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add chapter 5

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This commit is contained in:
Bogumił Kamiński
2022-01-15 19:09:28 +01:00
parent ac449c8132
commit 2ca7eb6737
3 changed files with 316 additions and 2 deletions
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98
Manifest.toml
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@@ -3,6 +3,12 @@
julia_version = "1.7.1"
manifest_format = "2.0"
[[deps.AbstractFFTs]]
deps = ["ChainRulesCore", "LinearAlgebra"]
git-tree-sha1 = "6f1d9bc1c08f9f4a8fa92e3ea3cb50153a1b40d4"
uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
version = "1.1.0"
[[deps.Adapt]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "9faf218ea18c51fcccaf956c8d39614c9d30fe8b"
@@ -15,6 +21,11 @@ uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
[[deps.Artifacts]]
uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
[[deps.BSON]]
git-tree-sha1 = "ebcd6e22d69f21249b7b8668351ebf42d6dc87a1"
uuid = "fbb218c0-5317-5bc6-957e-2ee96dd4b1f0"
version = "0.3.4"
[[deps.Base64]]
uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
@@ -24,6 +35,12 @@ git-tree-sha1 = "940001114a0147b6e4d10624276d56d531dd9b49"
uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
version = "1.2.2"
[[deps.BinaryProvider]]
deps = ["Libdl", "Logging", "SHA"]
git-tree-sha1 = "ecdec412a9abc8db54c0efc5548c64dfce072058"
uuid = "b99e7846-7c00-51b0-8f62-c81ae34c0232"
version = "0.5.10"
[[deps.Bzip2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "19a35467a82e236ff51bc17a3a44b69ef35185a2"
@@ -42,6 +59,12 @@ git-tree-sha1 = "4b859a208b2397a7a623a03449e4636bdb17bcf2"
uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
version = "1.16.1+1"
[[deps.CategoricalArrays]]
deps = ["DataAPI", "Future", "Missings", "Printf", "Requires", "Statistics", "Unicode"]
git-tree-sha1 = "c308f209870fdbd84cb20332b6dfaf14bf3387f8"
uuid = "324d7699-5711-5eae-9e2f-1d82baa6b597"
version = "0.10.2"
[[deps.ChainRulesCore]]
deps = ["Compat", "LinearAlgebra", "SparseArrays"]
git-tree-sha1 = "4c26b4e9e91ca528ea212927326ece5918a04b47"
@@ -78,6 +101,11 @@ git-tree-sha1 = "417b0ed7b8b838aa6ca0a87aadf1bb9eb111ce40"
uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
version = "0.12.8"
[[deps.Combinatorics]]
git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860"
uuid = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
version = "1.0.2"
[[deps.Compat]]
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git-tree-sha1 = "44c37b4636bc54afac5c574d2d02b625349d6582"
@@ -94,6 +122,12 @@ git-tree-sha1 = "9f02045d934dc030edad45944ea80dbd1f0ebea7"
uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
version = "0.5.7"
[[deps.CovarianceEstimation]]
deps = ["LinearAlgebra", "Statistics", "StatsBase"]
git-tree-sha1 = "a3e070133acab996660d31dcf479ea42849e368f"
uuid = "587fd27a-f159-11e8-2dae-1979310e6154"
version = "0.2.7"
[[deps.Crayons]]
git-tree-sha1 = "3f71217b538d7aaee0b69ab47d9b7724ca8afa0d"
uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
@@ -104,6 +138,12 @@ git-tree-sha1 = "cc70b17275652eb47bc9e5f81635981f13cea5c8"
uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
version = "1.9.0"
[[deps.DataDeps]]
deps = ["BinaryProvider", "HTTP", "Libdl", "Reexport", "SHA", "p7zip_jll"]
git-tree-sha1 = "4f0e41ff461d42cfc62ff0de4f1cd44c6e6b3771"
uuid = "124859b0-ceae-595e-8997-d05f6a7a8dfe"
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"
@@ -135,6 +175,12 @@ git-tree-sha1 = "80c3e8639e3353e5d2912fb3a1916b8455e2494b"
uuid = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
version = "0.4.0"
[[deps.Distances]]
deps = ["LinearAlgebra", "SparseArrays", "Statistics", "StatsAPI"]
