Try #76:

Project.toml

@@ -1,7 +1,7 @@
 name = "CalibrationErrors"
 uuid = "33913031-fe46-5864-950f-100836f47845"
 authors = ["David Widmann <david.widmann@it.uu.se>"]
-version = "0.5.13"
+version = "0.5.14"
 
 [deps]
 DataStructures = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
@@ -16,7 +16,7 @@ UnPack = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
 [compat]
 DataStructures = "0.17, 0.18"
 Distances = "0.8.2, 0.9, 0.10"
-KernelFunctions = "0.8.20"
+KernelFunctions = "0.8.20, 0.9"
 Reexport = "0.2, 1.0"
 StatsBase = "0.32, 0.33"
 UnPack = "0.1, 1"

docs/Manifest.toml

@@ -17,9 +17,9 @@ version = "0.5.13"
 
 [[ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de4f08843c332d355852721adb1592bce7924da3"
+git-tree-sha1 = "0893f8d90331a0f5223c7ef2a8868464394a886c"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "0.9.29"
+version = "0.9.33"
 
 [[Compat]]
 deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "SHA", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"]
@@ -64,15 +64,15 @@ uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[DocStringExtensions]]
 deps = ["LibGit2", "Markdown", "Pkg", "Test"]
-git-tree-sha1 = "50ddf44c53698f5e784bbebb3f4b21c5807401b1"
+git-tree-sha1 = "9d4f64f79012636741cf01133158a54b24924c32"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.8.3"
+version = "0.8.4"
 
 [[Documenter]]
 deps = ["Base64", "Dates", "DocStringExtensions", "IOCapture", "InteractiveUtils", "JSON", "LibGit2", "Logging", "Markdown", "REPL", "Test", "Unicode"]
-git-tree-sha1 = "b7715ae18be02110a8cf9cc8ed2ccdb1e3e3aba2"
+git-tree-sha1 = "3ebb967819b284dc1e3c0422229b58a40a255649"
 uuid = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
-version = "0.26.1"
+version = "0.26.3"
 
 [[Functors]]
 deps = ["MacroTools"]
@@ -102,10 +102,10 @@ uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 version = "0.21.1"
 
 [[KernelFunctions]]
-deps = ["Compat", "Distances", "Functors", "LinearAlgebra", "Random", "Requires", "SpecialFunctions", "StatsBase", "StatsFuns", "TensorCore", "Test", "ZygoteRules"]
-git-tree-sha1 = "7e86c87fe591fdceb182d9c3edd571d1b784c7d4"
+deps = ["ChainRulesCore", "Compat", "Distances", "Functors", "LinearAlgebra", "Random", "Requires", "SpecialFunctions", "StatsBase", "StatsFuns", "TensorCore", "Test", "ZygoteRules"]
+git-tree-sha1 = "6a1f010a6d82d1248d0c7a9d543d0f2d49e955d0"
 uuid = "ec8451be-7e33-11e9-00cf-bbf324bd1392"
-version = "0.8.24"
+version = "0.9.0"
 
 [[LibGit2]]
 deps = ["Printf"]
@@ -159,9 +159,9 @@ version = "1.4.0"
 
 [[Parsers]]
 deps = ["Dates"]
-git-tree-sha1 = "50c9a9ed8c714945e01cd53a21007ed3865ed714"
+git-tree-sha1 = "c8abc88faa3f7a3950832ac5d6e690881590d6dc"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "1.0.15"
+version = "1.1.0"
 
 [[Pkg]]
 deps = ["Dates", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "UUIDs"]
@@ -197,10 +197,10 @@ uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
 version = "0.6.1"
 
 [[Rmath_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "d76185aa1f421306dec73c057aa384bad74188f0"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "1b7bf41258f6c5c9c31df8c1ba34c1fc88674957"
 uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
-version = "0.2.2+1"
+version = "0.2.2+2"
 
 [[SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
@@ -237,9 +237,9 @@ uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 
 [[StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics"]
-git-tree-sha1 = "400aa43f7de43aeccc5b2e39a76a79d262202b76"
+git-tree-sha1 = "a83fa3021ac4c5a918582ec4721bc0cf70b495a9"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.33.3"
+version = "0.33.4"
 
 [[StatsFuns]]
 deps = ["Rmath", "SpecialFunctions"]

examples/classification/Manifest.toml

@@ -8,9 +8,9 @@ version = "1.0.1"
 
