Package evaluation of MLJTransforms on Julia 1.13.0-DEV.985 (9c94e7ae32*) started at 2025-08-14T18:56:21.389 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.77s ################################################################################ # Installation # Installing MLJTransforms... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [23777cdb] + MLJTransforms v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [50ba71b6] + BitBasis v0.9.10 ⌅ [324d7699] + CategoricalArrays v0.10.8 [3da002f7] + ColorTypes v0.12.1 [861a8166] + Combinatorics v1.0.3 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.0 [e2d170a0] + DataValueInterfaces v1.0.0 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 [34004b35] + HypergeometricFunctions v0.3.28 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.1 [b964fa9f] + LaTeXStrings v1.4.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [e80e1ace] + MLJModelInterface v1.12.0 [23777cdb] + MLJTransforms v0.1.1 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [d96e819e] + Parameters v0.12.3 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.5.0 [08abe8d2] + PrettyTables v2.4.0 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [321657f4] + ScientificTypes v3.1.1 [30f210dd] + ScientificTypesBase v3.0.0 [91c51154] + SentinelArrays v1.4.8 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.5.1 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [64bff920] + StatisticalTraits v3.5.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.6 [4c63d2b9] + StatsFuns v1.5.0 [892a3eda] + StringManipulation v0.4.1 [ab02a1b2] + TableOperations v1.2.0 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [3a884ed6] + UnPack v1.0.2 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.58s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... ┌ Warning: Could not use exact versions of packages in manifest, re-resolving └ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/activate_set.jl:76 Precompiling package dependencies... Precompilation completed after 40.27s ################################################################################ # Testing # Testing MLJTransforms Test Could not use exact versions of packages in manifest, re-resolving. Note: if you do not check your manifest file into source control, then you can probably ignore this message. However, if you do check your manifest file into source control, then you probably want to pass the `allow_reresolve = false` kwarg when calling the `Pkg.test` function. Updating `/tmp/jl_JmQ7LH/Project.toml` [a93c6f00] + DataFrames v1.7.0 [a7f614a8] + MLJBase v1.8.2 [23777cdb] + MLJTransforms v0.1.1 [860ef19b] + StableRNGs v1.0.3 [3eaba693] + StatsModels v0.7.5 Updating `/tmp/jl_JmQ7LH/Manifest.toml` [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.3.0 [dce04be8] + ArgCheck v2.5.0 [a9b6321e] + Atomix v1.1.2 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 [af321ab8] + CategoricalDistributions v0.1.15 [d360d2e6] + ChainRulesCore v1.26.0 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [ed09eef8] + ComputationalResources v0.3.2 [187b0558] + ConstructionBase v1.6.0 [6add18c4] + ContextVariablesX v0.1.3 [a93c6f00] + DataFrames v1.7.0 ⌅ [864edb3b] ↓ DataStructures v0.19.0 ⇒ v0.18.22 [244e2a9f] + DefineSingletons v0.1.2 [8bb1440f] + DelimitedFiles v1.9.1 [cc61a311] + FLoops v0.2.2 [b9860ae5] + FLoopsBase v0.1.1 [46192b85] + GPUArraysCore v0.2.0 [076d061b] + HashArrayMappedTries v0.2.0 [22cec73e] + InitialValues v0.3.1 [842dd82b] + InlineStrings v1.4.4 [3587e190] + InverseFunctions v0.1.17 [41ab1584] + InvertedIndices v1.3.1 [b14d175d] + JuliaVariables v0.2.4 [63c18a36] + KernelAbstractions v0.9.38 [92ad9a40] + LearnAPI v1.0.1 [c2834f40] + MLCore v1.0.0 [a7f614a8] + MLJBase v1.8.2 [23777cdb] + MLJTransforms v0.1.1 [d8e11817] + MLStyle v0.4.17 [f1d291b0] + MLUtils v0.4.8 [1914dd2f] + MacroTools v0.5.16 [128add7d] + MicroCollections v0.2.0 [872c559c] + NNlib v0.9.31 [71a1bf82] + NameResolution v0.1.5 [2dfb63ee] + PooledArrays v1.4.3 [8162dcfd] + PrettyPrint v0.2.0 [92933f4c] + ProgressMeter v1.10.4 [3cdcf5f2] + RecipesBase v1.3.4 [7e506255] + ScopedValues v1.4.0 [efcf1570] + Setfield v1.1.2 [1277b4bf] + ShiftedArrays v2.0.0 [605ecd9f] + ShowCases v0.1.0 [699a6c99] + SimpleTraits v0.9.5 [171d559e] + SplittablesBase v0.1.15 [860ef19b] + StableRNGs v1.0.3 [c062fc1d] + StatisticalMeasuresBase v0.1.3 [3eaba693] + StatsModels v0.7.5 [28d57a85] + Transducers v0.4.84 [013be700] + UnsafeAtomics v0.3.0 [8ba89e20] + Distributed v1.11.0 [a63ad114] + Mmap v1.11.0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Test Successfully re-resolved Status `/tmp/jl_JmQ7LH/Project.toml` [50ba71b6] BitBasis v0.9.10 ⌅ [324d7699] CategoricalArrays v0.10.8 [861a8166] Combinatorics v1.0.3 [a93c6f00] DataFrames v1.7.0 [31c24e10] Distributions v0.25.120 [a7f614a8] MLJBase v1.8.2 [e80e1ace] MLJModelInterface v1.12.0 [23777cdb] MLJTransforms v0.1.1 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [321657f4] ScientificTypes v3.1.1 [30f210dd] ScientificTypesBase v3.0.0 [860ef19b] StableRNGs v1.0.3 [10745b16] Statistics v1.11.1 [2913bbd2] StatsBase v0.34.6 [3eaba693] StatsModels v0.7.5 [ab02a1b2] TableOperations v1.2.0 [bd369af6] Tables v1.12.1 [ade2ca70] Dates v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_JmQ7LH/Manifest.toml` [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.2 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [50ba71b6] BitBasis v0.9.10 ⌅ [324d7699] CategoricalArrays v0.10.8 [af321ab8] CategoricalDistributions v0.1.15 [d360d2e6] ChainRulesCore v1.26.0 [3da002f7] ColorTypes v0.12.1 [861a8166] Combinatorics v1.0.3 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [ed09eef8] ComputationalResources v0.3.2 [187b0558] ConstructionBase v1.6.0 [6add18c4] ContextVariablesX v0.1.3 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 ⌅ [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [244e2a9f] DefineSingletons v0.1.2 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [1a297f60] FillArrays v1.13.0 [53c48c17] FixedPointNumbers v0.8.5 [46192b85] GPUArraysCore v0.2.0 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [22cec73e] InitialValues v0.3.1 [842dd82b] InlineStrings v1.4.4 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.1 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.38 [b964fa9f] LaTeXStrings v1.4.0 [92ad9a40] LearnAPI v1.0.1 [2ab3a3ac] LogExpFunctions v0.3.29 [c2834f40] MLCore v1.0.0 [a7f614a8] MLJBase v1.8.2 [e80e1ace] MLJModelInterface v1.12.0 [23777cdb] MLJTransforms v0.1.1 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [1914dd2f] MacroTools v0.5.16 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [872c559c] NNlib v0.9.31 [71a1bf82] NameResolution v0.1.5 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [2dfb63ee] PooledArrays v1.4.3 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.5.0 [8162dcfd] PrettyPrint v0.2.0 [08abe8d2] PrettyTables v2.4.0 [92933f4c] ProgressMeter v1.10.4 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [321657f4] ScientificTypes v3.1.1 [30f210dd] ScientificTypesBase v3.0.0 [7e506255] ScopedValues v1.4.0 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [1277b4bf] ShiftedArrays v2.0.0 [605ecd9f] ShowCases v0.1.0 [699a6c99] SimpleTraits v0.9.5 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.5.1 [171d559e] SplittablesBase v0.1.15 [860ef19b] StableRNGs v1.0.3 [90137ffa] StaticArrays v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [c062fc1d] StatisticalMeasuresBase v0.1.3 [64bff920] StatisticalTraits v3.5.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.6 [4c63d2b9] StatsFuns v1.5.0 [3eaba693] StatsModels v0.7.5 [892a3eda] StringManipulation v0.4.1 [ab02a1b2] TableOperations v1.2.0 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [28d57a85] Transducers v0.4.84 [3a884ed6] UnPack v1.0.2 [013be700] UnsafeAtomics v0.3.0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [de0858da] Printf v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling packages... 12577.5 ms ✓ BangBang → BangBangDataFramesExt 1 dependency successfully precompiled in 13 seconds. 47 already precompiled. Precompiling packages... 7421.2 ms ✓ Transducers → TransducersDataFramesExt 1 dependency successfully precompiled in 8 seconds. 63 already precompiled. Precompiling packages... 5288.9 ms ✓ StatsModels 1 dependency successfully precompiled in 6 seconds. 45 already precompiled. Test Summary: | Pass Total Time Generate New feature names Function Tests | 4 4 2.4s Test Summary: | Pass Total Time Column inclusion and exclusion for fit | 4 4 2.7s Test Summary: | Pass Total Time Test generic fit output | 1 1 4.1s Test Summary: | Pass Total Time Test generic transform | 1 1 15.1s Test Summary: | Pass Total Time Callable feature functionality tests | 3 3 0.3s Test Summary: | Pass Total Time Single Symbol and list of one symbol equivalence | 3 3 0.2s Test Summary: | Pass Total Time Test statistic computation | 4 4 1.1s Test Summary: | Pass Total Time Compute_shrinkage tests | 4 4 0.0s Test Summary: | Pass Total Time Compute_m_auto tests | 3 3 1.0s Test Summary: | Pass Total Time Fit for binary classification dataset | 3 3 10.5s Test Summary: | Pass Total Time Fit for regression dataset | 3 3 2.1s Test Summary: | Pass Total Time Fit for multiclassification dataset | 3 3 23.8s Test Summary: | Pass Total Time Test binary classification target encoding transforms | 1 1 10.0s Test Summary: | Pass Total Time Test preserving output type | 1 1 0.4s Test Summary: | Pass