pluto_haar_j.jl

### A Pluto.jl notebook ###
# v0.19.45

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)
    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
end

# ╔═╡ bf5554d5-5c14-48bb-8dda-bf264cf660a9
begin
	using PlutoUI
    using LaTeXStrings
	using Formatting
	using Plots
	using Colors 
	using ImageFiltering
	using Images
	using ImageMagick
	using TestImages
	using ImageView
	using ImageTransformations
	using LinearAlgebra
	using LowRankApprox
	using Wavelets
	using DSP
end

# ╔═╡ 01c7773f-777f-4fd5-860f-707113847a08
md"""
#### 4-4. 行列の特異値分解と低階最良近似
線形代数でよく知られた特異値分解とよばれる行列の素顔を露わにする行列の標準形の理論を利用して行列をより小さいデータで近似することができる. RGB画像の処理の例を見てみよう. 香港城市大学 (City University of Hong Kong) の食堂の2024年6月5日の朝メニューの焼きそばの画像 $384\times512\times3$ を低階最良近似してみる. 
"""

# ╔═╡ fb694744-9b0d-4416-8d88-1323aec3ce9e
begin
# read image, resize, decompose
	#I=load("./material/char_kway_teow.jpg");
	#X=imresize(I, ratio=1/4);
	I=load("./material/CityU.jpg");
	X=imresize(I, ratio=1/8);	
    (p,q)=size(X);
	L=7;
    A=channelview(X);
    R=Array{Float64}(A[1,:,:]);
	G=Array{Float64}(A[2,:,:]);
	B=Array{Float64}(A[3,:,:]);


	RU, RS, RV=psvd(R);
	GU, GS, GV=psvd(G);
	BU, BS, BV=psvd(B);
	
	rank=100;
	DR=zeros(p,q,rank);
	DG=zeros(p,q,rank);
	DB=zeros(p,q,rank);
    for r=1:rank
	    DR[:,:,r]=sum(RS[n]*RU[1:p,n]*(RV[1:q,n])' for n=1:r);
        DG[:,:,r]=sum(GS[n]*GU[1:p,n]*(GV[1:q,n])' for n=1:r);
        DB[:,:,r]=sum(BS[n]*BU[1:p,n]*(BV[1:q,n])' for n=1:r);
	end
end

# ╔═╡ f93d2f62-0996-42c7-872e-dcf5b17bab63
md"""
rank = $(@bind r Slider(1:rank, show_value=true))
"""

# ╔═╡ cca11b50-4614-4033-80cd-a2404fc6685f
begin
    Y=zeros(3,p,q,rank+16);
	Z=zeros(p,q)
	for r=1:4
	    Y[1,:,:,r]=R;
        Y[2,:,:,r]=G;
        Y[3,:,:,r]=B;
	end
    for r=5:8
	    Y[1,:,:,r]=Z;
        Y[2,:,:,r]=Z;
        Y[3,:,:,r]=Z;
    end
	for r=9:rank+8
        Y[1,:,:,r]=DR[:,:,r-8];
        Y[2,:,:,r]=DG[:,:,r-8];
        Y[3,:,:,r]=DB[:,:,r-8];
	end
    for r=rank+9:rank+12
        Y[1,:,:,r]=Z;
        Y[2,:,:,r]=Z;
        Y[3,:,:,r]=Z;
	end
    for r=rank+13:rank+16
        Y[1,:,:,r]=R;
        Y[2,:,:,r]=G;
        Y[3,:,:,r]=B;
	end
end

# ╔═╡ 99356e74-9e65-47f0-baf0-492750795063
begin
    W=zeros(3,p,q,rank);
    for r=1:rank
	    W[1,:,:,r]=DR[:,:,r];
        W[2,:,:,r]=DG[:,:,r];
        W[3,:,:,r]=DB[:,:,r];
	end
end

# ╔═╡ 36bedae1-8e65-4601-96a1-fbe521af1777
begin
SVD1=plot(colorview(RGB,W[:,:,:,r]),
        title="approximation 1-100/384",
        xaxis=false, 
        xticks=false, 
        yaxis=false, 
        yticks=false, 
        grid=false);
SVD2=plot(colorview(RGB,X),
        title="original RGB image",
        xaxis=false, 
        xticks=false, 
        yaxis=false, 
        yticks=false, 
        grid=false);
plot(SVD1,SVD2)
end

# ╔═╡ 6b1ce739-aca6-47d6-842a-701712b2cc61
md"""
#### 4-5. 離散ハール・ウェーブレットによるウェーブレット分解
離散ウェーブレットとはある性質をみたす2つの複素数ベクトルの組でのことである. 
最も単純なのは次のハール・ウェーブレットである. 

$\vec{u}
=
\frac{1}{\sqrt{2}}
\begin{bmatrix}
1
\\
1
\\
0
\\
\vdots
\\
0 
\end{bmatrix}, 
\quad
\vec{v}
=
\frac{1}{\sqrt{2}}
\begin{bmatrix}
1
\\
-1
\\
0
\\
\vdots
\\
0 
\end{bmatrix}
\in\mathbb{C}^{N},$

これを用いると数ベクトルや行列の隣接する成分の平均をとるという操作を線形代数だけを用いて系統的に定義することができる. 2回の操作で

$\vec{a}_0
=
\begin{bmatrix}
1 \\ 3 \\ 5 \\ 7 
\end{bmatrix}
\mapsto 
\vec{a}_1
=
\begin{bmatrix}
2 \\ 2 \\ 6 \\ 6 
\end{bmatrix}
\mapsto 
\vec{a}_2
=
\begin{bmatrix}
4 \\ 4 \\ 4 \\ 4 
\end{bmatrix}$

$A_0
=
\begin{bmatrix}
0 & 2 & 4 & 6
\\ 
8 & 10 & 12 & 14 
\\ 
16 & 18 & 20 & 22
\\ 
24 & 26 & 28 & 30
\end{bmatrix}
\mapsto 
A_1
=
\begin{bmatrix}
5 & 5 & 9 & 9
\\ 
5 & 5 & 9 & 9 
\\ 
21 & 21 & 25 & 25
\\ 
21 & 21 & 25 & 25
\end{bmatrix}
\mapsto 
A_2
=
\begin{bmatrix}
15 & 15 & 15 & 15
\\ 
15 & 15 & 15 & 15 
\\ 
15 & 15 & 15 & 15
\\ 
15 & 15 & 15 & 15
\end{bmatrix}$

のようにな. 平均をとる操作を $\ell$ 回行って得られるものをレベル $\ell$ の近似部分, 残りをレベル $\ell$ の詳細部分という:

$\vec{a}_0=\vec{a}_\ell+(\vec{a}_0-\vec{a}_\ell),
\quad 
A_0=A_\ell+(A_0-A_\ell)$

画像データのウェーブレット分解を観察してみよう.

""" 

# ╔═╡ de96f98e-7217-496f-9bf0-6c3e13706ec0
begin
	L0=3
	p0=8;
	q0=8;
    G0=[  0   4   8  12  16  20  24  28;
		  32  36  40  44  48  52  56  60;
		  64  68  72  76  80  84  88  92;
		  96 100 104 108 112 116 120 124;
		 128 132 136 140 144 148 152 156;
		 160 164 168 172 176 180 184 188; 
		 192 196 200 204 208 212 216 220;
		 224 228 232 236 240 244 248 252]/255; 

	XG0=zeros(p0,q0,L0);
	for l=1:L0
		XG0[:,:,l]=dwt(G0, wavelet(WT.haar), l);
	end

	XG0approx=zeros(p0,q0,L0);	
	for l=1:L0
	    XG0approx[1:Int(p0/2^l),1:Int(q0/2^l),l]=XG0[1:Int(p0/2^l),1:Int(q0/2^l),l];
	end
	XG0detail=XG0-XG0approx;

    YG0approx=zeros(p0,q0,L0);
	YG0detail=zeros(p0,q0,L0);
	for l=1:L0
		YG0approx[:,:,l]=idwt(XG0approx[:,:,l], wavelet(WT.haar), l);
		YG0detail[:,:,l]=idwt(XG0detail[:,:,l], wavelet(WT.haar), l);
	end
	
    ZG0approx=zeros(p0,q0,L0+1);
	ZG0detail=zeros(p0,q0,L0+1);
	ZG0approx[:,:,1]=G0;
	for l=2:L0+1
        ZG0approx[:,:,l]=YG0approx[:,:,l-1];
	    ZG0detail[:,:,l]=YG0detail[:,:,l-1];
	end
		
end

# ╔═╡ b9212600-820b-4edc-a265-ddf8334700c9
md""" 
### $8\times8$ 白黒画像

"""

# ╔═╡ b0b82a93-e29c-4c68-a2a7-45f181658f19
md"""
Level = $(@bind l0 Slider(0:L0, show_value=true))
"""

# ╔═╡ 3c393bc2-7da4-431b-a984-e8db6a97f5dc
begin
Z1=plot(Gray.(G0),
        #title="Original Image",
        xaxis=false, 
        xticks=false, 
        yaxis=false, 
        yticks=false);
Z2=plot(Gray.(ZG0approx[:,:,l0+1]),
        #title="Haar",
        xaxis=false, 
        xticks=false, 
        yaxis=false, 
        yticks=false);
Z3=plot(Gray.(ZG0detail[:,:,l0+1]),
        #title="Daubechies 2",
        xaxis=false, 
        xticks=false, 
        yaxis=false, 
        yticks=false);
plot(Z1,Z2,Z3,layout=(1,3))
end