 [[AbstractPlotting]]
 deps = ["Animations", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "Contour", "Distributions", "DocStringExtensions", "FFMPEG", "FileIO", "FixedPointNumbers", "Formatting", "FreeType", "FreeTypeAbstraction", "GeometryBasics", "GridLayoutBase", "ImageIO", "IntervalSets", "Isoband", "KernelDensity", "LinearAlgebra", "Markdown", "Match", "Observables", "Packing", "PlotUtils", "PolygonOps", "Printf", "Random", "Serialization", "Showoff", "SignedDistanceFields", "SparseArrays", "StaticArrays", "Statistics", "StatsBase", "StructArrays", "UnicodeFun"]
-git-tree-sha1 = "b2582eebefbe371554d00a193d17a69ec9622d7c"
+git-tree-sha1 = "d778362f5f5b5a7efe4b2a7e01a34c0e08b94908"
 uuid = "537997a7-5e4e-5d89-9595-2241ea00577e"
-version = "0.15.24"
+version = "0.15.27"
 
 [[Adapt]]
 deps = ["LinearAlgebra"]
@@ -26,9 +26,9 @@ version = "0.4.1"
 
 [[ArrayInterface]]
 deps = ["IfElse", "LinearAlgebra", "Requires", "SparseArrays", "Static"]
-git-tree-sha1 = "da557609446152beb6ee134683d7b79ece129eae"
+git-tree-sha1 = "ce17bad65d0842b34a15fffc8879a9f68f08a67f"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "3.1.5"
+version = "3.1.6"
 
 [[Artifacts]]
 deps = ["Pkg"]
@@ -76,9 +76,9 @@ version = "1.0.5"
 
 [[CairoMakie]]
 deps = ["AbstractPlotting", "Cairo", "Colors", "FFTW", "FileIO", "FreeType", "GeometryBasics", "LinearAlgebra", "StaticArrays"]
-git-tree-sha1 = "336ce744ac3f627eef53dbc9840a785a902b472e"
+git-tree-sha1 = "a87f1752847ed170f1dffc14778b9c590caf6aaf"
 uuid = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
-version = "0.3.18"
+version = "0.3.19"
 
 [[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"]
@@ -100,9 +100,9 @@ version = "0.9.3"
 
 [[ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de4f08843c332d355852721adb1592bce7924da3"
+git-tree-sha1 = "0893f8d90331a0f5223c7ef2a8868464394a886c"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "0.9.29"
+version = "0.9.33"
 
 [[ColorBrewer]]
 deps = ["Colors", "JSON", "Test"]
@@ -118,9 +118,9 @@ version = "3.10.2"
 
 [[ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "b4e0a91196272ccab0f951cfc2b25473b791db8b"
+git-tree-sha1 = "32a2b8af383f11cbb65803883837a149d10dfe8a"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.10.11"
+version = "0.10.12"
 
 [[ColorVectorSpace]]
 deps = ["ColorTypes", "Colors", "FixedPointNumbers", "LinearAlgebra", "SpecialFunctions", "Statistics", "StatsBase"]
@@ -170,9 +170,9 @@ version = "0.7.7"
 
 [[DataFrames]]
 deps = ["CategoricalArrays", "Compat", "DataAPI", "Future", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrettyTables", "Printf", "REPL", "Reexport", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
-git-tree-sha1 = "b0db5579803eabb33f1274ca7ca2f472fdfb7f2a"
+git-tree-sha1 = "6b6dcb8c1a32c2151c5110e0e11fecff1c50dfca"
 uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
-version = "0.22.5"
+version = "0.22.6"
 
 [[DataStructures]]
 deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
@@ -217,9 +217,9 @@ version = "0.24.15"
 
 [[DocStringExtensions]]
 deps = ["LibGit2", "Markdown", "Pkg", "Test"]
-git-tree-sha1 = "50ddf44c53698f5e784bbebb3f4b21c5807401b1"
+git-tree-sha1 = "9d4f64f79012636741cf01133158a54b24924c32"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.8.3"
+version = "0.8.4"
 
 [[EarCut_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -265,15 +265,15 @@ version = "3.3.9+7"
 
 [[FileIO]]
 deps = ["Pkg", "Requires", "UUIDs"]
-git-tree-sha1 = "9cdfbf5c0ed88ad0dcdb02544416c8e5a73addef"
+git-tree-sha1 = "b4fdad5fe06e0226348301b5163925ac1ae8b64b"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.6.4"
+version = "1.6.5"
 
 [[FillArrays]]
 deps = ["LinearAlgebra", "Random", "SparseArrays"]
-git-tree-sha1 = "dd4ab4257c257532003eb9836eea07473fcc732e"
+git-tree-sha1 = "31939159aeb8ffad1d4d8ee44d07f8558273120a"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "0.11.6"
+version = "0.11.7"
 
 [[FixedPointNumbers]]
 deps = ["Statistics"]
@@ -359,9 +359,9 @@ version = "1.3.13+4"
 
