunctions"

[[deps.WAV]]
deps = ["Base64", "FileIO", "Libdl", "Logging"]
git-tree-sha1 = "7e7e1b4686995aaf4ecaaf52f6cd824fa6bd6aa5"
uuid = "8149f6b0-98f6-5db9-b78f-408fbbb8ef88"
version = "1.2.0"

[[deps.WebP]]
deps = ["CEnum", "ColorTypes", "FileIO", "FixedPointNumbers", "ImageCore", "libwebp_jll"]
git-tree-sha1 = "aa1ca3c47f119fbdae8770c29820e5e6119b83f2"
uuid = "e3aaa7dc-3e4b-44e0-be63-ffb868ccd7c1"
version = "0.1.3"

[[deps.WoodburyMatrices]]
deps = ["LinearAlgebra", "SparseArrays"]
git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
version = "1.0.0"

[[deps.XML2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
git-tree-sha1 = "b8b243e47228b4a3877f1dd6aee0c5d56db7fcf4"
uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
version = "2.13.6+1"

[[deps.XZ_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "fee71455b0aaa3440dfdd54a9a36ccef829be7d4"
uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
version = "5.8.1+0"

[[deps.Xorg_libX11_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
git-tree-sha1 = "b5899b25d17bf1889d25906fb9deed5da0c15b3b"
uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
version = "1.8.12+0"

[[deps.Xorg_libXau_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "aa1261ebbac3ccc8d16558ae6799524c450ed16b"
uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
version = "1.0.13+0"

[[deps.Xorg_libXdmcp_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "52858d64353db33a56e13c341d7bf44cd0d7b309"
uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
version = "1.1.6+0"

[[deps.Xorg_libXext_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
git-tree-sha1 = "a4c0ee07ad36bf8bbce1c3bb52d21fb1e0b987fb"
uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
version = "1.3.7+0"

[[deps.Xorg_libXrender_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
git-tree-sha1 = "7ed9347888fac59a618302ee38216dd0379c480d"
uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
version = "0.9.12+0"

[[deps.Xorg_libxcb_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXau_jll", "Xorg_libXdmcp_jll"]
git-tree-sha1 = "bfcaf7ec088eaba362093393fe11aa141fa15422"
uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
version = "1.17.1+0"

[[deps.Xorg_xtrans_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "a63799ff68005991f9d9491b6e95bd3478d783cb"
uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
version = "1.6.0+0"

[[deps.Zlib_jll]]
deps = ["Libdl"]
uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
version = "1.2.13+1"

[[deps.Zstd_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "446b23e73536f84e8037f5dce465e92275f6a308"
uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
version = "1.5.7+1"

[[deps.isoband_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "51b5eeb3f98367157a7a12a1fb0aa5328946c03c"
uuid = "9a68df92-36a6-505f-a73e-abb412b6bfb4"
version = "0.2.3+0"

[[deps.libaec_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "f5733a5a9047722470b95a81e1b172383971105c"
uuid = "477f73a3-ac25-53e9-8cc3-50b2fa2566f0"
version = "1.1.3+0"

[[deps.libaom_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "522c1df09d05a71785765d19c9524661234738e9"
uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
version = "3.11.0+0"

[[deps.libass_jll]]
deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "e17c115d55c5fbb7e52ebedb427a0dca79d4484e"
uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
version = "0.15.2+0"

[[deps.libblastrampoline_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
version = "5.11.0+0"

[[deps.libfdk_aac_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "8a22cf860a7d27e4f3498a0fe0811a7957badb38"
uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
version = "2.0.3+0"

[[deps.libpng_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "068dfe202b0a05b8332f1e8e6b4080684b9c7700"
uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
version = "1.6.47+0"

[[deps.libsixel_jll]]
deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "libpng_jll"]
git-tree-sha1 = "c1733e347283df07689d71d61e14be986e49e47a"
uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
version = "1.10.5+0"

[[deps.libvorbis_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
git-tree-sha1 = "490376214c4721cdaca654041f635213c6165cb3"
uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
version = "1.3.7+2"