# ╔═╡ fe147b2f-fdc8-4f6e-8efa-fb04862aa2dd
begin

# Haar
# read image, resize, decompose
	L1=4;
	RII=rand(2^L1, 2^L1);
	GII=rand(2^L1, 2^L1);
	BII=rand(2^L1, 2^L1);

# Decomposition Filter 
	RXII=zeros(2^L1,2^L1,L1);
	GXII=zeros(2^L1,2^L1,L1);
	BXII=zeros(2^L1,2^L1,L1);
	for l=1:L1
		RXII[:,:,l]=dwt(RII, wavelet(WT.haar), l);
		GXII[:,:,l]=dwt(GII, wavelet(WT.haar), l);
		BXII[:,:,l]=dwt(BII, wavelet(WT.haar), l);
	end

# Splitting 
	RXIIapprox=zeros(2^L1,2^L1,L1);
	GXIIapprox=zeros(2^L1,2^L1,L1);
	BXIIapprox=zeros(2^L1,2^L1,L1);
	for l=1:L1
	    RXIIapprox[1:2^(L1-l),1:2^(L1-l),l]=RXII[1:2^(L1-l),1:2^(L1-l),l];
		GXIIapprox[1:2^(L1-l),1:2^(L1-l),l]=GXII[1:2^(L1-l),1:2^(L1-l),l];
		BXIIapprox[1:2^(L1-l),1:2^(L1-l),l]=BXII[1:2^(L1-l),1:2^(L1-l),l];
	end
	RXIIdetail=RXII-RXIIapprox;
	GXIIdetail=GXII-GXIIapprox;
	BXIIdetail=BXII-BXIIapprox;

# Composition Filter
	RYIIapprox=zeros(2^L1,2^L1,L1);
	RYIIdetail=zeros(2^L1,2^L1,L1);
	GYIIapprox=zeros(2^L1,2^L1,L1);
	GYIIdetail=zeros(2^L1,2^L1,L1);
	BYIIapprox=zeros(2^L1,2^L1,L1);
	BYIIdetail=zeros(2^L1,2^L1,L1);
	for l=1:L1
		RYIIapprox[:,:,l]=idwt(RXIIapprox[:,:,l], wavelet(WT.haar), l);
		RYIIdetail[:,:,l]=idwt(RXIIdetail[:,:,l], wavelet(WT.haar), l);
		GYIIapprox[:,:,l]=idwt(GXIIapprox[:,:,l], wavelet(WT.haar), l);
		GYIIdetail[:,:,l]=idwt(GXIIdetail[:,:,l], wavelet(WT.haar), l);
		BYIIapprox[:,:,l]=idwt(BXIIapprox[:,:,l], wavelet(WT.haar), l);
		BYIIdetail[:,:,l]=idwt(BXIIdetail[:,:,l], wavelet(WT.haar), l);
	end

# RGB
	ZIIapprox=zeros(3,2^L1,2^L1,L1+1);
	ZIIdetail=zeros(3,2^L1,2^L1,L1+1);
	ZIIapprox[1,:,:,1]=RII;
	ZIIapprox[2,:,:,1]=GII;
	ZIIapprox[3,:,:,1]=BII;
	for l=2:L1+1
		ZIIapprox[1,:,:,l]=RYIIapprox[:,:,l-1];
		ZIIapprox[2,:,:,l]=GYIIapprox[:,:,l-1];
		ZIIapprox[3,:,:,l]=BYIIapprox[:,:,l-1];
		ZIIdetail[1,:,:,l]=RYIIdetail[:,:,l-1];
		ZIIdetail[2,:,:,l]=GYIIdetail[:,:,l-1];
		ZIIdetail[3,:,:,l]=BYIIdetail[:,:,l-1];
	end

end

# ╔═╡ 4d12cd8c-7d1d-4611-887f-bfdd53da48e9
md""" 
### 乱数で生成した $16\times16$ RGB画像

"""

# ╔═╡ 7aeb1dd0-19d3-4ab5-9767-b52f1d0d6fe7
md"""
Level = $(@bind l1 Slider(0:L1, show_value=true))
"""

# ╔═╡ 4a79dcb1-a2a8-4cb7-863c-9ca9e8f88e66
begin
Q0=plot(colorview(RGB,ZIIapprox[:,:,:,1]),
        #title="Original Image",
        xaxis=false, 
        xticks=false, 
        yaxis=false, 
        yticks=false);
Q1=plot(colorview(RGB,ZIIapprox[:,:,:,l1+1]),
        #title="Approximation",
        xaxis=false, 
        xticks=false, 
        yaxis=false, 
        yticks=false);
Q2=plot(colorview(RGB,ZIIdetail[:,:,:,l1+1]),
        #title="Detail",
        xaxis=false, 
        xticks=false, 
        yaxis=false, 
        yticks=false, 
        grid=false);
plot(Q0,Q1,Q2,layout=(1,3))
end

# ╔═╡ 2b8cafe5-0efb-4892-957c-055c63bf23ed
begin
	
# Decomposition Filter 
	XR=zeros(p,q,L);
	XG=zeros(p,q,L);
	XB=zeros(p,q,L);
	for l=1:L
		XR[:,:,l]=dwt(R, wavelet(WT.haar), l);
		XG[:,:,l]=dwt(G, wavelet(WT.haar), l);
		XB[:,:,l]=dwt(B, wavelet(WT.haar), l);
	end

# Splitting 
	XRapprox=zeros(p,q,L);
	XGapprox=zeros(p,q,L);
	XBapprox=zeros(p,q,L);	
	for l=1:L
	XRapprox[1:Int(p/2^l),1:Int(q/2^l),l]=XR[1:Int(p/2^l),1:Int(q/2^l),l];
    XGapprox[1:Int(p/2^l),1:Int(q/2^l),l]=XG[1:Int(p/2^l),1:Int(q/2^l),l];
	XBapprox[1:Int(p/2^l),1:Int(q/2^l),l]=XB[1:Int(p/2^l),1:Int(q/2^l),l];
	end
	XRdetail=XR-XRapprox;
	XGdetail=XG-XGapprox;
	XBdetail=XB-XBapprox;

# Composition Filter
	YRapprox=zeros(p,q,L);
	YGapprox=zeros(p,q,L);
	YBapprox=zeros(p,q,L);
	YRdetail=zeros(p,q,L);
	YGdetail=zeros(p,q,L);
	YBdetail=zeros(p,q,L);
	for l=1:L
		YRapprox[:,:,l]=idwt(XRapprox[:,:,l], wavelet(WT.haar), l);
		YGapprox[:,:,l]=idwt(XGapprox[:,:,l], wavelet(WT.haar), l);
		YBapprox[:,:,l]=idwt(XBapprox[:,:,l], wavelet(WT.haar), l);
		YRdetail[:,:,l]=idwt(XRdetail[:,:,l], wavelet(WT.haar), l);
		YGdetail[:,:,l]=idwt(XGdetail[:,:,l], wavelet(WT.haar), l);
		YBdetail[:,:,l]=idwt(XBdetail[:,:,l], wavelet(WT.haar), l);
	end

# RGB
	Wapprox=zeros(3,p,q,L+1);
	Wdetail=zeros(3,p,q,L+1);
	Wapprox[:,:,:,1]=A;
	for l=2:L+1
		Wapprox[1,:,:,l]=YRapprox[:,:,l-1];
		Wapprox[2,:,:,l]=YGapprox[:,:,l-1];
		Wapprox[3,:,:,l]=YBapprox[:,:,l-1];
		Wdetail[1,:,:,l]=YRdetail[:,:,l-1];
		Wdetail[2,:,:,l]=YGdetail[:,:,l-1];
		Wdetail[3,:,:,l]=YBdetail[:,:,l-1];
	end
end

# ╔═╡ 6468175c-7a79-4ab8-8879-eb442694c06d
md""" 
### $384\times512$ RGB画像
香港城市大学食堂の2024年6月5日の朝メニューの焼きそば
"""

# ╔═╡ 33e36dbc-6682-4de6-a911-7eb2a0ec4f05
md"""
Level = $(@bind l Slider(0:L, show_value=true))
"""

# ╔═╡ a9f38308-8483-4b3a-9160-f2622027c7e2
begin
P1=plot(colorview(RGB,A[:,:,:]),
        #title="Approximation",
        xaxis=false, 
        xticks=false, 
        yaxis=false, 
        yticks=false, 
        grid=false);
P2=plot(colorview(RGB,Wapprox[:,:,:,l+1]),
        #title="Approximation",
        xaxis=false, 
        xticks=false, 
        yaxis=false, 
        yticks=false, 
        grid=false);
P3=plot(colorview(RGB,Wdetail[:,:,:,l+1]),
        #title="Detail",
        xaxis=false, 
        xticks=false, 
        yaxis=false, 
        yticks=false, 
        grid=false);
plot(P1,P2,P3,layout=(1,3))
end

# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
[deps]
Colors = "5ae59095-9a9b-59fe-a467-6f913c188581"
DSP = "717857b8-e6f2-59f4-9121-6e50c889abd2"
Formatting = "59287772-0a20-5a39-b81b-1366585eb4c0"
ImageFiltering = "6a3955dd-da59-5b1f-98d4-e7296123deb5"
ImageMagick = "6218d12a-5da1-5696-b52f-db25d2ecc6d1"
ImageTransformations = "02fcd773-0e25-5acc-982a-7f6622650795"
ImageView = "86fae568-95e7-573e-a6b2-d8a6b900c9ef"
Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0"
LaTeXStrings = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
LowRankApprox = "898213cb-b102-5a47-900c-97e73b919f73"
Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
TestImages = "5e47fb64-e119-507b-a336-dd2b206d9990"
Wavelets = "29a6e085-ba6d-5f35-a997-948ac2efa89a"

[compat]
Colors = "~0.12.10"
DSP = "~0.7.9"
Formatting = "~0.4.2"
ImageFiltering = "~0.7.8"
ImageMagick = "~1.3.0"
ImageTransformations = "~0.10.1"
ImageView = "~0.12.1"
Images = "~0.26.0"
LaTeXStrings = "~1.3.1"
LowRankApprox = "~0.5.5"
Plots = "~1.40.0"
PlutoUI = "~0.7.55"
TestImages = "~1.8.0"
Wavelets = "~0.10.0"
"""

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

julia_version = "1.10.4"
manifest_format = "2.0"
project_hash = "78047fa37a88bc2c8758e4898454cddcae8650f1"

[[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 = "c278dfab760520b8bb7e9511b968bf4ba38b7acc"
uuid = "6e696c72-6542-2067-7265-42206c756150"
version = "1.2.3"

[[deps.Adapt]]
deps = ["LinearAlgebra", "Requires"]
git-tree-sha1 = "0fb305e0253fd4e833d486914367a2ee2c2e78d0"
uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
version = "4.0.1"
weakdeps = ["StaticArrays"]

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

[[deps.ArgTools]]
uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
version = "1.1.1"

[[deps.ArnoldiMethod]]
deps = ["LinearAlgebra", "Random", "StaticArrays"]
git-tree-sha1 = "62e51b39331de8911e4a7ff6f5aaf38a5f4cc0ae"
uuid = "ec485272-7323-5ecc-a04f-4719b315124d"
version = "0.2.0"

[[deps.ArrayInterface]]
deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
version = "7.7.0"

    [deps.ArrayInterface.extensions]
    ArrayInterfaceBandedMatricesExt = "BandedMatrices"
    ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
    ArrayInterfaceCUDAExt = "CUDA"
    ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
    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"
    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
    StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"

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

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

[[deps.BitFlags]]
git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
version = "0.1.8"

[[deps.BitTwiddlingConvenienceFunctions]]
deps = ["Static"]
git-tree-sha1 = "0c5f81f47bbbcf4aea7b2959135713459170798b"
uuid = "62783981-4cbd-42fc-bca8-16325de8dc4b"
version = "0.1.5"

[[deps.Bzip2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "9e2a6b69137e6969bab0152632dcb3bc108c8bdd"
uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
version = "1.0.8+1"

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

[[deps.CPUSummary]]
deps = ["CpuId", "IfElse", "PrecompileTools", "Static"]
git-tree-sha1 = "601f7e7b3d36f18790e2caf83a882d88e9b71ff1"
uuid = "2a0fbf3d-bb9c-48f3-b0a9-814d99fd7ab9"
version = "0.2.4"

[[deps.Cairo]]
deps = ["Cairo_jll", "Colors", "Glib_jll", "Graphics", "Libdl", "Pango_jll"]
git-tree-sha1 = "d0b3f8b4ad16cb0a2988c6788646a5e6a17b6b1b"
uuid = "159f3aea-2a34-519c-b102-8c37f9878175"
version = "1.0.5"

[[deps.Cairo_jll]]
deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
git-tree-sha1 = "4b859a208b2397a7a623a03449e4636bdb17bcf2"
uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
version = "1.16.1+1"

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

[[deps.ChainRulesCore]]
deps = ["Compat", "LinearAlgebra"]
git-tree-sha1 = "1287e3872d646eed95198457873249bd9f0caed2"
uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
version = "1.20.1"
weakdeps = ["SparseArrays"]

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

[[deps.CloseOpenIntervals]]
deps = ["Static", "StaticArrayInterface"]
git-tree-sha1 = "70232f82ffaab9dc52585e0dd043b5e0c6b714f1"
uuid = "fb6a15b2-703c-40df-9091-08a04967cfa9"
version = "0.1.12"

[[deps.Clustering]]
deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
git-tree-sha1 = "9ebb045901e9bbf58767a9f34ff89831ed711aae"
uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
version = "0.15.7"

[[deps.CodecZlib]]
deps = ["TranscodingStreams", "Zlib_jll"]
git-tree-sha1 = "59939d8a997469ee05c4b4944560a820f9ba0d73"
uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
version = "0.7.4"

[[deps.ColorSchemes]]
deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
git-tree-sha1 = "67c1f244b991cad9b0aa4b7540fb758c2488b129"
uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
version = "3.24.0"

[[deps.ColorTypes]]
deps = ["FixedPointNumbers", "Random"]
git-tree-sha1 = "eb7f0f8307f71fac7c606984ea5fb2817275d6e4"
uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
version = "0.11.4"

[[deps.ColorVectorSpace]]
deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "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 = "fc08e5930ee9a4e03f84bfb5211cb54e7769758a"
uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
version = "0.12.10"

[[deps.Compat]]
deps = ["TOML", "UUIDs"]
git-tree-sha1 = "75bd5b6fc5089df449b5d35fa501c846c9b6549b"
uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
version = "4.12.0"
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.ComputationalResources]]
git-tree-sha1 = "52cb3ec90e8a8bea0e62e275ba577ad0f74821f7"
uuid = "ed09eef8-17a6-5b46-8889-db040fac31e3"
version = "0.3.2"

[[deps.ConcurrentUtilities]]
deps = ["Serialization", "Sockets"]
git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
version = "2.3.0"

[[deps.Contour]]
git-tree-sha1 = "d05d9e7b7aedff4e5b51a029dced05cfb6125781"
uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
version = "0.6.2"

[[deps.CoordinateTransformations]]
deps = ["LinearAlgebra", "StaticArrays"]
git-tree-sha1 = "f9d7112bfff8a19a3a4ea4e03a8e6a91fe8456bf"
uuid = "150eb455-5306-5404-9cee-2592286d6298"
version = "0.6.3"

[[deps.CpuId]]
deps = ["Markdown"]
git-tree-sha1 = "fcbb72b032692610bfbdb15018ac16a36cf2e406"
uuid = "adafc99b-e345-5852-983c-f28acb93d879"
version = "0.3.1"

[[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 = "f7f4319567fe769debfcf7f8c03d8da1dd4e2fb0"
uuid = "717857b8-e6f2-59f4-9121-6e50c889abd2"
version = "0.7.9"

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

[[deps.DataStructures]]
deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
git-tree-sha1 = "ac67408d9ddf207de5cfa9a97e114352430f01ed"
uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
version = "0.18.16"

[[deps.Dates]]
deps = ["Printf"]
uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"

[[deps.DelimitedFiles]]
deps = ["Mmap"]
git-tree-sha1 = "9e2f36d3c96a820c678f2f1f1782582fcf685bae"
uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
version = "1.9.1"

[[deps.Distances]]
deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
version = "0.10.11"
weakdeps = ["ChainRulesCore", "SparseArrays"]

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

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

[[deps.DocStringExtensions]]
deps = ["LibGit2"]
git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
version = "0.9.3"

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

[[deps.EpollShim_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "8e9441ee83492030ace98f9789a654a6d0b1f643"
uuid = "2702e6a9-849d-5ed8-8c21-79e8b8f9ee43"
version = "0.0.20230411+0"

[[deps.ExceptionUnwrapping]]
deps = ["Test"]
git-tree-sha1 = "dcb08a0d93ec0b1cdc4af184b26b591e9695423a"
uuid = "460bff9d-24e4-43bc-9d9f-a8973cb893f4"
version = "0.1.10"

[[deps.Expat_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "4558ab818dcceaab612d1bb8c19cee87eda2b83c"
uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
version = "2.5.0+0"

[[deps.FFMPEG]]
deps = ["FFMPEG_jll"]
git-tree-sha1 = "b57e3acbe22f8484b4b5ff66a7499717fe1a9cc8"
uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
version = "0.4.1"

[[deps.FFMPEG_jll]]
deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
version = "4.4.2+2"

[[deps.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 = "4820348781ae578893311153d69049a93d05f39d"
uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
version = "1.8.0"

[[deps.FFTW_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "c6033cc3892d0ef5bb9cd29b7f2f0331ea5184ea"
uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
version = "3.3.10+0"

[[deps.FileIO]]
deps = ["Pkg", "Requires", "UUIDs"]
git-tree-sha1 = "c5c28c245101bd59154f649e19b038d15901b5dc"
uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
version = "1.16.2"

