Changes

docs/index.html

@@ -30,10 +30,10 @@ <h1>Index of GIAN-Applied-NLA-Course</h1>
  <li><a href="L11 Spectral Graph K-partitioning.html">L11 Spectral Graph K-partitioning.html</a>
  <li><a href="L12 Spectral Partitioning of Bipartite Graphs.html">L12 Spectral Partitioning of Bipartite Graphs.html</a>
  <li><a href="L12a Matematika1.html">L12a Matematika1.html</a>
- <li><a href="L13 Sparse plus Low-Rank Splitting.jl.html">L13 Sparse plus Low-Rank Splitting.jl.html</a>
- <li><a href="L13a Sparse plus Low-Rank Splitting of Video.jl.html">L13a Sparse plus Low-Rank Splitting of Video.jl.html</a>
+ <li><a href="L13 Sparse plus Low-Rank Splitting.html">L13 Sparse plus Low-Rank Splitting.html</a>
+ <li><a href="L13a Sparse plus Low-Rank Splitting of Video.html">L13a Sparse plus Low-Rank Splitting of Video.html</a>
  <li><a href="L14 Signal Decomposition Using EVD of Hankel Matrices.html">L14 Signal Decomposition Using EVD of Hankel Matrices.jl.html</a>
- <li><a href="L15 Compressive Sensing.jl.html">L15 Compressive Sensing.jl.html</a>
+ <li><a href="L15 Compressive Sensing.html">L15 Compressive Sensing.html</a>
  <li><a href="L16 Principal Component Analysis.jl.html">L16 Principal Component Analysis.jl.html</a>
  <li><a href="L17 Randomized Linear Algebra.jl.html">L17 Randomized Linear Algebra.jl.html</a>
  </ul>

src/Applications/L11 Spectral Graph K-partitioning.jl

@@ -7,8 +7,8 @@ using InteractiveUtils
 # ╔═╡ 94dde840-54f6-4fe4-846b-bc15f8fca9fa
 begin
 	# Packages
-	using PlutoUI, LinearAlgebra, Random, Clustering, SparseArrays
-	using LinearAlgebra, Plots, Distances, Arpack
+	using PlutoUI, Random, Clustering, SparseArrays
+	using LinearAlgebra, Plots, Distances
 	using Graphs, GraphPlot
 end
 
@@ -288,9 +288,6 @@ begin
 	plotKpartresult(out₁.assignments,X)
 end
 
-# ╔═╡ 4b112c6a-122f-4ed4-a5ef-a32aef9fab69
-E₁
-
 # ╔═╡ 7c72773d-0915-4ef0-aa7e-7f0474426bfa
 begin
 	# Normalized Laplacian
@@ -306,7 +303,6 @@ end
 # ╔═╡ 00000000-0000-0000-0000-000000000001
 PLUTO_PROJECT_TOML_CONTENTS = """
 [deps]
-Arpack = "7d9fca2a-8960-54d3-9f78-7d1dccf2cb97"
 Clustering = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
 Distances = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
 GraphPlot = "a2cc645c-3eea-5389-862e-a155d0052231"
@@ -318,10 +314,9 @@ Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [compat]
-Arpack = "~0.5.4"
 Clustering = "~0.15.7"
 Distances = "~0.10.11"
-GraphPlot = "~0.5.2"
+GraphPlot = "~0.6.0"
 Graphs = "~1.9.0"
 Plots = "~1.40.4"
 PlutoUI = "~0.7.59"
@@ -333,7 +328,7 @@ PLUTO_MANIFEST_TOML_CONTENTS = """
 
 julia_version = "1.10.3"
 manifest_format = "2.0"
-project_hash = "8b4e5b838efb2ef090e8f4ca6f22aabe13d5c04c"
+project_hash = "c760c815aaf70a6d215207b14d3e22352b246df2"
 
 [[deps.AbstractPlutoDingetjes]]
 deps = ["Pkg"]
@@ -351,18 +346,6 @@ git-tree-sha1 = "62e51b39331de8911e4a7ff6f5aaf38a5f4cc0ae"
 uuid = "ec485272-7323-5ecc-a04f-4719b315124d"
 version = "0.2.0"
 
-[[deps.Arpack]]
-deps = ["Arpack_jll", "Libdl", "LinearAlgebra", "Logging"]
-git-tree-sha1 = "9b9b347613394885fd1c8c7729bfc60528faa436"
-uuid = "7d9fca2a-8960-54d3-9f78-7d1dccf2cb97"
-version = "0.5.4"
-
-[[deps.Arpack_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "OpenBLAS_jll", "Pkg"]
-git-tree-sha1 = "5ba6c757e8feccf03a1554dfaf3e26b3cfc7fd5e"
-uuid = "68821587-b530-5797-8361-c406ea357684"
-version = "3.5.1+1"
-
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 
@@ -382,9 +365,9 @@ version = "1.0.8+1"
 
