From 5acc0d595d47655d2732241685b106d730593011 Mon Sep 17 00:00:00 2001
From: pat-alt <altmeyerpat@gmail.com>
Date: Wed, 8 Mar 2023 13:40:12 +0100
Subject: [PATCH] bleg

---
 Manifest.toml | 95 +++++++++++++++++++++++++++++++++++++++++++++++++--
 Project.toml  |  3 ++
 2 files changed, 95 insertions(+), 3 deletions(-)

diff --git a/Manifest.toml b/Manifest.toml
index d739fbc5..e0a3d991 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -2,7 +2,7 @@
 
 julia_version = "1.8.5"
 manifest_format = "2.0"
-project_hash = "b1b5b9a95ae3c44dd7fa2c6d1d451e9bca8b9297"
+project_hash = "c05645661b945bea85f24ae44163718eb7f430c7"
 
 [[deps.AbstractFFTs]]
 deps = ["ChainRulesCore", "LinearAlgebra"]
@@ -58,6 +58,12 @@ version = "7.2.0"
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 
+[[deps.AxisAlgorithms]]
+deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
+git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
+uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
+version = "1.0.1"
+
 [[deps.BFloat16s]]
 deps = ["LinearAlgebra", "Printf", "Random", "Test"]
 git-tree-sha1 = "dbf84058d0a8cbbadee18d25cf606934b22d7c66"
@@ -200,6 +206,12 @@ git-tree-sha1 = "d4e54b053fc584e7a0f37e9d3a5c4500927b343a"
 uuid = "78a364fa-1a3c-552a-b4bb-8fa0f9c1fcca"
 version = "0.10.3+0"
 
+[[deps.Clustering]]
+deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
+git-tree-sha1 = "64df3da1d2a26f4de23871cd1b6482bb68092bd5"
+uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
+version = "0.14.3"
+
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
 git-tree-sha1 = "9c209fb7536406834aa938fb149964b985de6c83"
@@ -263,10 +275,10 @@ uuid = "ed09eef8-17a6-5b46-8889-db040fac31e3"
 version = "0.3.2"
 
 [[deps.ConformalPrediction]]
-deps = ["CategoricalArrays", "ChainRules", "Flux", "LinearAlgebra", "MLJBase", "MLJModelInterface", "NaturalSort", "Plots", "Statistics"]
+deps = ["CategoricalArrays", "MLJBase", "MLJModelInterface", "NaturalSort", "Plots", "StatsBase"]
 path = "../ConformalPrediction.jl"
 uuid = "98bfc277-1877-43dc-819b-a3e38c30242f"
-version = "0.1.5"
+version = "0.1.6"
 
 [[deps.ConstructionBase]]
 deps = ["LinearAlgebra"]
@@ -324,6 +336,12 @@ git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
 uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464"
 version = "1.0.0"
 
+[[deps.DataValues]]
+deps = ["DataValueInterfaces", "Dates"]
+git-tree-sha1 = "d88a19299eba280a6d062e135a43f00323ae70bf"
+uuid = "e7dc6d0d-1eca-5fa6-8ad6-5aecde8b7ea5"
+version = "0.4.13"
+
 [[deps.Dates]]
 deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
@@ -411,6 +429,18 @@ git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
 version = "4.4.2+2"
 
+[[deps.FFTW]]
+deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
+git-tree-sha1 = "f9818144ce7c8c41edf5c4c179c684d92aa4d9fe"
+uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
+version = "1.6.0"
+
+[[deps.FFTW_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "c6033cc3892d0ef5bb9cd29b7f2f0331ea5184ea"
+uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
+version = "3.3.10+0"
+
 [[deps.FLoops]]
 deps = ["BangBang", "Compat", "FLoopsBase", "InitialValues", "JuliaVariables", "MLStyle", "Serialization", "Setfield", "Transducers"]
 git-tree-sha1 = "ffb97765602e3cbe59a0589d237bf07f245a8576"
@@ -664,6 +694,12 @@ git-tree-sha1 = "9cc2baf75c6d09f9da536ddf58eb2f29dedaf461"
 uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
 version = "1.4.0"
 
+[[deps.IntelOpenMP_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "d979e54b71da82f3a65b62553da4fc3d18c9004c"
+uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
+version = "2018.0.3+2"
+
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
@@ -674,6 +710,12 @@ git-tree-sha1 = "eb05b5625bc5d821b8075a77e4c421933e20c76b"
 uuid = "7d512f48-7fb1-5a58-b986-67e6dc259f01"
 version = "0.7.0"
 
+[[deps.Interpolations]]
+deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
+git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"
+uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
+version = "0.14.7"
+
 [[deps.InverseFunctions]]
 deps = ["Test"]
 git-tree-sha1 = "49510dfcb407e572524ba94aeae2fced1f3feb0f"
@@ -742,6 +784,12 @@ git-tree-sha1 = "4aeebbfcf0615641ec4b0782b73b638eeeabd62e"
 uuid = "5cadff95-7770-533d-a838-a1bf817ee6e0"
 version = "0.3.0"
 
