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Test for laplace #428

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merged 5 commits into from
Apr 16, 2024
Merged

Test for laplace #428

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c4b792d
done
pat-alt Apr 15, 2024
dcfb388
bumped version
pat-alt Apr 15, 2024
d5e7cc6
formatter
pat-alt Apr 15, 2024
20622d2
bumped compat entry for LaplaceRedux
pat-alt Apr 15, 2024
1a2f5f0
adjustment to test
pat-alt Apr 15, 2024
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2 changes: 1 addition & 1 deletion Project.toml
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Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
name = "CounterfactualExplanations"
uuid = "2f13d31b-18db-44c1-bc43-ebaf2cff0be0"
authors = ["Patrick Altmeyer <[email protected]>"]
version = "1.1.0"
version = "1.1.1"

[deps]
CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
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47 changes: 26 additions & 21 deletions test/Manifest.toml
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Original file line number Diff line number Diff line change
Expand Up @@ -134,9 +134,9 @@ version = "0.10.14"

[[deps.CUDA]]
deps = ["AbstractFFTs", "Adapt", "BFloat16s", "CEnum", "CUDA_Driver_jll", "CUDA_Runtime_Discovery", "CUDA_Runtime_jll", "Crayons", "DataFrames", "ExprTools", "GPUArrays", "GPUCompiler", "KernelAbstractions", "LLVM", "LLVMLoopInfo", "LazyArtifacts", "Libdl", "LinearAlgebra", "Logging", "NVTX", "Preferences", "PrettyTables", "Printf", "Random", "Random123", "RandomNumbers", "Reexport", "Requires", "SparseArrays", "StaticArrays", "Statistics"]
git-tree-sha1 = "baa8ea7a1ea63316fa3feb454635215773c9c845"
git-tree-sha1 = "3dcab8a2c18ca319ea15a41d90e9528b8e93894a"
uuid = "052768ef-5323-5732-b1bb-66c8b64840ba"
version = "5.2.0"
version = "5.3.0"
weakdeps = ["ChainRulesCore", "SpecialFunctions"]

[deps.CUDA.extensions]
Expand All @@ -145,9 +145,9 @@ weakdeps = ["ChainRulesCore", "SpecialFunctions"]

[[deps.CUDA_Driver_jll]]
deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
git-tree-sha1 = "d01bfc999768f0a31ed36f5d22a76161fc63079c"
git-tree-sha1 = "dc172b558adbf17952001e15cf0d6364e6d78c2f"
uuid = "4ee394cb-3365-5eb0-8335-949819d2adfc"
version = "0.7.0+1"
version = "0.8.1+0"

[[deps.CUDA_Runtime_Discovery]]
deps = ["Libdl"]
Expand All @@ -157,9 +157,9 @@ version = "0.2.4"

[[deps.CUDA_Runtime_jll]]
deps = ["Artifacts", "CUDA_Driver_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
git-tree-sha1 = "8e25c009d2bf16c2c31a70a6e9e8939f7325cc84"
git-tree-sha1 = "4ca7d6d92075906c2ce871ea8bba971fff20d00c"
uuid = "76a88914-d11a-5bdc-97e0-2f5a05c973a2"
version = "0.11.1+0"
version = "0.12.1+0"

[[deps.Calculus]]
deps = ["LinearAlgebra"]
Expand Down Expand Up @@ -340,14 +340,19 @@ version = "0.1.3"

[[deps.CounterfactualExplanations]]
deps = ["CUDA", "CategoricalArrays", "ChainRulesCore", "DataFrames", "DecisionTree", "Distributions", "Flux", "LazyArtifacts", "LinearAlgebra", "Logging", "MLJBase", "MLJDecisionTreeInterface", "MLUtils", "MultivariateStats", "PackageExtensionCompat", "Parameters", "ProgressMeter", "Random", "Serialization", "Statistics", "StatsBase", "Tables", "TaijaBase", "UUIDs"]
git-tree-sha1 = "c384305a71c143a862cf0fc09d79ff3ed6b7a5fc"
git-tree-sha1 = "bc266bfcad331f7fd27b831011574e8e8ee351e4"
uuid = "2f13d31b-18db-44c1-bc43-ebaf2cff0be0"
version = "1.0.0"
weakdeps = ["EvoTrees", "LaplaceRedux"]
version = "1.1.0"

[deps.CounterfactualExplanations.extensions]
EvoTreesExt = "EvoTrees"
LaplaceReduxExt = "LaplaceRedux"
NeuroTreeExt = "NeuroTreeModels"

[deps.CounterfactualExplanations.weakdeps]
EvoTrees = "f6006082-12f8-11e9-0c9c-0d5d367ab1e5"
LaplaceRedux = "c52c1a26-f7c5-402b-80be-ba1e638ad478"
NeuroTreeModels = "1db4e0a5-a364-4b0c-897c-2bd5a4a3a1f2"

[[deps.Crayons]]
git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
Expand All @@ -373,9 +378,9 @@ version = "1.6.1"