 [[GridLayoutBase]]
 deps = ["GeometryBasics", "InteractiveUtils", "Match", "Observables"]
-git-tree-sha1 = "0ff60798e3897c2182bca183a42218090630735f"
+git-tree-sha1 = "db033d75853d0668011f5ab9cc3c4f8977516af9"
 uuid = "3955a311-db13-416c-9275-1d80ed98e5e9"
-version = "0.5.2"
+version = "0.5.4"
 
 [[Grisu]]
 git-tree-sha1 = "03d381f65183cb2d0af8b3425fde97263ce9a995"
@@ -393,9 +393,9 @@ version = "0.1.0"
 
 [[ImageCore]]
 deps = ["AbstractFFTs", "Colors", "FixedPointNumbers", "Graphics", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "Reexport"]
-git-tree-sha1 = "79badd979fbee9b8980cd995cd5a86a9e93b8ad7"
+git-tree-sha1 = "da98af44e78a2a9dd131ac12cf19b574f551dace"
 uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
-version = "0.8.20"
+version = "0.8.21"
 
 [[ImageIO]]
 deps = ["FileIO", "Netpbm", "PNGFiles", "TiffImages", "UUIDs"]
@@ -432,9 +432,9 @@ version = "0.13.1"
 
 [[IntervalSets]]
 deps = ["Dates", "EllipsisNotation", "Statistics"]
-git-tree-sha1 = "93a6d78525feb0d3ee2a2ae83a7d04db1db5663f"
+git-tree-sha1 = "3cc368af3f110a767ac786560045dceddfc16758"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.5.2"
+version = "0.5.3"
 
 [[InvertedIndices]]
 deps = ["Test"]
@@ -482,10 +482,10 @@ uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
 version = "0.6.2"
 
 [[KernelFunctions]]
-deps = ["Compat", "Distances", "Functors", "LinearAlgebra", "Random", "Requires", "SpecialFunctions", "StatsBase", "StatsFuns", "TensorCore", "Test", "ZygoteRules"]
-git-tree-sha1 = "7e86c87fe591fdceb182d9c3edd571d1b784c7d4"
+deps = ["ChainRulesCore", "Compat", "Distances", "Functors", "LinearAlgebra", "Random", "Requires", "SpecialFunctions", "StatsBase", "StatsFuns", "TensorCore", "Test", "ZygoteRules"]
+git-tree-sha1 = "6a1f010a6d82d1248d0c7a9d543d0f2d49e955d0"
 uuid = "ec8451be-7e33-11e9-00cf-bbf324bd1392"
-version = "0.8.24"
+version = "0.9.0"
 
 [[LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -632,9 +632,9 @@ uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[Observables]]
-git-tree-sha1 = "3469ef96607a6b9a1e89e54e6f23401073ed3126"
+git-tree-sha1 = "fe29afdef3d0c4a8286128d4e45cc50621b1e43d"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.3.3"
+version = "0.4.0"
 
 [[OffsetArrays]]
 deps = ["Adapt"]
@@ -715,9 +715,9 @@ version = "1.42.4+10"
 
 [[Parsers]]
 deps = ["Dates"]
-git-tree-sha1 = "223a825cccef2228f3fdbf2ecc7ca93363059073"
+git-tree-sha1 = "c8abc88faa3f7a3950832ac5d6e690881590d6dc"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "1.0.16"
+version = "1.1.0"
 
 [[Pixman_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -817,10 +817,10 @@ uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
 version = "0.6.1"
 
 [[Rmath_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "d76185aa1f421306dec73c057aa384bad74188f0"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "1b7bf41258f6c5c9c31df8c1ba34c1fc88674957"
 uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
-version = "0.2.2+1"
+version = "0.2.2+2"
 
 [[SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
@@ -887,9 +887,9 @@ uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 
 [[StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics"]
-git-tree-sha1 = "400aa43f7de43aeccc5b2e39a76a79d262202b76"
+git-tree-sha1 = "a83fa3021ac4c5a918582ec4721bc0cf70b495a9"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.33.3"
+version = "0.33.4"
 
 [[StatsFuns]]
 deps = ["Rmath", "SpecialFunctions"]
@@ -905,9 +905,9 @@ version = "0.5.0"
 
 [[StructTypes]]
 deps = ["Dates", "UUIDs"]
-git-tree-sha1 = "d7f4287dbc1e590265f50ceda1b40ed2bb31bbbb"
+git-tree-sha1 = "89b390141d2fb2ef3ac2dc32e336f7a5c4810751"
 uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
-version = "1.4.0"
+version = "1.5.0"
 
 [[SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
@@ -933,9 +933,9 @@ version = "1.0.1"
 
 [[Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "TableTraits", "Test"]
-git-tree-sha1 = "f03fc113290ee7726b173fc7ea661260d204b3f2"
+git-tree-sha1 = "a9ff3dfec713c6677af435d6a6d65f9744feef67"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[TensorCore]]
 deps = ["LinearAlgebra"]