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# ## A Pluto.jl notebook ###
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- # v0.17.1
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+ # v0.17.4
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using Markdown
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using InteractiveUtils
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# ╔═╡ d09256dd-6c0d-4e28-9e54-3f7b3ca87ecb
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begin
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- using ScientificTypes
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- import DataFrames
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- using UrlDownload, CSV
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+ using CSV, DataFrames
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+ using ScientificTypes
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using Tables
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+ using UrlDownload
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using SparseArrays
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using PlutoUI
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end
@@ -476,22 +476,22 @@ Try to guess how each code snippet below will evaluate (uncomment to see the sol
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"""
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# ╔═╡ 4da068ed-3935-4728-a1cb-54e34396a855
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- # scitype(42)
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+ # scitype(42)
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# ╔═╡ 04c88aba-6c17-48eb-8037-0de5806e1a54
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questions = [" who" , " why" , " what" , " when" ]
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# ╔═╡ e5c60366-e03c-490f-9475-e53e5b3347d4
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- # scitype(questions)
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+ # scitype(questions)
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# ╔═╡ dc8c4bd5-e753-4b7b-9961-a09632c33fb0
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- # elscitype(questions)
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+ # elscitype(questions)
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# ╔═╡ 34c94131-ef2a-4f86-b7cc-46f4ef988c68
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t = (3.141 , 42 , " how" )
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# ╔═╡ a9238f1a-2751-46a8-9d69-62669915ed91
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- # scitype(t)
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+ # scitype(t)
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# ╔═╡ 8f5681ef-5432-4daf-90fb-7f2721f6fcc7
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A = rand (2 , 3 )
@@ -600,11 +600,11 @@ Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
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UrlDownload = "856ac37a-3032-4c1c-9122-f86d88358c8b"
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[compat]
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- CSV = "~0.9.10 "
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- DataFrames = "~1.2.2 "
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- PlutoUI = "~0.7.19 "
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- ScientificTypes = "~2.3.3 "
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- Tables = "~1.6.0 "
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+ CSV = "~0.9.11 "
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+ DataFrames = "~1.3.1 "
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+ PlutoUI = "~0.7.27 "
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+ ScientificTypes = "~3.0.0 "
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+ Tables = "~1.6.1 "
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UrlDownload = "~1.0.0"
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"""
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@@ -614,9 +614,9 @@ PLUTO_MANIFEST_TOML_CONTENTS = """
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[[AbstractPlutoDingetjes]]
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deps = ["Pkg"]
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- git-tree-sha1 = "0bc60e3006ad95b4bb7497698dd7c6d649b9bc06 "
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+ git-tree-sha1 = "8eaf9f1b4921132a4cff3f36a1d9ba923b14a481 "
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uuid = "6e696c72-6542-2067-7265-42206c756150"
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- version = "1.1.1 "
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+ version = "1.1.4 "
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[[ArgTools]]
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uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
@@ -629,9 +629,9 @@ uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
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[[CSV]]
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deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings"]
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- git-tree-sha1 = "74147e877531d7c172f70b492995bc2b5ca3a843 "
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+ git-tree-sha1 = "49f14b6c56a2da47608fe30aed711b5882264d7a "
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uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
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- version = "0.9.10 "
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+ version = "0.9.11 "
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[[CategoricalArrays]]
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deps = ["DataAPI", "Future", "Missings", "Printf", "Requires", "Statistics", "Unicode"]
@@ -641,15 +641,15 @@ version = "0.10.2"
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[[ChainRulesCore]]
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deps = ["Compat", "LinearAlgebra", "SparseArrays"]
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- git-tree-sha1 = "f885e7e7c124f8c92650d61b9477b9ac2ee607dd "
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+ git-tree-sha1 = "d711603452231bad418bd5e0c91f1abd650cba71 "
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uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
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- version = "1.11.1 "
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+ version = "1.11.3 "
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[[ChangesOfVariables]]
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- deps = ["LinearAlgebra", "Test"]
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- git-tree-sha1 = "9a1d594397670492219635b35a3d830b04730d62 "
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+ deps = ["ChainRulesCore", " LinearAlgebra", "Test"]