[[deps.DataStructures]]
deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
git-tree-sha1 = "0f4b5d62a88d8f59003e43c25a8a90de9eb76317"
git-tree-sha1 = "97d79461925cdb635ee32116978fc735b9463a39"
uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
version = "0.18.18"
version = "0.18.19"

[[deps.DataValueInterfaces]]
git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
Expand Down Expand Up @@ -592,9 +597,9 @@ version = "0.1.6"

[[deps.GPUCompiler]]
deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "Scratch", "TimerOutputs", "UUIDs"]
git-tree-sha1 = "a846f297ce9d09ccba02ead0cae70690e072a119"
git-tree-sha1 = "1600477fba37c9fc067b9be21f5e8101f24a8865"
uuid = "61eb1bfa-7361-4325-ad38-22787b887f55"
version = "0.25.0"
version = "0.26.4"

[[deps.GZip]]
deps = ["Libdl", "Zlib_jll"]
Expand All @@ -604,9 +609,9 @@ version = "0.6.2"

[[deps.GeoInterface]]
deps = ["Extents"]
git-tree-sha1 = "d4f85701f569584f2cff7ba67a137d03f0cfb7d0"
git-tree-sha1 = "801aef8228f7f04972e596b09d4dba481807c913"
uuid = "cf35fbd7-0cd7-5166-be24-54bfbe79505f"
version = "1.3.3"
version = "1.3.4"

[[deps.GeometryBasics]]
deps = ["EarCut_jll", "Extents", "GeoInterface", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
Expand Down Expand Up @@ -802,9 +807,9 @@ version = "1.3.1"

[[deps.LaplaceRedux]]
deps = ["ChainRulesCore", "Compat", "ComputationalResources", "Flux", "LinearAlgebra", "MLJFlux", "MLJModelInterface", "MLUtils", "Parameters", "ProgressMeter", "Random", "Statistics", "Tables", "Tullio", "Zygote"]
git-tree-sha1 = "7baad6315a4027403cfb6fb75d16feb047d9022e"
git-tree-sha1 = "9ccffc199b1344d35fc41f39b59f36dc84ed590d"
uuid = "c52c1a26-f7c5-402b-80be-ba1e638ad478"
version = "0.1.7"
version = "0.1.8"

[[deps.LazyArtifacts]]
deps = ["Artifacts", "Pkg"]
Expand Down Expand Up @@ -927,9 +932,9 @@ version = "1.9.6"

[[deps.MLJModels]]
deps = ["CategoricalArrays", "CategoricalDistributions", "Combinatorics", "Dates", "Distances", "Distributions", "InteractiveUtils", "LinearAlgebra", "MLJModelInterface", "Markdown", "OrderedCollections", "Parameters", "Pkg", "PrettyPrinting", "REPL", "Random", "RelocatableFolders", "ScientificTypes", "StatisticalTraits", "Statistics", "StatsBase", "Tables"]
git-tree-sha1 = "dd99a80f39cae8b112823d279dfa08ae872b4f3e"
git-tree-sha1 = "410da88e0e6ece5467293d2c76b51b7c6df7d072"
uuid = "d491faf4-2d78-11e9-2867-c94bc002c0b7"
version = "0.16.16"
version = "0.16.17"

[[deps.MLStyle]]
git-tree-sha1 = "bc38dff0548128765760c79eb7388a4b37fae2c8"
Expand Down Expand Up @@ -1098,9 +1103,9 @@ uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
version = "1.2.0"

[[deps.OffsetArrays]]
git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
git-tree-sha1 = "e64b4f5ea6b7389f6f046d13d4896a8f9c1ba71e"
uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
version = "1.13.0"
version = "1.14.0"
weakdeps = ["Adapt"]

[deps.OffsetArrays.extensions]
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25 changes: 25 additions & 0 deletions test/models/laplace_redux/laplace_redux.jl
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@@ -0,0 +1,25 @@
using CounterfactualExplanations
using CounterfactualExplanations.Models
using LaplaceRedux
using TaijaData

@testset "LaplaceRedux" begin
counterfactual_data =
TaijaData.load_linearly_separable() |>
x -> (Float32.(x[1]), x[2]) |> x -> CounterfactualData(x...)
M = Models.fit_model(counterfactual_data, :LaplaceRedux)

# Select a factual instance:
target = 2
factual = 1
chosen = rand(findall(predict_label(M, counterfactual_data) .== factual))
x = select_factual(counterfactual_data, chosen)

# Search:
generator = GenericGenerator()
ce = generate_counterfactual(x, target, counterfactual_data, M, generator)
@test typeof(ce) <: CounterfactualExplanation
@test CounterfactualExplanations.counterfactual_label(ce) == [target]
end


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[JuliaFormatter] reported by reviewdog 🐶

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1 change: 1 addition & 0 deletions test/models/models.jl
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Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@ if VERSION >= v"1.9"
# Extension currently only works with Julia 1.9 and above (https://github.com/Evovest/NeuroTreeModels.jl/pull/7)
include("neurotree/neurotree.jl")
end
include("laplace_redux/laplace_redux.jl")
include("utils.jl")

@testset "Standard models for synthetic data" begin
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