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

[[deps.FixedPointNumbers]]
deps = ["Statistics"]
git-tree-sha1 = "335bfdceacc84c5cdf16aadc768aa5ddfc5383cc"
uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
version = "0.8.4"

[[deps.Fontconfig_jll]]
deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Pkg", "Zlib_jll"]
git-tree-sha1 = "21efd19106a55620a188615da6d3d06cd7f6ee03"
uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
version = "2.13.93+0"

[[deps.Formatting]]
deps = ["Printf"]
git-tree-sha1 = "8339d61043228fdd3eb658d86c926cb282ae72a8"
uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
version = "0.4.2"

[[deps.FreeType2_jll]]
deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "d8db6a5a2fe1381c1ea4ef2cab7c69c2de7f9ea0"
uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
version = "2.13.1+0"

[[deps.FriBidi_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "aa31987c2ba8704e23c6c8ba8a4f769d5d7e4f91"
uuid = "559328eb-81f9-559d-9380-de523a88c83c"
version = "1.0.10+0"

[[deps.GLFW_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
version = "3.3.9+0"

[[deps.GR]]
deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Pkg", "Preferences", "Printf", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "UUIDs", "p7zip_jll"]
git-tree-sha1 = "8e2d86e06ceb4580110d9e716be26658effc5bfd"
uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
version = "0.72.8"

[[deps.GR_jll]]
deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt5Base_jll", "Zlib_jll", "libpng_jll"]
git-tree-sha1 = "da121cbdc95b065da07fbb93638367737969693f"
uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
version = "0.72.8+0"

[[deps.GTK4_jll]]
deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "Graphene_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Libepoxy_jll", "Pango_jll", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libX11_jll", "Xorg_libXcursor_jll", "Xorg_libXdamage_jll", "Xorg_libXext_jll", "Xorg_libXfixes_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "Xorg_libXrender_jll", "gdk_pixbuf_jll", "iso_codes_jll", "xkbcommon_jll"]
git-tree-sha1 = "acca2e4afa083ca045b9ccef613d760d9e6d30bf"
uuid = "6ebb71f1-8434-552f-b6b1-dc18babcca63"
version = "4.12.4+0"

[[deps.Gettext_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
git-tree-sha1 = "9b02998aba7bf074d14de89f9d37ca24a1a0b046"
uuid = "78b55507-aeef-58d4-861c-77aaff3498b1"
version = "0.21.0+0"

[[deps.Glib_jll]]
deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
git-tree-sha1 = "e94c92c7bf4819685eb80186d51c43e71d4afa17"
uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
version = "2.76.5+0"

[[deps.Graphene_jll]]
deps = ["Artifacts", "Glib_jll", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "61850a17f562453e3485a489c9c8cccb3abcab93"
uuid = "75302f13-0b7e-5bab-a6d1-23fa92e4c2ea"
version = "1.10.6+0"

[[deps.Graphics]]
deps = ["Colors", "LinearAlgebra", "NaNMath"]
git-tree-sha1 = "d61890399bc535850c4bf08e4e0d3a7ad0f21cbd"
uuid = "a2bd30eb-e257-5431-a919-1863eab51364"
version = "1.1.2"

[[deps.Graphite2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "344bf40dcab1073aca04aa0df4fb092f920e4011"
uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
version = "1.3.14+0"

[[deps.Graphs]]
deps = ["ArnoldiMethod", "Compat", "DataStructures", "Distributed", "Inflate", "LinearAlgebra", "Random", "SharedArrays", "SimpleTraits", "SparseArrays", "Statistics"]
git-tree-sha1 = "899050ace26649433ef1af25bc17a815b3db52b7"
uuid = "86223c79-3864-5bf0-83f7-82e725a168b6"
version = "1.9.0"

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

[[deps.Gtk4]]
deps = ["BitFlags", "CEnum", "Cairo", "Cairo_jll", "ColorTypes", "GTK4_jll", "Glib_jll", "Graphene_jll", "Graphics", "JLLWrappers", "Libdl", "Librsvg_jll", "Pango_jll", "Preferences", "Reexport", "Scratch", "Xorg_xkeyboard_config_jll", "adwaita_icon_theme_jll", "gdk_pixbuf_jll", "hicolor_icon_theme_jll"]
git-tree-sha1 = "62dd852143217375e929fb5aec15c2d967fb8eb5"
uuid = "9db2cae5-386f-4011-9d63-a5602296539b"
version = "0.6.1"

[[deps.GtkObservables]]
deps = ["Cairo", "Colors", "Dates", "FixedPointNumbers", "Graphics", "Gtk4", "IntervalSets", "LinearAlgebra", "Observables", "PrecompileTools", "Reexport", "RoundingIntegers"]
git-tree-sha1 = "f7a9573198e876482b28f441c75b3fdc935eb052"
uuid = "8710efd8-4ad6-11eb-33ea-2d5ceb25a41c"
version = "2.0.5"

[[deps.HTTP]]
deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
version = "1.10.1"

[[deps.HarfBuzz_jll]]
deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
git-tree-sha1 = "129acf094d168394e80ee1dc4bc06ec835e510a3"
uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
version = "2.8.1+1"

[[deps.HistogramThresholding]]
deps = ["ImageBase", "LinearAlgebra", "MappedArrays"]
git-tree-sha1 = "7194dfbb2f8d945abdaf68fa9480a965d6661e69"
uuid = "2c695a8d-9458-5d45-9878-1b8a99cf7853"
version = "0.3.1"

[[deps.HostCPUFeatures]]
deps = ["BitTwiddlingConvenienceFunctions", "IfElse", "Libdl", "Static"]
git-tree-sha1 = "eb8fed28f4994600e29beef49744639d985a04b2"
uuid = "3e5b6fbb-0976-4d2c-9146-d79de83f2fb0"
version = "0.1.16"

[[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.IOCapture]]
deps = ["Logging", "Random"]
git-tree-sha1 = "8b72179abc660bfab5e28472e019392b97d0985c"
uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
version = "0.2.4"

[[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 = "2e4520d67b0cef90865b3ef727594d2a58e0e1f8"
uuid = "2803e5a7-5153-5ecf-9a86-9b4c37f5f5ac"
version = "0.6.11"

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

[[deps.ImageBinarization]]
deps = ["HistogramThresholding", "ImageCore", "LinearAlgebra", "Polynomials", "Reexport", "Statistics"]
git-tree-sha1 = "f5356e7203c4a9954962e3757c08033f2efe578a"
uuid = "cbc4b850-ae4b-5111-9e64-df94c024a13d"
version = "0.3.0"

[[deps.ImageContrastAdjustment]]
deps = ["ImageBase", "ImageCore", "ImageTransformations", "Parameters"]
git-tree-sha1 = "eb3d4365a10e3f3ecb3b115e9d12db131d28a386"
uuid = "f332f351-ec65-5f6a-b3d1-319c6670881a"
version = "0.3.12"

[[deps.ImageCore]]
deps = ["ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"]
git-tree-sha1 = "b2a7eaa169c13f5bcae8131a83bc30eff8f71be0"
uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
version = "0.10.2"

[[deps.ImageCorners]]
deps = ["ImageCore", "ImageFiltering", "PrecompileTools", "StaticArrays", "StatsBase"]
git-tree-sha1 = "24c52de051293745a9bad7d73497708954562b79"
uuid = "89d5987c-236e-4e32-acd0-25bd6bd87b70"
version = "0.1.3"

[[deps.ImageDistances]]
deps = ["Distances", "ImageCore", "ImageMorphology", "LinearAlgebra", "Statistics"]
git-tree-sha1 = "08b0e6354b21ef5dd5e49026028e41831401aca8"
uuid = "51556ac3-7006-55f5-8cb3-34580c88182d"
version = "0.2.17"

[[deps.ImageFiltering]]
deps = ["CatIndices", "ComputationalResources", "DataStructures", "FFTViews", "FFTW", "ImageBase", "ImageCore", "LinearAlgebra", "OffsetArrays", "PrecompileTools", "Reexport", "SparseArrays", "StaticArrays", "Statistics", "TiledIteration"]
git-tree-sha1 = "432ae2b430a18c58eb7eca9ef8d0f2db90bc749c"
uuid = "6a3955dd-da59-5b1f-98d4-e7296123deb5"
version = "0.7.8"

[[deps.ImageIO]]
deps = ["FileIO", "IndirectArrays", "JpegTurbo", "LazyModules", "Netpbm", "OpenEXR", "PNGFiles", "QOI", "Sixel", "TiffImages", "UUIDs"]
git-tree-sha1 = "bca20b2f5d00c4fbc192c3212da8fa79f4688009"
uuid = "82e4d734-157c-48bb-816b-45c225c6df19"
version = "0.6.7"

[[deps.ImageMagick]]
deps = ["FileIO", "ImageCore", "ImageMagick_jll", "InteractiveUtils"]
git-tree-sha1 = "b0b765ff0b4c3ee20ce6740d843be8dfce48487c"
uuid = "6218d12a-5da1-5696-b52f-db25d2ecc6d1"
version = "1.3.0"