Total Time Test regression target encoding transforms | 1 1 0.8s Test Summary: | Pass Total Time Test multiclassification target encoding transforms | 14 14 6.2s [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time mlj-interface | 60 60 23.7s [ Info: Training machine(TargetEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Target Encoding Types | 4 4 4.2s Test Summary: | Pass Total Time Ordinal Encoding Fit | 2 2 2.6s Test Summary: | Pass Total Time Ordinal Encoding Transform | 1 1 8.7s [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Ordinal Encoding | 6 6 3.0s [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). [ Info: Training machine(OrdinalEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Ordinal Encoding Types | 6 6 14.3s Test Summary: | Pass Total Time Frequency Encoding Fit | 3 3 6.0s Test Summary: | Pass Total Time Frequency Encoding Transform | 2 2 4.9s [ Info: Training machine(FrequencyEncoder(features = Symbol[], …), …). [ Info: Training machine(FrequencyEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Frequency Encoding | 6 6 1.4s [ Info: Training machine(FrequencyEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Frequency Encoding Output Types | 4 4 0.9s Test Summary: | Pass Total Time Cardinality Reducer Error Handling | 3 3 5.6s Test Summary: | Pass Total Time Default for Numbers Set Correctly | 1 1 3.8s Test Summary: | Pass Total Time Equivalence of float and integer min_frequency | 8 8 1.3s Test Summary: | Pass Total Time End-to-end test | 97 97 17.6s Test Summary: | Pass Total Time Cardinality Reducer Fit | 1 1 2.8s Test Summary: | Pass Total Time Cardinality Reducer Transform | 1 1 6.9s Test Summary: | Pass Total Time Schema doesn't change after transform | 3 3 0.0s Test Summary: | Pass Total Time Adding new levels | 1 1 0.5s [ Info: Training machine(CardinalityReducer(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Cardinality Reducer | 3 3 2.1s [ Info: Training machine(CardinalityReducer(features = Symbol[], …), …). Test Summary: | Pass Total Time Test Cardinality Reducer Output Types | 2 2 4.0s Test Summary: | Pass Total Time Missingness Encoder Error Handling | 3 3 6.5s Test Summary: | Pass Total Time Default for Numbers Set Correctly | 1 1 1.1s Test Summary: | Pass Total Time End-to-end test | 10 10 5.3s Test Summary: | Pass Total Time Missingness Encoder Fit | 1 1 1.3s Test Summary: | Pass Total Time Missingness Encoder Transform | 1 1 3.9s Test Summary: | Pass Total Time Schema doesn't change after transform | 5 5 0.0s Test Summary: | Pass Total Time Adding new levels | 1 1 0.0s [ Info: Training machine(MissingnessEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Missingness Encoder | 3 3 3.1s [ Info: Training machine(MissingnessEncoder(features = Symbol[], …), …). Multiclass{3}ContinuousMulticlass{4}OrderedFactor{4}Multiclass{3}Test Summary: | Pass Total Time Test Missingness Encoder Output Types | 3 3 4.6s Test Summary: | Pass Total Time Contrast Encoder Error Handling | 5 5 9.7s Test Summary: | Pass Total Time Dummy Coding Tests | 11 11 1.6s Test Summary: | Pass Total Time Sum Coding Tests | 8 8 1.3s Test Summary: | Pass Total Time Backward Difference Coding Tests | 6 6 0.3s Test Summary: | Pass Total Time Forward Difference Coding Tests | 12 12 0.8s Test Summary: | Pass Total Time helmert_vector function tests | 10 10 0.1s Test Summary: | Pass Total Time contrast mode end-to-end test | 1 1 27.0s Test Summary: | Pass Total Time hypothesis mode end-to-end test | 1 1 4.7s Test Summary: | Pass Total Time single-mode end-to-end test with StatsModels | 6 6 21.4s Test Summary: | Pass Total Time multi-mode end-to-end test with StatsModels | 24 24 22.4s [ Info: Training machine(ContrastEncoder(features = Symbol[], …), …). Test Summary: | Pass Total Time MLJ Interface Contrast Encoding | 3 3 2.7s [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). [ Info: Training machine(ContrastEncoder(features = [:name, :favnum], …), …). Test Summary: | Pass Total Time Test Contrast Encoder Output Types | 24 24 2.5s Test Summary: | Pass Total Time UnivariateFillImputer | 5 5 9.1s Test Summary: | Pass Total Time FillImputer | 20 20 14.5s Test Summary: | Pass Total Time One-Hot | 44 44 19.9s Test Summary: | Pass Total Time TimeTypeToContinuous | 19 19 8.2s Test Summary: | Pass Total Time Interaction Transformer functions | 4 4 0.4s Test Summary: | Pass Total Time Interaction Transformer | 7 7 9.6s Test Summary: | Pass Total Time Continuous encoder | 5 5 9.0s Test Summary: | Pass Total Time U-boxcox | 1 1 3.5s Test Summary: | Pass Total Time test set | 47 47 6.5s Test Summary: | Pass Total Time U-Discr | 6 6 10.4s Testing MLJTransforms tests passed Testing completed after 506.91s PkgEval succeeded after 575.02s