[[deps.libwebp_jll]]
deps = ["Artifacts", "Giflib_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libglvnd_jll", "Libtiff_jll", "libpng_jll"]
git-tree-sha1 = "d2408cac540942921e7bd77272c32e58c33d8a77"
uuid = "c5f90fcd-3b7e-5836-afba-fc50a0988cb2"
version = "1.5.0+0"

[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.59.0+0"

[[deps.oneTBB_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "d5a767a3bb77135a99e433afe0eb14cd7f6914c3"
uuid = "1317d2d5-d96f-522e-a858-c73665f53c3e"
version = "2022.0.0+0"

[[deps.p7zip_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
version = "17.4.0+2"

[[deps.x264_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "14cc7083fc6dff3cc44f2bc435ee96d06ed79aa7"
uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
version = "10164.0.1+0"

[[deps.x265_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "dcc541bb19ed5b0ede95581fb2e41ecf179527d2"
uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
version = "3.6.0+0"
"""

# ╔═╡ Cell order:
# ╟─ec5b3848-2aa7-11f0-0ba0-95072a5a4b7b
# ╟─518f364b-85c1-4fe5-8bb5-6a33e2120028
# ╟─58962381-1b1e-4464-b6d3-147115d5d423
# ╟─ff949ccd-b0da-4a6a-94de-c81d9bc125aa
# ╟─4ba67ea1-8186-4a90-848e-1b77a25585d5
# ╟─301514eb-3197-42ae-83a1-0e95faadd413
# ╟─496d24a5-8e29-41f8-926b-6f41b2500cd0
# ╟─56340884-cf55-4eb0-b1dc-0d6f4525a7ba
# ╟─d71b7260-21eb-4a4f-939f-039d310b53d1
# ╟─f23d6cfb-b613-41e4-a7bd-ff9ce8284bf3
# ╟─77a7ace8-9689-44b4-9a08-8147177e25a4
# ╟─d43ba68b-7873-414e-8c06-61e46a2234e3
# ╟─472775cc-7521-415a-bd0e-00464c978071
# ╟─ce64aa76-c2df-4c4d-a80a-36d88cef611f
# ╠═2789e7ef-1571-4a47-b343-2b8485c78e7f
# ╠═d8f6335e-a47d-4340-9d57-def15284ffaa
# ╟─f6afc96f-e407-44ca-a1f5-d74323962b36
# ╟─f7a3acf4-7131-4467-9950-1a3cfc43f725
# ╠═39ca2d14-4d54-493d-b10e-5201d628f1cb
# ╠═036982f3-673e-4f65-b392-9110d7a5858b
# ╠═64e34904-a336-4734-9ca3-6fcfa6f2403e
# ╟─b285ab15-eec6-4422-8eec-9291a5368e86
# ╠═bb271a40-0a4d-4032-9273-8bd5ad372778
# ╠═d7f9cc69-f891-4c2e-be71-a9f2fbe33a24
# ╟─02a32ebe-1a26-4edc-a982-c699075f459c
# ╟─62565204-6031-4895-af8c-17f585c4205f
# ╟─2cd05a7c-a7c6-41ce-89f9-3c3005604296
# ╠═290ff8b5-6579-4786-84e7-3407b2e8fcd7
# ╠═3ecea8b3-73f2-4b7b-814a-542dd0232d7c
# ╠═fb71d1fb-b72f-4ee5-8ace-5d0ec77bd5f7
# ╠═914c1214-eb5d-43b1-98b4-5cb73206f873
# ╟─768b2dc1-a025-460d-889d-6213bcb4a1d3
# ╠═89e0b24b-e2da-4597-ad4b-5e5f62ccf77e
# ╟─8af2a5d0-e44c-426f-bc80-4895b14be69e
# ╠═0a11ace9-88d6-4df5-8c77-60b9a6d345f3
# ╟─bc25131c-1ae5-4e5f-911d-0dee59749912
# ╠═592b60e0-fb97-4c89-aa2e-f4806786028c
# ╠═dc644a89-b395-4256-83f7-383b9c9affb0
# ╠═b3ac7b4f-4869-43f1-8870-09675a298db6
# ╠═a3907b8a-12dd-4633-bf8b-0f47436a35d3
# ╠═04f0b361-208e-411c-8a48-c0364712c741
# ╟─00000000-0000-0000-0000-000000000001
# ╟─00000000-0000-0000-0000-000000000002