[[deps.ImageMagick_jll]]
deps = ["JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pkg", "Zlib_jll", "libpng_jll"]
git-tree-sha1 = "1c0a2295cca535fabaf2029062912591e9b61987"
uuid = "c73af94c-d91f-53ed-93a7-00f77d67a9d7"
version = "6.9.10-12+3"

[[deps.ImageMetadata]]
deps = ["AxisArrays", "ImageAxes", "ImageBase", "ImageCore"]
git-tree-sha1 = "355e2b974f2e3212a75dfb60519de21361ad3cb7"
uuid = "bc367c6b-8a6b-528e-b4bd-a4b897500b49"
version = "0.9.9"

[[deps.ImageMorphology]]
deps = ["DataStructures", "ImageCore", "LinearAlgebra", "LoopVectorization", "OffsetArrays", "Requires", "TiledIteration"]
git-tree-sha1 = "6f0a801136cb9c229aebea0df296cdcd471dbcd1"
uuid = "787d08f9-d448-5407-9aad-5290dd7ab264"
version = "0.4.5"

[[deps.ImageQualityIndexes]]
deps = ["ImageContrastAdjustment", "ImageCore", "ImageDistances", "ImageFiltering", "LazyModules", "OffsetArrays", "PrecompileTools", "Statistics"]
git-tree-sha1 = "783b70725ed326340adf225be4889906c96b8fd1"
uuid = "2996bd0c-7a13-11e9-2da2-2f5ce47296a9"
version = "0.3.7"

[[deps.ImageSegmentation]]
deps = ["Clustering", "DataStructures", "Distances", "Graphs", "ImageCore", "ImageFiltering", "ImageMorphology", "LinearAlgebra", "MetaGraphs", "RegionTrees", "SimpleWeightedGraphs", "StaticArrays", "Statistics"]
git-tree-sha1 = "3ff0ca203501c3eedde3c6fa7fd76b703c336b5f"
uuid = "80713f31-8817-5129-9cf8-209ff8fb23e1"
version = "1.8.2"

[[deps.ImageShow]]
deps = ["Base64", "ColorSchemes", "FileIO", "ImageBase", "ImageCore", "OffsetArrays", "StackViews"]
git-tree-sha1 = "3b5344bcdbdc11ad58f3b1956709b5b9345355de"
uuid = "4e3cecfd-b093-5904-9786-8bbb286a6a31"
version = "0.3.8"

[[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.ImageView]]
deps = ["AxisArrays", "Cairo", "Compat", "Graphics", "Gtk4", "GtkObservables", "ImageBase", "ImageCore", "ImageMetadata", "MultiChannelColors", "PrecompileTools", "RoundingIntegers", "StatsBase"]
git-tree-sha1 = "3dbbb37376589f41c2373303fa2b6258cbdbfec9"
uuid = "86fae568-95e7-573e-a6b2-d8a6b900c9ef"
version = "0.12.1"

[[deps.Images]]
deps = ["Base64", "FileIO", "Graphics", "ImageAxes", "ImageBase", "ImageBinarization", "ImageContrastAdjustment", "ImageCore", "ImageCorners", "ImageDistances", "ImageFiltering", "ImageIO", "ImageMagick", "ImageMetadata", "ImageMorphology", "ImageQualityIndexes", "ImageSegmentation", "ImageShow", "ImageTransformations", "IndirectArrays", "IntegralArrays", "Random", "Reexport", "SparseArrays", "StaticArrays", "Statistics", "StatsBase", "TiledIteration"]
git-tree-sha1 = "d438268ed7a665f8322572be0dabda83634d5f45"
uuid = "916415d5-f1e6-5110-898d-aaa5f9f070e0"
version = "0.26.0"

[[deps.Imath_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "3d09a9f60edf77f8a4d99f9e015e8fbf9989605d"
uuid = "905a6f67-0a94-5f89-b386-d35d92009cd1"
version = "3.1.7+0"

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

[[deps.Inflate]]
git-tree-sha1 = "ea8031dea4aff6bd41f1df8f2fdfb25b33626381"
uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9"
version = "0.1.4"

[[deps.IntegralArrays]]
deps = ["ColorTypes", "FixedPointNumbers", "IntervalSets"]
git-tree-sha1 = "be8e690c3973443bec584db3346ddc904d4884eb"
uuid = "1d092043-8f09-5a30-832f-7509e371ab51"
version = "0.1.5"

[[deps.IntelOpenMP_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
version = "2024.0.2+0"

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

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

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

[[deps.IntervalSets]]
deps = ["Dates", "Random"]
git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
uuid = "8197267c-284f-5f27-9208-e0e47529a953"
version = "0.7.8"
weakdeps = ["Statistics"]

    [deps.IntervalSets.extensions]
    IntervalSetsStatisticsExt = "Statistics"

[[deps.IrrationalConstants]]
git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
version = "0.2.2"

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

[[deps.JLD2]]
deps = ["FileIO", "MacroTools", "Mmap", "OrderedCollections", "Pkg", "PrecompileTools", "Printf", "Reexport", "Requires", "TranscodingStreams", "UUIDs"]
git-tree-sha1 = "7c0008f0b7622c6c0ee5c65cbc667b69f8a65672"
uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
version = "0.4.45"

[[deps.JLFzf]]
deps = ["Pipe", "REPL", "Random", "fzf_jll"]
git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
version = "0.1.7"

[[deps.JLLWrappers]]
deps = ["Artifacts", "Preferences"]
git-tree-sha1 = "7e5d6779a1e09a36db2a7b6cff50942a0a7d0fca"
uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
version = "1.5.0"

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

[[deps.JpegTurbo]]
deps = ["CEnum", "FileIO", "ImageCore", "JpegTurbo_jll", "TOML"]
git-tree-sha1 = "fa6d0bcff8583bac20f1ffa708c3913ca605c611"
uuid = "b835a17e-a41a-41e7-81f0-2f016b05efe0"
version = "0.1.5"

[[deps.JpegTurbo_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
version = "3.0.1+0"

[[deps.LAME_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "f6250b16881adf048549549fba48b1161acdac8c"
uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
version = "3.100.1+0"

[[deps.LERC_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "bf36f528eec6634efc60d7ec062008f171071434"
uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
version = "3.0.0+1"

[[deps.LLVMOpenMP_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
version = "15.0.7+0"

[[deps.LZO_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "e5b909bcf985c5e2605737d2ce278ed791b89be6"
uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
version = "2.10.1+0"

[[deps.LaTeXStrings]]
git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
version = "1.3.1"

[[deps.Latexify]]
deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
git-tree-sha1 = "f428ae552340899a935973270b8d98e5a31c49fe"
uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
version = "0.16.1"

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

    [deps.Latexify.weakdeps]
    DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
    SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"

[[deps.LayoutPointers]]
deps = ["ArrayInterface", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface"]
git-tree-sha1 = "62edfee3211981241b57ff1cedf4d74d79519277"
uuid = "10f19ff3-798f-405d-979b-55457f8fc047"
version = "0.1.15"

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

[[deps.LazyModules]]
git-tree-sha1 = "a560dd966b386ac9ae60bdd3a3d3a326062d3c3e"
uuid = "8cdb02fc-e678-4876-92c5-9defec4f444e"
version = "0.3.1"

[[deps.LibCURL]]
deps = ["LibCURL_jll", "MozillaCACerts_jll"]
uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
version = "0.6.4"

[[deps.LibCURL_jll]]
deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
version = "8.4.0+0"

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

[[deps.LibGit2_jll]]
deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
version = "1.6.4+0"

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

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

[[deps.Libepoxy_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libX11_jll"]
git-tree-sha1 = "7a0158b71f8be5c771e7a273183b2d0ac35278c5"
uuid = "42c93a91-0102-5b3f-8f9d-e41de60ac950"
version = "1.5.10+0"

[[deps.Libffi_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "0b4a5d71f3e5200a7dff793393e09dfc2d874290"
uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
version = "3.2.2+1"

[[deps.Libgcrypt_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll", "Pkg"]
git-tree-sha1 = "64613c82a59c120435c067c2b809fc61cf5166ae"
uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
version = "1.8.7+0"

[[deps.Libglvnd_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll", "Xorg_libXext_jll"]
git-tree-sha1 = "6f73d1dd803986947b2c750138528a999a6c7733"
uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
version = "1.6.0+0"

[[deps.Libgpg_error_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "c333716e46366857753e273ce6a69ee0945a6db9"
uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
version = "1.42.0+0"

[[deps.Libiconv_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "f9557a255370125b405568f9767d6d195822a175"
uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
version = "1.17.0+0"

[[deps.Libmount_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "9c30530bf0effd46e15e0fdcf2b8636e78cbbd73"
uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
version = "2.35.0+0"

[[deps.Librsvg_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pango_jll", "Pkg", "gdk_pixbuf_jll"]
git-tree-sha1 = "ae0923dab7324e6bc980834f709c4cd83dd797ed"
uuid = "925c91fb-5dd6-59dd-8e8c-345e74382d89"
version = "2.54.5+0"

[[deps.Libtiff_jll]]
deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "Pkg", "Zlib_jll", "Zstd_jll"]
git-tree-sha1 = "3eb79b0ca5764d4799c06699573fd8f533259713"
uuid = "89763e89-9b03-5906-acba-b20f662cd828"
version = "4.4.0+0"