 [[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 = "a4c43f59baa34011e303e76f5c8c91bf58415aaf"
+git-tree-sha1 = "a2f1c8c668c8e3cb4cca4e57a8efdb09067bb3fd"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
-version = "1.18.0+1"
+version = "1.18.0+2"
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
@@ -400,9 +383,9 @@ version = "0.7.4"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
-git-tree-sha1 = "67c1f244b991cad9b0aa4b7540fb758c2488b129"
+git-tree-sha1 = "4b270d6465eb21ae89b732182c20dc165f8bf9f2"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.24.0"
+version = "3.25.0"
 
 [[deps.ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
@@ -424,9 +407,9 @@ version = "0.10.0"
 
 [[deps.Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
-git-tree-sha1 = "fc08e5930ee9a4e03f84bfb5211cb54e7769758a"
+git-tree-sha1 = "362a287c3aa50601b0bc359053d5c2468f0e7ce0"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.12.10"
+version = "0.12.11"
 
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
@@ -545,9 +528,9 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FixedPointNumbers]]
 deps = ["Statistics"]
-git-tree-sha1 = "335bfdceacc84c5cdf16aadc768aa5ddfc5383cc"
+git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172"
 uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
-version = "0.8.4"
+version = "0.8.5"
 
 [[deps.Fontconfig_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"]
@@ -598,15 +581,15 @@ 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 = "359a1ba2e320790ddbe4ee8b4d54a305c0ea2aff"
+git-tree-sha1 = "7c82e6a6cd34e9d935e9aa4051b66c6ff3af59ba"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.80.0+0"
+version = "2.80.2+0"
 
 [[deps.GraphPlot]]
-deps = ["ArnoldiMethod", "ColorTypes", "Colors", "Compose", "DelimitedFiles", "Graphs", "LinearAlgebra", "Random", "SparseArrays"]
-git-tree-sha1 = "5cd479730a0cb01f880eff119e9803c13f214cab"
+deps = ["ArnoldiMethod", "Colors", "Compose", "DelimitedFiles", "Graphs", "LinearAlgebra", "Random", "SparseArrays"]
+git-tree-sha1 = "f76a7a0f10af6ce7f227b7a921bfe351f628ed45"
 uuid = "a2cc645c-3eea-5389-862e-a155d0052231"
-version = "0.5.2"
+version = "0.6.0"
 
 [[deps.Graphite2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -627,9 +610,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "2c3ec1f90bb4a8f7beafb0cffea8a4c3f4e636ab"
+git-tree-sha1 = "d1d712be3164d61d1fb98e7ce9bcbc6cc06b45ed"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.6"
+version = "1.10.8"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,9 +677,9 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "3336abae9a713d2210bb57ab484b1e065edd7d23"
+git-tree-sha1 = "c84a835e1a09b289ffcd2271bf2a337bbdda6637"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "3.0.2+0"
+version = "3.0.3+0"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -800,9 +783,9 @@ version = "1.17.0+0"
 
 [[deps.Libmount_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "4b683b19157282f50bfd5dcaa2efe5295814ea22"
+git-tree-sha1 = "0c4f9c4f1a50d8f35048fa0532dabbadf702f81e"
 uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
-version = "2.40.0+0"
+version = "2.40.1+0"
 
 [[deps.Libtiff_jll]]
 deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
@@ -812,9 +795,9 @@ version = "4.5.1+1"
 
 [[deps.Libuuid_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "27fd5cc10be85658cacfe11bb81bee216af13eda"
+git-tree-sha1 = "5ee6203157c120d79034c748a2acba45b82b8807"
 uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
-version = "2.40.0+0"
+version = "2.40.1+0"
 
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
@@ -962,9 +945,9 @@ version = "1.3.0"
 
 [[deps.Pixman_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"]
-git-tree-sha1 = "64779bc4c9784fee475689a1752ef4d5747c5e87"
+git-tree-sha1 = "35621f10a7531bc8fa58f74610b1bfb70a3cfc6b"
 uuid = "30392449-352a-5448-841d-b1acce4e97dc"
-version = "0.42.2+0"
+version = "0.43.4+0"
 
 [[deps.Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
@@ -1211,9 +1194,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
+git-tree-sha1 = "352edac1ad17e018186881b051960bfca78a075a"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.19.0"
+version = "1.19.1"
 
     [deps.Unitful.extensions]
     ConstructionBaseUnitfulExt = "ConstructionBase"
@@ -1552,7 +1535,6 @@ version = "1.4.1+1"
 # ╠═708a16c5-f755-490b-abcb-89788813b7d0
 # ╠═c298ccfe-f15e-4652-baa7-c122cb22f22f
 # ╠═9d8aef37-9640-4d67-9c33-bb6513938ae1
-# ╠═4b112c6a-122f-4ed4-a5ef-a32aef9fab69
 # ╠═7c72773d-0915-4ef0-aa7e-7f0474426bfa
 # ╟─00000000-0000-0000-0000-000000000001
 # ╟─00000000-0000-0000-0000-000000000002