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+ git-tree-sha1 = "bf98fa45a0a4cee295de98d4c1462be26345b9a1 "
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uuid = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
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- version = "0.1.1 "
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+ version = "0.1.2 "
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[[CodecZlib]]
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deps = ["TranscodingStreams", "Zlib_jll"]
@@ -665,9 +665,9 @@ version = "0.11.0"
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[[Compat]]
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deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "SHA", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"]
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- git-tree-sha1 = "dce3e3fea680869eaa0b774b2e8343e9ff442313 "
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+ git-tree-sha1 = "44c37b4636bc54afac5c574d2d02b625349d6582 "
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uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
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- version = "3.40 .0"
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+ version = "3.41 .0"
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[[CompilerSupportLibraries_jll]]
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deps = ["Artifacts", "Libdl"]
@@ -685,15 +685,15 @@ version = "1.9.0"
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[[DataFrames]]
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deps = ["Compat", "DataAPI", "Future", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrettyTables", "Printf", "REPL", "Reexport", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
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- git-tree-sha1 = "d785f42445b63fc86caa08bb9a9351008be9b765 "
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+ git-tree-sha1 = "cfdfef912b7f93e4b848e80b9befdf9e331bc05a "
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uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
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- version = "1.2.2 "
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+ version = "1.3.1 "
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[[DataStructures]]
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deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
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- git-tree-sha1 = "7d9d316f04214f7efdbb6398d545446e246eff02 "
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+ git-tree-sha1 = "3daef5523dd2e769dad2365274f760ff5f282c7d "
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uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
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- version = "0.18.10 "
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+ version = "0.18.11 "
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[[DataValueInterfaces]]
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git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -710,19 +710,19 @@ uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
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[[DensityInterface]]
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deps = ["InverseFunctions", "Test"]
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- git-tree-sha1 = "794daf62dce7df839b8ed446fc59c68db4b5182f "
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+ git-tree-sha1 = "80c3e8639e3353e5d2912fb3a1916b8455e2494b "
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uuid = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
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- version = "0.3.3 "
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+ version = "0.4.0 "
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[[Distributed]]
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deps = ["Random", "Serialization", "Sockets"]
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uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
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[[Distributions]]
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deps = ["ChainRulesCore", "DensityInterface", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SparseArrays", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Test"]
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- git-tree-sha1 = "2ea02796c118368c3eda414fc11f5a39259fa3d9 "
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+ git-tree-sha1 = "6a8dc9f82e5ce28279b6e3e2cea9421154f5bd0d "
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uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
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- version = "0.25.27 "
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+ version = "0.25.37 "
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[[DocStringExtensions]]
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deps = ["LibGit2"]
@@ -735,10 +735,10 @@ deps = ["ArgTools", "LibCURL", "NetworkOptions"]
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uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
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[[FilePathsBase]]
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- deps = ["Dates", "Mmap", "Printf", "Test", "UUIDs"]
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- git-tree-sha1 = "5440c1d26aa29ca9ea848559216e5ee5f16a8627 "
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+ deps = ["Compat", " Dates", "Mmap", "Printf", "Test", "UUIDs"]
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+ git-tree-sha1 = "04d13bfa8ef11720c24e4d840c0033d145537df7 "
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uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
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- version = "0.9.14 "
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+ version = "0.9.17 "
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[[FillArrays]]
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deps = ["LinearAlgebra", "Random", "SparseArrays", "Statistics"]
@@ -764,9 +764,9 @@ uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
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[[HTTP]]
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deps = ["Base64", "Dates", "IniFile", "Logging", "MbedTLS", "NetworkOptions", "Sockets", "URIs"]
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- git-tree-sha1 = "14eece7a3308b4d8be910e265c724a6ba51a9798 "
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+ git-tree-sha1 = "0fa77022fe4b511826b39c894c90daf5fce3334a "
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uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
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- version = "0.9.16 "