[[deps.Libuuid_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "7f3efec06033682db852f8b3bc3c1d2b0a0ab066"
uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
version = "2.36.0+0"

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

[[deps.LogExpFunctions]]
deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
git-tree-sha1 = "7d6dd4e9212aebaeed356de34ccf262a3cd415aa"
uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
version = "0.3.26"

    [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"

[[deps.LoggingExtras]]
deps = ["Dates", "Logging"]
git-tree-sha1 = "c1dd6d7978c12545b4179fb6153b9250c96b0075"
uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
version = "1.0.3"

[[deps.LoopVectorization]]
deps = ["ArrayInterface", "CPUSummary", "CloseOpenIntervals", "DocStringExtensions", "HostCPUFeatures", "IfElse", "LayoutPointers", "LinearAlgebra", "OffsetArrays", "PolyesterWeave", "PrecompileTools", "SIMDTypes", "SLEEFPirates", "Static", "StaticArrayInterface", "ThreadingUtilities", "UnPack", "VectorizationBase"]
git-tree-sha1 = "0f5648fbae0d015e3abe5867bca2b362f67a5894"
uuid = "bdcacae8-1622-11e9-2a5c-532679323890"
version = "0.12.166"

    [deps.LoopVectorization.extensions]
    ForwardDiffExt = ["ChainRulesCore", "ForwardDiff"]
    SpecialFunctionsExt = "SpecialFunctions"

    [deps.LoopVectorization.weakdeps]
    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
    SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"

[[deps.LowRankApprox]]
deps = ["FFTW", "LinearAlgebra", "LowRankMatrices", "Nullables", "Random", "SparseArrays"]
git-tree-sha1 = "031af63ba945e23424815014ba0e59c28f5aed32"
uuid = "898213cb-b102-5a47-900c-97e73b919f73"
version = "0.5.5"

[[deps.LowRankMatrices]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "44c5a4f2669a78c7947de06985da1eadacd1b085"
uuid = "e65ccdef-c354-471a-8090-89bec1c20ec3"
version = "1.0.0"

    [deps.LowRankMatrices.extensions]
    LowRankMatricesFillArraysExt = "FillArrays"

    [deps.LowRankMatrices.weakdeps]
    FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b"

[[deps.MIMEs]]
git-tree-sha1 = "65f28ad4b594aebe22157d6fac869786a255b7eb"
uuid = "6c6e2e6c-3030-632d-7369-2d6c69616d65"
version = "0.1.4"

[[deps.MKL_jll]]
deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
version = "2024.0.0+0"

[[deps.MacroTools]]
deps = ["Markdown", "Random"]
git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df"
uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
version = "0.5.13"

[[deps.ManualMemory]]
git-tree-sha1 = "bcaef4fc7a0cfe2cba636d84cda54b5e4e4ca3cd"
uuid = "d125e4d3-2237-4719-b19c-fa641b8a4667"
version = "0.1.8"

[[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"

[[deps.MbedTLS]]
deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
version = "1.1.9"

[[deps.MbedTLS_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
version = "2.28.2+1"

[[deps.Measures]]
git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102"
uuid = "442fdcdd-2543-5da2-b0f3-8c86c306513e"
version = "0.3.2"

[[deps.MetaGraphs]]
deps = ["Graphs", "JLD2", "Random"]
git-tree-sha1 = "1130dbe1d5276cb656f6e1094ce97466ed700e5a"
uuid = "626554b9-1ddb-594c-aa3c-2596fe9399a5"
version = "0.7.2"

[[deps.Missings]]
deps = ["DataAPI"]
git-tree-sha1 = "f66bdc5de519e8f8ae43bdc598782d35a25b1272"
uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
version = "1.1.0"

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

[[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 = "2023.1.10"

[[deps.MultiChannelColors]]
deps = ["ColorTypes", "ColorVectorSpace", "Colors", "Compat", "FixedPointNumbers", "LinearAlgebra", "Reexport", "Requires"]
git-tree-sha1 = "d29b08ad606124069ca263f9439c00c23f531ea6"
uuid = "d4071afc-4203-49ee-90bc-13ebeb18d604"
version = "0.1.3"

[[deps.NaNMath]]
deps = ["OpenLibm_jll"]
git-tree-sha1 = "0877504529a3e5c3343c6f8b4c0381e57e4387e4"
uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
version = "1.0.2"

[[deps.NearestNeighbors]]
deps = ["Distances", "StaticArrays"]
git-tree-sha1 = "ded64ff6d4fdd1cb68dfcbb818c69e144a5b2e4c"
uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
version = "0.4.16"

[[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.Nullables]]
git-tree-sha1 = "8f87854cc8f3685a60689d8edecaa29d2251979b"
uuid = "4d1e1d77-625e-5b40-9113-a560ec7a8ecd"
version = "1.0.0"

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

[[deps.OffsetArrays]]
git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
version = "1.13.0"
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.OpenBLAS_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
version = "0.3.23+4"

[[deps.OpenEXR]]
deps = ["Colors", "FileIO", "OpenEXR_jll"]
git-tree-sha1 = "327f53360fdb54df7ecd01e96ef1983536d1e633"
uuid = "52e1d378-f018-4a11-a4be-720524705ac7"
version = "0.3.2"

[[deps.OpenEXR_jll]]
deps = ["Artifacts", "Imath_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "a4ca623df1ae99d09bc9868b008262d0c0ac1e4f"
uuid = "18a262bb-aa17-5467-a713-aee519bc75cb"
version = "3.1.4+0"

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

[[deps.OpenSSL]]
deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"]
git-tree-sha1 = "51901a49222b09e3743c65b8847687ae5fc78eb2"
uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c"
version = "1.4.1"

[[deps.OpenSSL_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
version = "1.1.23+0"

[[deps.OpenSpecFun_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1"
uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
version = "0.5.5+0"

[[deps.Opus_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "51a08fb14ec28da2ec7a927c4337e4332c2a4720"
uuid = "91d4177d-7536-5919-b921-800302f37372"
version = "1.3.2+0"

[[deps.OrderedCollections]]
git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
version = "1.6.3"

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

[[deps.PNGFiles]]
deps = ["Base64", "CEnum", "ImageCore", "IndirectArrays", "OffsetArrays", "libpng_jll"]
git-tree-sha1 = "67186a2bc9a90f9f85ff3cc8277868961fb57cbd"
uuid = "f57f5aa1-a3ce-4bc8-8ab9-96f992907883"
version = "0.4.3"

[[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 = "4745216e94f71cb768d58330b059c9b76f32cb66"
uuid = "36c8627f-9965-5494-a995-c6b170f724f3"
version = "1.50.14+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 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
version = "2.8.1"

[[deps.Pipe]]
git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
uuid = "b98c9c47-44ae-5843-9183-064241ee97a0"
version = "1.3.0"

[[deps.Pixman_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"]
git-tree-sha1 = "64779bc4c9784fee475689a1752ef4d5747c5e87"
uuid = "30392449-352a-5448-841d-b1acce4e97dc"
version = "0.42.2+0"

[[deps.Pkg]]
deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
version = "1.10.0"

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

[[deps.PlotThemes]]
deps = ["PlotUtils", "Statistics"]
git-tree-sha1 = "1f03a2d339f42dca4a4da149c7e15e9b896ad899"
uuid = "ccf2f8ad-2431-5c83-bf29-c5338b663b6a"
version = "3.1.0"

[[deps.PlotUtils]]
deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "Statistics"]
git-tree-sha1 = "862942baf5663da528f66d24996eb6da85218e76"
uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
version = "1.4.0"

[[deps.Plots]]
deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
git-tree-sha1 = "38a748946dca52a622e79eea6ed35c6737499109"
uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
version = "1.40.0"

    [deps.Plots.extensions]
    FileIOExt = "FileIO"
    GeometryBasicsExt = "GeometryBasics"
    IJuliaExt = "IJulia"
    ImageInTerminalExt = "ImageInTerminal"
    UnitfulExt = "Unitful"

    [deps.Plots.weakdeps]
    FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
    GeometryBasics = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
    IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a"
    ImageInTerminal = "d8c32880-2388-543b-8c61-d9f865259254"
    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"

[[deps.PlutoUI]]
deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
git-tree-sha1 = "68723afdb616445c6caaef6255067a8339f91325"
uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
version = "0.7.55"

[[deps.PolyesterWeave]]
deps = ["BitTwiddlingConvenienceFunctions", "CPUSummary", "IfElse", "Static", "ThreadingUtilities"]
git-tree-sha1 = "240d7170f5ffdb285f9427b92333c3463bf65bf6"
uuid = "1d0040c9-8b98-4ee7-8388-3f51789ca0ad"
version = "0.2.1"

[[deps.Polynomials]]
deps = ["LinearAlgebra", "RecipesBase"]
git-tree-sha1 = "3aa2bb4982e575acd7583f01531f241af077b163"
uuid = "f27b6e38-b328-58d1-80ce-0feddd5e7a45"
version = "3.2.13"

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

    [deps.Polynomials.weakdeps]
    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
    MakieCore = "20f20a25-4f0e-4fdf-b5d1-57303727442b"
    MutableArithmetics = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"

