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add chapter 8

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Bogumił Kamiński
2022-01-27 15:28:42 +01:00
parent 9bbcf7dcf8
commit 1640179daf
4 changed files with 415 additions and 47 deletions
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140
Manifest.toml
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@@ -11,13 +11,19 @@ version = "1.1.0"
[[deps.Adapt]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "9faf218ea18c51fcccaf956c8d39614c9d30fe8b"
git-tree-sha1 = "af92965fb30777147966f58acb05da51c5616b5f"
uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
version = "3.3.2"
version = "3.3.3"
[[deps.ArgTools]]
uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
[[deps.ArnoldiMethod]]
deps = ["LinearAlgebra", "Random", "StaticArrays"]
git-tree-sha1 = "62e51b39331de8911e4a7ff6f5aaf38a5f4cc0ae"
uuid = "ec485272-7323-5ecc-a04f-4719b315124d"
version = "0.2.0"
[[deps.Artifacts]]
uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
@@ -49,9 +55,9 @@ version = "1.0.8+0"
[[deps.CSV]]
deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings"]
git-tree-sha1 = "49f14b6c56a2da47608fe30aed711b5882264d7a"
git-tree-sha1 = "9519274b50500b8029973d241d32cfbf0b127d97"
uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
version = "0.9.11"
version = "0.10.2"
[[deps.Cairo_jll]]
deps = ["Artifacts", "Bzip2_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -65,11 +71,16 @@ git-tree-sha1 = "c308f209870fdbd84cb20332b6dfaf14bf3387f8"
uuid = "324d7699-5711-5eae-9e2f-1d82baa6b597"
version = "0.10.2"
[[deps.Chain]]
git-tree-sha1 = "339237319ef4712e6e5df7758d0bccddf5c237d9"
uuid = "8be319e6-bccf-4806-a6f7-6fae938471bc"
version = "0.4.10"
[[deps.ChainRulesCore]]
deps = ["Compat", "LinearAlgebra", "SparseArrays"]
git-tree-sha1 = "4c26b4e9e91ca528ea212927326ece5918a04b47"
git-tree-sha1 = "54fc4400de6e5c3e27be6047da2ef6ba355511f8"
uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
version = "1.11.2"
version = "1.11.6"
[[deps.ChangesOfVariables]]
deps = ["ChainRulesCore", "LinearAlgebra", "Test"]
@@ -91,9 +102,9 @@ version = "0.7.0"
[[deps.ColorSchemes]]
deps = ["ColorTypes", "Colors", "FixedPointNumbers", "Random"]
git-tree-sha1 = "a851fec56cb73cfdf43762999ec72eff5b86882a"
git-tree-sha1 = "6b6f04f93710c71550ec7e16b650c1b9a612d0b6"
uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
version = "3.15.0"
version = "3.16.0"
[[deps.ColorTypes]]
deps = ["FixedPointNumbers", "Random"]
@@ -135,9 +146,9 @@ uuid = "587fd27a-f159-11e8-2dae-1979310e6154"
version = "0.2.7"
[[deps.Crayons]]
git-tree-sha1 = "3f71217b538d7aaee0b69ab47d9b7724ca8afa0d"
git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
version = "4.0.4"
version = "4.1.1"
[[deps.DataAPI]]
git-tree-sha1 = "cc70b17275652eb47bc9e5f81635981f13cea5c8"
@@ -152,9 +163,15 @@ version = "0.7.7"
[[deps.DataFrames]]
deps = ["Compat", "DataAPI", "Future", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrettyTables", "Printf", "REPL", "Reexport", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
git-tree-sha1 = "cfdfef912b7f93e4b848e80b9befdf9e331bc05a"
git-tree-sha1 = "ae02104e835f219b8930c7664b8012c93475c340"
uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
version = "1.3.1"
version = "1.3.2"
[[deps.DataFramesMeta]]
deps = ["Chain", "DataFrames", "MacroTools", "OrderedCollections", "Reexport"]
git-tree-sha1 = "ab4768d2cc6ab000cd0cec78e8e1ea6b03c7c3e2"
uuid = "1313f7d8-7da2-5740-9ea0-a2ca25f37964"
version = "0.10.0"
[[deps.DataStructures]]
deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
@@ -193,9 +210,9 @@ uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
[[deps.Distributions]]
deps = ["ChainRulesCore", "DensityInterface", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SparseArrays", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Test"]