git-tree-sha1 = "3258d0659f812acde79e8a74b11f17ac06d0ca04"
uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
version = "0.10.7"
[[deps.Distributed]]
deps = ["Random", "Serialization", "Sockets"]
uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
@@ -215,6 +261,12 @@ git-tree-sha1 = "87eb71354d8ec1a96d4a7636bd57a7347dde3ef9"
uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
version = "2.10.4+0"
[[deps.FreqTables]]
deps = ["CategoricalArrays", "Missings", "NamedArrays", "Tables"]
git-tree-sha1 = "488ad2dab30fd2727ee65451f790c81ed454666d"
uuid = "da1fdf0e-e0ff-5433-a45f-9bb5ff651cb1"
version = "0.4.5"
[[deps.FriBidi_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "aa31987c2ba8704e23c6c8ba8a4f769d5d7e4f91"
@@ -290,6 +342,12 @@ git-tree-sha1 = "129acf094d168394e80ee1dc4bc06ec835e510a3"
uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
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"
uuid = "f7bf1975-0170-51b9-8c5f-a992d46b9575"
version = "0.6.7"
[[deps.IniFile]]
deps = ["Test"]
git-tree-sha1 = "098e4d2c533924c921f9f9847274f2ad89e018b8"
@@ -344,6 +402,12 @@ git-tree-sha1 = "8076680b162ada2a031f707ac7b4953e30667a37"
uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
version = "0.21.2"
[[deps.JSON3]]
deps = ["Dates", "Mmap", "Parsers", "StructTypes", "UUIDs"]
git-tree-sha1 = "7d58534ffb62cd947950b3aa9b993e63307a6125"
uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
version = "1.9.2"
[[deps.JpegTurbo_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "d735490ac75c5cb9f1b00d8b5509c11984dc6943"
@@ -495,14 +559,32 @@ git-tree-sha1 = "f755f36b19a5116bb580de457cda0c140153f283"
uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
version = "0.3.6"
[[deps.NamedArrays]]
deps = ["Combinatorics", "DataStructures", "DelimitedFiles", "InvertedIndices", "LinearAlgebra", "Random", "Requires", "SparseArrays", "Statistics"]
git-tree-sha1 = "2fd5787125d1a93fbe30961bd841707b8a80d75b"
uuid = "86f7a689-2022-50b4-a561-43c23ac3c673"
version = "0.9.6"
[[deps.NamedDims]]
deps = ["AbstractFFTs", "ChainRulesCore", "CovarianceEstimation", "LinearAlgebra", "Pkg", "Requires", "Statistics"]
git-tree-sha1 = "af6febbfede908c04e19bed954350ac687d892b2"
uuid = "356022a1-0364-5f58-8944-0da4b18d706f"
version = "0.2.45"
[[deps.NearestNeighbors]]
deps = ["Distances", "StaticArrays"]
git-tree-sha1 = "16baacfdc8758bc374882566c9187e785e85c2f0"
uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
version = "0.4.9"
[[deps.NetworkOptions]]
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[[deps.Ogg_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "7937eda4681660b4d6aeeecc2f7e1c81c8ee4e2f"
git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f"
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version = "1.3.5+0"
version = "1.3.5+1"
[[deps.OpenBLAS_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
@@ -752,6 +834,12 @@ git-tree-sha1 = "2ce41e0d042c60ecd131e9fb7154a3bfadbf50d3"
uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
version = "0.6.3"
[[deps.StructTypes]]
deps = ["Dates", "UUIDs"]
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version = "1.8.1"
[[deps.SuiteSparse]]
deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
@@ -760,6 +848,12 @@ uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
deps = ["Dates"]
uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
[[deps.TableOperations]]
deps = ["SentinelArrays", "Tables", "Test"]
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uuid = "ab02a1b2-a7df-11e8-156e-fb1833f50b87"
version = "1.2.0"
[[deps.TableTraits]]
deps = ["IteratorInterfaceExtensions"]
git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"