[[deps.PrecompileTools]]
deps = ["Preferences"]
git-tree-sha1 = "03b4c25b43cb84cee5c90aa9b5ea0a78fd848d2f"
uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
version = "1.2.0"

[[deps.Preferences]]
deps = ["TOML"]
git-tree-sha1 = "00805cd429dcb4870060ff49ef443486c262e38e"
uuid = "21216c6a-2e73-6563-6e65-726566657250"
version = "1.4.1"

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

[[deps.ProgressMeter]]
deps = ["Distributed", "Printf"]
git-tree-sha1 = "00099623ffee15972c16111bcf84c58a0051257c"
uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
version = "1.9.0"

[[deps.QOI]]
deps = ["ColorTypes", "FileIO", "FixedPointNumbers"]
git-tree-sha1 = "18e8f4d1426e965c7b532ddd260599e1510d26ce"
uuid = "4b34888f-f399-49d4-9bb3-47ed5cae4e65"
version = "1.0.0"

[[deps.Qt5Base_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "xkbcommon_jll"]
git-tree-sha1 = "0c03844e2231e12fda4d0086fd7cbe4098ee8dc5"
uuid = "ea2cea3b-5b76-57ae-a6ef-0a8af62496e1"
version = "5.15.3+2"

[[deps.Quaternions]]
deps = ["LinearAlgebra", "Random", "RealDot"]
git-tree-sha1 = "9a46862d248ea548e340e30e2894118749dc7f51"
uuid = "94ee1d12-ae83-5a48-8b1c-48b8ff168ae0"
version = "0.7.5"

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

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

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

[[deps.Ratios]]
deps = ["Requires"]
git-tree-sha1 = "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.RecipesPipeline]]
deps = ["Dates", "NaNMath", "PlotUtils", "PrecompileTools", "RecipesBase"]
git-tree-sha1 = "45cf9fd0ca5839d06ef333c8201714e888486342"
uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
version = "0.6.12"

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

[[deps.RegionTrees]]
deps = ["IterTools", "LinearAlgebra", "StaticArrays"]
git-tree-sha1 = "4618ed0da7a251c7f92e869ae1a19c74a7d2a7f9"
uuid = "dee08c22-ab7f-5625-9660-a9af2021b33f"
version = "0.3.2"

[[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 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
uuid = "ae029012-a4dd-5104-9daa-d747884805df"
version = "1.3.0"

[[deps.Rotations]]
deps = ["LinearAlgebra", "Quaternions", "Random", "StaticArrays"]
git-tree-sha1 = "792d8fd4ad770b6d517a13ebb8dadfcac79405b8"
uuid = "6038ab10-8711-5258-84ad-4b1120ba62dc"
version = "1.6.1"

[[deps.RoundingIntegers]]
git-tree-sha1 = "99acd97f396ea71a5be06ba6de5c9defe188a778"
uuid = "d5f540fe-1c90-5db3-b776-2e2f362d9394"
version = "1.1.0"

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

[[deps.SIMDTypes]]
git-tree-sha1 = "330289636fb8107c5f32088d2741e9fd7a061a5c"
uuid = "94e857df-77ce-4151-89e5-788b33177be4"
version = "0.1.0"

[[deps.SLEEFPirates]]
deps = ["IfElse", "Static", "VectorizationBase"]
git-tree-sha1 = "3aac6d68c5e57449f5b9b865c9ba50ac2970c4cf"
uuid = "476501e8-09a2-5ece-8869-fb82de89a1fa"
version = "0.6.42"

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

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

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

[[deps.Showoff]]
deps = ["Dates", "Grisu"]
git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de"
uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
version = "1.0.3"

[[deps.SimpleBufferStream]]
git-tree-sha1 = "874e8867b33a00e784c8a7e4b60afe9e037b74e1"
uuid = "777ac1f9-54b0-4bf8-805c-2214025038e7"
version = "1.1.0"

[[deps.SimpleTraits]]
deps = ["InteractiveUtils", "MacroTools"]
git-tree-sha1 = "5d7e3f4e11935503d3ecaf7186eac40602e7d231"
uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
version = "0.9.4"

[[deps.SimpleWeightedGraphs]]
deps = ["Graphs", "LinearAlgebra", "Markdown", "SparseArrays"]
git-tree-sha1 = "4b33e0e081a825dbfaf314decf58fa47e53d6acb"
uuid = "47aef6b3-ad0c-573a-a1e2-d07658019622"
version = "1.4.0"

[[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"

[[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 = "1.10.0"

[[deps.SpecialFunctions]]
deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
git-tree-sha1 = "e2cfc4012a19088254b3950b85c3c1d8882d864d"
uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
version = "2.3.1"
weakdeps = ["ChainRulesCore"]

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

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

[[deps.Static]]
deps = ["IfElse"]
git-tree-sha1 = "f295e0a1da4ca425659c57441bcb59abb035a4bc"
uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3"
version = "0.8.8"

[[deps.StaticArrayInterface]]
deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Requires", "SparseArrays", "Static", "SuiteSparse"]
git-tree-sha1 = "5d66818a39bb04bf328e92bc933ec5b4ee88e436"
uuid = "0d7ed370-da01-4f52-bd93-41d350b8b718"
version = "1.5.0"
weakdeps = ["OffsetArrays", "StaticArrays"]

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

[[deps.StaticArrays]]
deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
git-tree-sha1 = "7b0e9c14c624e435076d19aea1e5cbdec2b9ca37"
uuid = "90137ffa-7385-5640-81b9-e52037218182"
version = "1.9.2"
weakdeps = ["ChainRulesCore", "Statistics"]

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

[[deps.StaticArraysCore]]
git-tree-sha1 = "36b3d696ce6366023a0ea192b4cd442268995a0d"
uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
version = "1.4.2"

[[deps.Statistics]]
deps = ["LinearAlgebra", "SparseArrays"]
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
version = "1.10.0"

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

[[deps.StatsBase]]
deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
git-tree-sha1 = "1d77abd07f617c4868c33d4f5b9e1dbb2643c9cf"
uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
version = "0.34.2"

[[deps.StringDistances]]
deps = ["Distances", "StatsAPI"]
git-tree-sha1 = "ceeef74797d961aee825aabf71446d6aba898acb"
uuid = "88034a9c-02f8-509d-84a9-84ec65e18404"
version = "0.11.2"

[[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 = "7.2.1+1"

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

[[deps.Tar]]
deps = ["ArgTools", "SHA"]
uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
version = "1.10.0"

[[deps.TensorCore]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6"
uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50"
version = "0.1.1"

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

[[deps.TestImages]]
deps = ["AxisArrays", "ColorTypes", "FileIO", "ImageIO", "ImageMagick", "OffsetArrays", "Pkg", "StringDistances"]
git-tree-sha1 = "0567860ec35a94c087bd98f35de1dddf482d7c67"
uuid = "5e47fb64-e119-507b-a336-dd2b206d9990"
version = "1.8.0"

[[deps.ThreadingUtilities]]
deps = ["ManualMemory"]
git-tree-sha1 = "eda08f7e9818eb53661b3deb74e3159460dfbc27"
uuid = "8290d209-cae3-49c0-8002-c8c24d57dab5"
version = "0.5.2"

[[deps.TiffImages]]
deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "UUIDs"]
git-tree-sha1 = "34cc045dd0aaa59b8bbe86c644679bc57f1d5bd0"
uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
version = "0.6.8"

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

[[deps.TranscodingStreams]]
git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
version = "0.10.2"
weakdeps = ["Random", "Test"]

    [deps.TranscodingStreams.extensions]
    TestExt = ["Test", "Random"]

[[deps.Tricks]]
git-tree-sha1 = "eae1bb484cd63b36999ee58be2de6c178105112f"
uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775"
version = "0.1.8"

[[deps.URIs]]
git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b"
uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
version = "1.5.1"

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

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

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

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

[[deps.Unitful]]
deps = ["Dates", "LinearAlgebra", "Random"]
git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
version = "1.19.0"

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

    [deps.Unitful.weakdeps]
    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"

[[deps.UnitfulLatexify]]
deps = ["LaTeXStrings", "Latexify", "Unitful"]
git-tree-sha1 = "e2d817cc500e960fdbafcf988ac8436ba3208bfd"
uuid = "45397f5d-5981-4c77-b2b3-fc36d6e9b728"
version = "1.6.3"

[[deps.Unzip]]
git-tree-sha1 = "ca0969166a028236229f63514992fc073799bb78"
uuid = "41fe7b60-77ed-43a1-b4f0-825fd5a5650d"
version = "0.2.0"

[[deps.VectorizationBase]]
deps = ["ArrayInterface", "CPUSummary", "HostCPUFeatures", "IfElse", "LayoutPointers", "Libdl", "LinearAlgebra", "SIMDTypes", "Static", "StaticArrayInterface"]
git-tree-sha1 = "7209df901e6ed7489fe9b7aa3e46fb788e15db85"
uuid = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f"
version = "0.21.65"

[[deps.Wavelets]]
deps = ["DSP", "FFTW", "LinearAlgebra", "Reexport", "SpecialFunctions", "Statistics"]
git-tree-sha1 = "f514f9b16f6a15552c6aad7b03afc7b9a8478ef4"
uuid = "29a6e085-ba6d-5f35-a997-948ac2efa89a"
version = "0.10.0"