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+ version = "0.9.17 "
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[[Hyperscript]]
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deps = ["Test"]
@@ -793,9 +793,9 @@ version = "0.5.0"
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[[InlineStrings]]
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deps = ["Parsers"]
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- git-tree-sha1 = "19cb49649f8c41de7fea32d089d37de917b553da "
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+ git-tree-sha1 = "8d70835a3759cdd75881426fced1508bb7b7e1b6 "
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uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
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- version = "1.0 .1"
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+ version = "1.1 .1"
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[[InteractiveUtils]]
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deps = ["Markdown"]
@@ -859,9 +859,9 @@ uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
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[[LogExpFunctions]]
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deps = ["ChainRulesCore", "ChangesOfVariables", "DocStringExtensions", "InverseFunctions", "IrrationalConstants", "LinearAlgebra"]
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- git-tree-sha1 = "be9eef9f9d78cecb6f262f3c10da151a6c5ab827 "
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+ git-tree-sha1 = "e5718a00af0ab9756305a0392832c8952c7426c1 "
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uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
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- version = "0.3.5 "
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+ version = "0.3.6 "
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[[Logging]]
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uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
@@ -912,43 +912,43 @@ version = "1.4.1"
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[[PDMats]]
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deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
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- git-tree-sha1 = "c8b8775b2f242c80ea85c83714c64ecfa3c53355 "
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+ git-tree-sha1 = "ee26b350276c51697c9c2d88a072b339f9f03d73 "
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uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
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- version = "0.11.3 "
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+ version = "0.11.5 "
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[[Parsers]]
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deps = ["Dates"]
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- git-tree-sha1 = "ae4bbcadb2906ccc085cf52ac286dc1377dceccc "
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+ git-tree-sha1 = "d7fa6237da8004be601e19bd6666083056649918 "
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uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
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- version = "2.1.2 "
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+ version = "2.1.3 "
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[[Pkg]]
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deps = ["Artifacts", "Dates", "Downloads", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
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uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
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[[PlutoUI]]
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- deps = ["AbstractPlutoDingetjes", "Base64", "Dates", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "Markdown", "Random", "Reexport", "UUIDs"]
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- git-tree-sha1 = "e071adf21e165ea0d904b595544a8e514c8bb42c "
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+ deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", " Dates", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "Markdown", "Random", "Reexport", "UUIDs"]
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+ git-tree-sha1 = "fed057115644d04fba7f4d768faeeeff6ad11a60 "
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uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
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- version = "0.7.19 "
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+ version = "0.7.27 "
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[[PooledArrays]]
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deps = ["DataAPI", "Future"]
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- git-tree-sha1 = "a193d6ad9c45ada72c14b731a318bedd3c2f00cf "
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+ git-tree-sha1 = "db3a23166af8aebf4db5ef87ac5b00d36eb771e2 "
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uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720"
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- version = "1.3 .0"
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+ version = "1.4 .0"
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[[Preferences]]
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deps = ["TOML"]
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- git-tree-sha1 = "00cfd92944ca9c760982747e9a1d0d5d86ab1e5a "
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+ git-tree-sha1 = "2cf929d64681236a2e074ffafb8d568733d2e6af "
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uuid = "21216c6a-2e73-6563-6e65-726566657250"
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- version = "1.2.2 "
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+ version = "1.2.3 "
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[[PrettyTables]]
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deps = ["Crayons", "Formatting", "Markdown", "Reexport", "Tables"]
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- git-tree-sha1 = "d940010be611ee9d67064fe559edbb305f8cc0eb "
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+ git-tree-sha1 = "dfb54c4e414caa595a1f2ed759b160f5a3ddcba5 "
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uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
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- version = "1.2.3 "
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+ version = "1.3.1 "
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[[Printf]]
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deps = ["Unicode"]
@@ -981,9 +981,9 @@ version = "1.2.2"
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[[Requires]]
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deps = ["UUIDs"]
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- git-tree-sha1 = "4036a3bd08ac7e968e27c203d45f5fff15020621 "