git-tree-sha1 = "6a8dc9f82e5ce28279b6e3e2cea9421154f5bd0d"
git-tree-sha1 = "5863b0b10512ed4add2b5ec07e335dc6121065a5"
uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
version = "0.25.37"
version = "0.25.41"
[[deps.DocStringExtensions]]
deps = ["LibGit2"]
@@ -291,21 +308,21 @@ version = "3.3.5+1"
[[deps.GLM]]
deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "StatsModels"]
git-tree-sha1 = "f564ce4af5e79bb88ff1f4488e64363487674278"
git-tree-sha1 = "fb764dacfa30f948d52a6a4269ae293a479bbc62"
uuid = "38e38edf-8417-5370-95a0-9cbb8c7f171a"
version = "1.5.1"
version = "1.6.1"
[[deps.GR]]
deps = ["Base64", "DelimitedFiles", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Pkg", "Printf", "Random", "Serialization", "Sockets", "Test", "UUIDs"]
git-tree-sha1 = "30f2b340c2fff8410d89bfcdc9c0a6dd661ac5f7"
deps = ["Base64", "DelimitedFiles", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Pkg", "Printf", "Random", "RelocatableFolders", "Serialization", "Sockets", "Test", "UUIDs"]
git-tree-sha1 = "4a740db447aae0fbeb3ee730de1afbb14ac798a1"
uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
version = "0.62.1"
version = "0.63.1"
[[deps.GR_jll]]
deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Pkg", "Qt5Base_jll", "Zlib_jll", "libpng_jll"]
git-tree-sha1 = "f97acd98255568c3c9b416c5a3cf246c1315771b"
git-tree-sha1 = "aa22e1ee9e722f1da183eb33370df4c1aeb6c2cd"
uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
version = "0.63.0+0"
version = "0.63.1+0"
[[deps.GeometryBasics]]
deps = ["EarCut_jll", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
@@ -331,6 +348,12 @@ 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 = "d727758173afef0af878b29ac364a0eca299fc6b"
uuid = "86223c79-3864-5bf0-83f7-82e725a168b6"
version = "1.5.1"
[[deps.Grisu]]
git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe"
@@ -350,9 +373,14 @@ version = "2.8.1+1"
[[deps.Impute]]
deps = ["BSON", "CSV", "DataDeps", "Distances", "IterTools", "LinearAlgebra", "Missings", "NamedDims", "NearestNeighbors", "Random", "Statistics", "StatsBase", "TableOperations", "Tables"]
git-tree-sha1 = "4baf7c1120d33f925259c98dce84c35cd107aae3"
git-tree-sha1 = "d3fb6342d94030706ad31f05c23514962c29296c"
uuid = "f7bf1975-0170-51b9-8c5f-a992d46b9575"
version = "0.6.7"
version = "0.6.8"
[[deps.Inflate]]
git-tree-sha1 = "f5fc07d4e706b84f72d54eedcc1c13d92fb0871c"
uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9"
version = "0.1.2"
[[deps.IniFile]]
deps = ["Test"]
@@ -398,9 +426,9 @@ version = "1.0.0"
[[deps.JLLWrappers]]
deps = ["Preferences"]
git-tree-sha1 = "642a199af8b68253517b80bd3bfd17eb4e84df6e"
git-tree-sha1 = "22df5b96feef82434b07327e2d3c770a9b21e023"
uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
version = "1.3.0"
version = "1.4.0"
[[deps.JSON]]
deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -608,9 +636,9 @@ uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
[[deps.OpenSSL_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "15003dcb7d8db3c6c857fda14891a539a8f2705a"
git-tree-sha1 = "648107615c15d4e09f7eca16307bc821c1f718d8"
uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
version = "1.1.10+0"
version = "1.1.13+0"
[[deps.OpenSpecFun_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -643,9 +671,9 @@ version = "0.11.5"
[[deps.Parsers]]
deps = ["Dates"]
git-tree-sha1 = "d7fa6237da8004be601e19bd6666083056649918"
git-tree-sha1 = "92f91ba9e5941fc781fecf5494ac1da87bdac775"
uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
version = "2.1.3"
version = "2.2.0"
[[deps.Pixman_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -665,15 +693,15 @@ version = "2.0.1"
[[deps.PlotUtils]]
deps = ["ColorSchemes", "Colors", "Dates", "Printf", "Random", "Reexport", "Statistics"]