[[deps.Wayland_jll]]
deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg", "XML2_jll"]
git-tree-sha1 = "7558e29847e99bc3f04d6569e82d0f5c54460703"
uuid = "a2964d1f-97da-50d4-b82a-358c7fce9d89"
version = "1.21.0+1"

[[deps.Wayland_protocols_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "93f43ab61b16ddfb2fd3bb13b3ce241cafb0e6c9"
uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91"
version = "1.31.0+0"

[[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 = "801cbe47eae69adc50f36c3caec4758d2650741b"
uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
version = "2.12.2+0"

[[deps.XSLT_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
git-tree-sha1 = "91844873c4085240b95e795f692c4cec4d805f8a"
uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
version = "1.1.34+0"

[[deps.Xorg_libX11_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
git-tree-sha1 = "afead5aba5aa507ad5a3bf01f58f82c8d1403495"
uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
version = "1.8.6+0"

[[deps.Xorg_libXau_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "6035850dcc70518ca32f012e46015b9beeda49d8"
uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
version = "1.0.11+0"

[[deps.Xorg_libXcursor_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXfixes_jll", "Xorg_libXrender_jll"]
git-tree-sha1 = "12e0eb3bc634fa2080c1c37fccf56f7c22989afd"
uuid = "935fb764-8cf2-53bf-bb30-45bb1f8bf724"
version = "1.2.0+4"

[[deps.Xorg_libXdamage_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXfixes_jll"]
git-tree-sha1 = "fe4ffb2024ba3eddc862c6e1d70e2b070cd1c2bf"
uuid = "0aeada51-83db-5f97-b67e-184615cfc6f6"
version = "1.1.5+4"

[[deps.Xorg_libXdmcp_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "34d526d318358a859d7de23da945578e8e8727b7"
uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
version = "1.1.4+0"

[[deps.Xorg_libXext_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
git-tree-sha1 = "b7c0aa8c376b31e4852b360222848637f481f8c3"
uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
version = "1.3.4+4"

[[deps.Xorg_libXfixes_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
git-tree-sha1 = "0e0dc7431e7a0587559f9294aeec269471c991a4"
uuid = "d091e8ba-531a-589c-9de9-94069b037ed8"
version = "5.0.3+4"

[[deps.Xorg_libXi_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXfixes_jll"]
git-tree-sha1 = "89b52bc2160aadc84d707093930ef0bffa641246"
uuid = "a51aa0fd-4e3c-5386-b890-e753decda492"
version = "1.7.10+4"

[[deps.Xorg_libXinerama_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll"]
git-tree-sha1 = "26be8b1c342929259317d8b9f7b53bf2bb73b123"
uuid = "d1454406-59df-5ea1-beac-c340f2130bc3"
version = "1.1.4+4"

[[deps.Xorg_libXrandr_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
git-tree-sha1 = "34cea83cb726fb58f325887bf0612c6b3fb17631"
uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
version = "1.5.2+4"

[[deps.Xorg_libXrender_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
git-tree-sha1 = "19560f30fd49f4d4efbe7002a1037f8c43d43b96"
uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
version = "0.9.10+4"

[[deps.Xorg_libpthread_stubs_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "8fdda4c692503d44d04a0603d9ac0982054635f9"
uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
version = "0.1.1+0"

[[deps.Xorg_libxcb_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
git-tree-sha1 = "b4bfde5d5b652e22b9c790ad00af08b6d042b97d"
uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
version = "1.15.0+0"

[[deps.Xorg_libxkbfile_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
git-tree-sha1 = "730eeca102434283c50ccf7d1ecdadf521a765a4"
uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a"
version = "1.1.2+0"

[[deps.Xorg_xcb_util_image_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97"
uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b"
version = "0.4.0+1"

[[deps.Xorg_xcb_util_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"]
git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1"
uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5"
version = "0.4.0+1"

[[deps.Xorg_xcb_util_keysyms_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00"
uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7"
version = "0.4.0+1"

[[deps.Xorg_xcb_util_renderutil_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e"
uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e"
version = "0.3.9+1"

[[deps.Xorg_xcb_util_wm_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67"
uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361"
version = "0.4.1+1"

[[deps.Xorg_xkbcomp_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxkbfile_jll"]
git-tree-sha1 = "330f955bc41bb8f5270a369c473fc4a5a4e4d3cb"
uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4"
version = "1.4.6+0"

[[deps.Xorg_xkeyboard_config_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xkbcomp_jll"]
git-tree-sha1 = "691634e5453ad362044e2ad653e79f3ee3bb98c3"
uuid = "33bec58e-1273-512f-9401-5d533626f822"
version = "2.39.0+0"

[[deps.Xorg_xtrans_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "e92a1a012a10506618f10b7047e478403a046c77"
uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
version = "1.5.0+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 = "49ce682769cd5de6c72dcf1b94ed7790cd08974c"
uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
version = "1.5.5+0"

[[deps.adwaita_icon_theme_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "hicolor_icon_theme_jll"]
git-tree-sha1 = "28401767f30e5743ef5e3b0be71417bc911d3952"
uuid = "b437f822-2cd6-5e08-a15c-8bac984d38ee"
version = "43.0.1+0"

[[deps.fzf_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
version = "0.43.0+0"

[[deps.gdk_pixbuf_jll]]
deps = ["Artifacts", "Glib_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pkg", "Xorg_libX11_jll", "libpng_jll"]
git-tree-sha1 = "e9190f9fb03f9c3b15b9fb0c380b0d57a3c8ea39"
uuid = "da03df04-f53b-5353-a52f-6a8b0620ced0"
version = "2.42.8+0"

[[deps.hicolor_icon_theme_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "b458a6f6fc2b1a8ca74ed63852e4eaf43fb9f5ea"
uuid = "059c91fe-1bad-52ad-bddd-f7b78713c282"
version = "0.17.0+3"

[[deps.iso_codes_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "d837a5d2a19d54243dafb6cc98d0f590a603dfa1"
uuid = "bf975903-5238-5d20-8243-bc370bc1e7e5"
version = "4.15.1+0"

[[deps.libaom_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "3a2ea60308f0996d26f1e5354e10c24e9ef905d4"
uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
version = "3.4.0+0"

[[deps.libass_jll]]
deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
git-tree-sha1 = "5982a94fcba20f02f42ace44b9894ee2b140fe47"
uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
version = "0.15.1+0"

[[deps.libblastrampoline_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
version = "5.8.0+1"

[[deps.libfdk_aac_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "daacc84a041563f965be61859a36e17c4e4fcd55"
uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
version = "2.0.2+0"

[[deps.libpng_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
version = "1.6.40+0"

[[deps.libsixel_jll]]
deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]
git-tree-sha1 = "d4f63314c8aa1e48cd22aa0c17ed76cd1ae48c3c"
uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
version = "1.10.3+0"

[[deps.libvorbis_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
git-tree-sha1 = "b910cb81ef3fe6e78bf6acee440bda86fd6ae00c"
uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
version = "1.3.7+1"

[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.52.0+1"

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

[[deps.x264_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2"
uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
version = "2021.5.5+0"

[[deps.x265_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9"
uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
version = "3.5.0+0"

[[deps.xkbcommon_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
git-tree-sha1 = "9c304562909ab2bab0262639bd4f444d7bc2be37"
uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
version = "1.4.1+1"
"""

# ╔═╡ Cell order:
# ╟─bf5554d5-5c14-48bb-8dda-bf264cf660a9
# ╟─01c7773f-777f-4fd5-860f-707113847a08
# ╟─f93d2f62-0996-42c7-872e-dcf5b17bab63
# ╟─36bedae1-8e65-4601-96a1-fbe521af1777
# ╟─fb694744-9b0d-4416-8d88-1323aec3ce9e
# ╟─cca11b50-4614-4033-80cd-a2404fc6685f
# ╟─99356e74-9e65-47f0-baf0-492750795063
# ╟─6b1ce739-aca6-47d6-842a-701712b2cc61
# ╟─de96f98e-7217-496f-9bf0-6c3e13706ec0
# ╟─b9212600-820b-4edc-a265-ddf8334700c9
# ╟─b0b82a93-e29c-4c68-a2a7-45f181658f19
# ╟─3c393bc2-7da4-431b-a984-e8db6a97f5dc
# ╟─fe147b2f-fdc8-4f6e-8efa-fb04862aa2dd
# ╟─4d12cd8c-7d1d-4611-887f-bfdd53da48e9
# ╟─7aeb1dd0-19d3-4ab5-9767-b52f1d0d6fe7
# ╟─4a79dcb1-a2a8-4cb7-863c-9ca9e8f88e66
# ╟─2b8cafe5-0efb-4892-957c-055c63bf23ed
# ╟─6468175c-7a79-4ab8-8879-eb442694c06d
# ╟─33e36dbc-6682-4de6-a911-7eb2a0ec4f05
# ╟─a9f38308-8483-4b3a-9160-f2622027c7e2
# ╟─00000000-0000-0000-0000-000000000001
# ╟─00000000-0000-0000-0000-000000000002