+[[deps.KernelDensity]]
+deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
+git-tree-sha1 = "9816b296736292a80b9a3200eb7fbb57aaa3917a"
+uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
+version = "0.6.5"
+
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "f6250b16881adf048549549fba48b1161acdac8c"
@@ -911,6 +959,12 @@ git-tree-sha1 = "971be550166fe3f604d28715302b58a3f7293160"
 uuid = "23992714-dd62-5051-b70f-ba57cb901cac"
 version = "0.10.3"
 
+[[deps.MKL_jll]]
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
+git-tree-sha1 = "2ce8695e1e699b68702c03402672a69f54b8aca9"
+uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
+version = "2022.2.0+0"
+
 [[deps.MLDatasets]]
 deps = ["CSV", "Chemfiles", "DataDeps", "DataFrames", "DelimitedFiles", "FileIO", "FixedPointNumbers", "GZip", "Glob", "HDF5", "ImageShow", "JLD2", "JSON3", "LazyModules", "MAT", "MLUtils", "NPZ", "Pickle", "Printf", "Requires", "SparseArrays", "Tables"]
 git-tree-sha1 = "498b37aa3ebb4407adea36df1b244fa4e397de5e"
@@ -1101,6 +1155,11 @@ version = "0.4.13"
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
+[[deps.Observables]]
+git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
+version = "0.5.4"
+
 [[deps.OffsetArrays]]
 deps = ["Adapt"]
 git-tree-sha1 = "82d7c9e310fe55aa54996e6f7f94674e2a38fcb4"
@@ -1321,6 +1380,12 @@ git-tree-sha1 = "043da614cc7e95c703498a491e2c21f58a2b8111"
 uuid = "e6cf234a-135c-5ec9-84dd-332b85af5143"
 version = "1.5.3"
 
+[[deps.Ratios]]
+deps = ["Requires"]
+git-tree-sha1 = "dc84268fe0e3335a62e315a3a7cf2afa7178a734"
+uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
+version = "0.4.3"
+
 [[deps.RealDot]]
 deps = ["LinearAlgebra"]
 git-tree-sha1 = "9f0a1b71baaf7650f4fa8a1d168c7fb6ee41f0c9"
@@ -1512,6 +1577,12 @@ git-tree-sha1 = "5aa6250a781e567388f3285fb4b0f214a501b4d5"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
 version = "1.2.1"
 
+[[deps.StatsPlots]]
+deps = ["AbstractFFTs", "Clustering", "DataStructures", "DataValues", "Distributions", "Interpolations", "KernelDensity", "LinearAlgebra", "MultivariateStats", "NaNMath", "Observables", "Plots", "RecipesBase", "RecipesPipeline", "Reexport", "StatsBase", "TableOperations", "Tables", "Widgets"]
+git-tree-sha1 = "e0d5bc26226ab1b7648278169858adcfbd861780"
+uuid = "f3b207a7-027a-5e70-b257-86293d7955fd"
+version = "0.15.4"
+
 [[deps.Strided]]
 deps = ["LinearAlgebra", "TupleTools"]
 git-tree-sha1 = "a7a664c91104329c88222aa20264e1a05b6ad138"
@@ -1550,6 +1621,12 @@ deps = ["Dates"]
 uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
 version = "1.0.0"
 
+[[deps.TableOperations]]
+deps = ["SentinelArrays", "Tables", "Test"]
+git-tree-sha1 = "e383c87cf2a1dc41fa30c093b2a19877c83e1bc1"
+uuid = "ab02a1b2-a7df-11e8-156e-fb1833f50b87"
+version = "1.2.0"
+
 [[deps.TableTraits]]
 deps = ["IteratorInterfaceExtensions"]
 git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
@@ -1664,6 +1741,18 @@ git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
 uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
 version = "1.4.2"
 
+[[deps.Widgets]]
+deps = ["Colors", "Dates", "Observables", "OrderedCollections"]
+git-tree-sha1 = "fcdae142c1cfc7d89de2d11e08721d0f2f86c98a"
+uuid = "cc8bc4a8-27d6-5769-a93b-9d913e69aa62"
+version = "0.6.6"
+
+[[deps.WoodburyMatrices]]
+deps = ["LinearAlgebra", "SparseArrays"]
+git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
+version = "0.5.5"
+
 [[deps.WorkerUtilities]]
 git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
 uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60"
diff --git a/Project.toml b/Project.toml
index 83402ab8..62158dab 100644
--- a/Project.toml
+++ b/Project.toml
@@ -8,6 +8,7 @@ CategoricalArrays = "324d7699-5711-5eae-9e2f-1d82baa6b597"
 ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
 ConformalPrediction = "98bfc277-1877-43dc-819b-a3e38c30242f"
 CounterfactualExplanations = "2f13d31b-18db-44c1-bc43-ebaf2cff0be0"
+Distances = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
 Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 MLJBase = "a7f614a8-145f-11e9-1d2a-a57a1082229d"
@@ -19,6 +20,8 @@ Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 SliceMap = "82cb661a-3f19-5665-9e27-df437c7e54c8"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
+StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 
 [compat]
 julia = "1.8"
-- 
GitLab