git-tree-sha1 = "68604313ed59f0408313228ba09e79252e4b2da8"
git-tree-sha1 = "6f1b25e8ea06279b5689263cc538f51331d7ca17"
uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
version = "1.1.2"
version = "1.1.3"
[[deps.Plots]]
deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "GeometryBasics", "JSON", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "PlotThemes", "PlotUtils", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun", "Unzip"]
git-tree-sha1 = "7eda8e2a61e35b7f553172ef3d9eaa5e4e76d92e"
git-tree-sha1 = "db7393a80d0e5bef70f2b518990835541917a544"
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version = "1.25.3"
version = "1.25.6"
[[deps.PooledArrays]]
deps = ["DataAPI", "Future"]
@@ -728,20 +756,26 @@ version = "1.2.1"
[[deps.RecipesPipeline]]
deps = ["Dates", "NaNMath", "PlotUtils", "RecipesBase"]
git-tree-sha1 = "7ad0dfa8d03b7bcf8c597f59f5292801730c55b8"
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[[deps.Reexport]]
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version = "1.2.2"
[[deps.RelocatableFolders]]
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uuid = "05181044-ff0b-4ac5-8273-598c1e38db00"
version = "0.1.3"
[[deps.Requires]]
deps = ["UUIDs"]
git-tree-sha1 = "8f82019e525f4d5c669692772a6f4b0a58b06a6a"
git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
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version = "1.2.0"
version = "1.3.0"
[[deps.Rmath]]
deps = ["Random", "Rmath_jll"]
@@ -766,9 +800,9 @@ version = "1.1.0"
[[deps.SentinelArrays]]
deps = ["Dates", "Random"]
git-tree-sha1 = "244586bc07462d22aed0113af9c731f2a518c93e"
git-tree-sha1 = "15dfe6b103c2a993be24404124b8791a09460983"
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version = "1.3.10"
version = "1.3.11"
[[deps.Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -788,6 +822,12 @@ git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de"
uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
version = "1.0.3"
[[deps.SimpleTraits]]
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uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
version = "0.9.4"
[[deps.Sockets]]
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
@@ -803,15 +843,15 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
[[deps.SpecialFunctions]]
deps = ["ChainRulesCore", "IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
git-tree-sha1 = "f0bccf98e16759818ffc5d97ac3ebf87eb950150"
git-tree-sha1 = "e08890d19787ec25029113e88c34ec20cac1c91e"
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version = "2.0.0"
[[deps.StaticArrays]]
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version = "1.2.13"
version = "1.3.3"
[[deps.Statistics]]
deps = ["LinearAlgebra", "SparseArrays"]
@@ -842,9 +882,9 @@ version = "0.6.28"
[[deps.StructArrays]]
deps = ["Adapt", "DataAPI", "StaticArrays", "Tables"]
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git-tree-sha1 = "d21f2c564b21a202f4677c0fba5b5ee431058544"
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version = "0.6.4"
[[deps.StructTypes]]
deps = ["Dates", "UUIDs"]
@@ -1071,6 +1111,12 @@ git-tree-sha1 = "79c31e7844f6ecf779705fbc12146eb190b7d845"
uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
version = "1.4.0+3"
[[deps.ZipFile]]
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[[deps.Zlib_jll]]
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uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
@@ -1105,9 +1151,9 @@ version = "1.6.38+0"
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git-tree-sha1 = "b910cb81ef3fe6e78bf6acee440bda86fd6ae00c"
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version = "1.3.7+1"
[[deps.nghttp2_jll]]
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