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+ git-tree-sha1 = "8f82019e525f4d5c669692772a6f4b0a58b06a6a "
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uuid = "ae029012-a4dd-5104-9daa-d747884805df"
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- version = "1.1.3 "
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+ version = "1.2.0 "
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[[Rmath]]
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deps = ["Random", "Rmath_jll"]
@@ -1002,20 +1002,20 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
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[[ScientificTypes]]
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deps = ["CategoricalArrays", "ColorTypes", "Dates", "Distributions", "PrettyTables", "Reexport", "ScientificTypesBase", "StatisticalTraits", "Tables"]
1005
- git-tree-sha1 = "7a3efcacd212801a8cf2f961e8238ffb2109b30d "
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+ git-tree-sha1 = "ba70c9a6e4c81cc3634e3e80bb8163ab5ef57eb8 "
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uuid = "321657f4-b219-11e9-178b-2701a2544e81"
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- version = "2.3.3 "
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+ version = "3.0.0 "
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[[ScientificTypesBase]]
1010
- git-tree-sha1 = "185e373beaf6b381c1e7151ce2c2a722351d6637 "
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+ git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b "
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uuid = "30f210dd-8aff-4c5f-94ba-8e64358c1161"
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- version = "2.3 .0"
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+ version = "3.0 .0"
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[[SentinelArrays]]
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deps = ["Dates", "Random"]
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- git-tree-sha1 = "f45b34656397a1f6e729901dc9ef679610bd12b5 "
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+ git-tree-sha1 = "244586bc07462d22aed0113af9c731f2a518c93e "
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uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
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- version = "1.3.8 "
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+ version = "1.3.10 "
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[[Serialization]]
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uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1039,36 +1039,36 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
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[[SpecialFunctions]]
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deps = ["ChainRulesCore", "IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
1042
- git-tree-sha1 = "f0bccf98e16759818ffc5d97ac3ebf87eb950150 "
1042
+ git-tree-sha1 = "e08890d19787ec25029113e88c34ec20cac1c91e "
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uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
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- version = "1.8.1 "
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+ version = "2.0.0 "
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[[StatisticalTraits]]
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deps = ["ScientificTypesBase"]
1048
- git-tree-sha1 = "730732cae4d3135e2f2182bd47f8d8b795ea4439 "
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+ git-tree-sha1 = "271a7fea12d319f23d55b785c51f6876aadb9ac0 "
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uuid = "64bff920-2084-43da-a3e6-9bb72801c0c9"
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- version = "2.1 .0"
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+ version = "3.0 .0"
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[[Statistics]]
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deps = ["LinearAlgebra", "SparseArrays"]
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uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
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[[StatsAPI]]
1057
- git-tree-sha1 = "1958272568dc176a1d881acb797beb909c785510 "
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+ git-tree-sha1 = "d88665adc9bcf45903013af0982e2fd05ae3d0a6 "
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uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
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- version = "1.0 .0"
1059
+ version = "1.2 .0"
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[[StatsBase]]
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deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
1063
- git-tree-sha1 = "eb35dcc66558b2dda84079b9a1be17557d32091a "
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+ git-tree-sha1 = "51383f2d367eb3b444c961d485c565e4c0cf4ba0 "
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uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
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- version = "0.33.12 "
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+ version = "0.33.14 "
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[[StatsFuns]]
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deps = ["ChainRulesCore", "InverseFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
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- git-tree-sha1 = "385ab64e64e79f0cd7cfcf897169b91ebbb2d6c8 "
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+ git-tree-sha1 = "bedb3e17cc1d94ce0e6e66d3afa47157978ba404 "
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uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
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- version = "0.9.13 "
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+ version = "0.9.14 "
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[[SuiteSparse]]
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deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
@@ -1086,9 +1086,9 @@ version = "1.0.1"
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[[Tables]]
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deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "TableTraits", "Test"]
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- git-tree-sha1 = "fed34d0e71b91734bf0a7e10eb1bb05296ddbcd0 "
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+ git-tree-sha1 = "bb1064c9a84c52e277f1096cf41434b675cd368b "
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uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
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- version = "1.6.0 "
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+ version = "1.6.1 "
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[[Tar]]
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deps = ["ArgTools", "SHA"]
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