Package evaluation of TMLE on Julia 1.13.0-DEV.922 (90e3c1a568*) started at 2025-07-30T00:41:21.324 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.95s ################################################################################ # Installation # Installing TMLE... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [8afdd2fb] + TMLE v0.19.0 Updating `~/.julia/environments/v1.13/Manifest.toml` [47edcb42] + ADTypes v1.16.0 [621f4979] + AbstractFFTs v1.5.0 [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [ec485272] + ArnoldiMethod v0.4.0 [a9b6321e] + Atomix v1.1.1 [15f4f7f2] + AutoHashEquals v2.2.0 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 [324d7699] + CategoricalArrays v0.10.8 [af321ab8] + CategoricalDistributions v0.1.15 [082447d4] + ChainRules v1.72.5 [d360d2e6] + ChainRulesCore v1.25.2 [3da002f7] + ColorTypes v0.12.1 [861a8166] + Combinatorics v1.0.3 [38540f10] + CommonSolve v0.2.4 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.17.0 [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 [85a47980] + Dictionaries v0.4.5 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 ⌅ [a0c0ee7d] + DifferentiationInterface v0.6.54 [b4f34e82] + Distances v0.10.12 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [cc61a311] + FLoops v0.2.2 [b9860ae5] + FLoopsBase v0.1.1 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 [f6369f11] + ForwardDiff v1.0.1 [38e38edf] + GLM v1.9.0 [46192b85] + GPUArraysCore v0.2.0 [86223c79] + Graphs v1.13.0 [076d061b] + HashArrayMappedTries v0.2.0 [34004b35] + HypergeometricFunctions v0.3.28 [09f84164] + HypothesisTests v0.11.5 [7869d1d1] + IRTools v0.4.15 [313cdc1a] + Indexing v1.1.1 [d25df0c9] + Inflate v0.1.5 [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 [033835bb] + JLD2 v0.5.15 [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 [caf8df21] + MLJGLMInterface v0.3.7 [e80e1ace] + MLJModelInterface v1.12.0 [d491faf4] + MLJModels v0.17.9 [d8e11817] + MLStyle v0.4.17 [f1d291b0] + MLUtils v0.4.8 [1914dd2f] + MacroTools v0.5.16 [fa8bd995] + MetaGraphsNext v0.7.3 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 [872c559c] + NNlib v0.9.31 [77ba4419] + NaNMath v1.1.3 [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 v1.4.3 [8162dcfd] + PrettyPrint v0.2.0 [54e16d92] + PrettyPrinting v0.4.2 [08abe8d2] + PrettyTables v2.4.0 [92933f4c] + ProgressMeter v1.10.4 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [c1ae055f] + RealDot v0.1.0 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [05181044] + RelocatableFolders v1.0.1 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [f2b01f46] + Roots v2.2.8 [321657f4] + ScientificTypes v3.1.0 [30f210dd] + ScientificTypesBase v3.0.0 [7e506255] + ScopedValues v1.4.0 [6c6a2e73] + Scratch v1.3.0 [91c51154] + SentinelArrays v1.4.8 [efcf1570] + Setfield v1.1.2 [1277b4bf] + ShiftedArrays v2.0.0 [605ecd9f] + ShowCases v0.1.0 [699a6c99] + SimpleTraits v0.9.4 [a2af1166] + SortingAlgorithms v1.2.1 [dc90abb0] + SparseInverseSubset v0.1.2 [276daf66] + SpecialFunctions v2.5.1 [03a91e81] + SplitApplyCombine v1.2.3 [171d559e] + SplittablesBase v0.1.15 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [a19d573c] + StatisticalMeasures v0.2.1 [c062fc1d] + StatisticalMeasuresBase v0.1.2 [64bff920] + StatisticalTraits v3.5.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.5 [4c63d2b9] + StatsFuns v1.5.0 [3eaba693] + StatsModels v0.7.4 [892a3eda] + StringManipulation v0.4.1 [09ab397b] + StructArrays v0.7.1 [8afdd2fb] + TMLE v0.19.0 [ab02a1b2] + TableOperations v1.2.0 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [3bb67fe8] + TranscodingStreams v0.11.3 [28d57a85] + Transducers v0.4.84 [3a884ed6] + UnPack v1.0.2 [013be700] + UnsafeAtomics v0.3.0 [e88e6eb3] + Zygote v0.7.10 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [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 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [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 [1a1011a3] + SharedArrays 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 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.7.15 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 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 5.29s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 1779.85s ################################################################################ # Testing # Testing TMLE Status `/tmp/jl_6nrXe6/Project.toml` [336ed68f] CSV v0.10.15 [324d7699] CategoricalArrays v0.10.8 [6af48e0c] CausalTables v1.3.3 [861a8166] Combinatorics v1.0.3 [a93c6f00] DataFrames v1.7.0 [31c24e10] Distributions v0.25.120 [09f84164] HypothesisTests v0.11.5 [682c06a0] JSON v0.21.4 [2ab3a3ac] LogExpFunctions v0.3.29 [a7f614a8] MLJBase v1.8.2 [caf8df21] MLJGLMInterface v0.3.7 [6ee0df7b] MLJLinearModels v0.10.1 [d491faf4] MLJModels v0.17.9 [54119dfa] MLJXGBoostInterface v0.3.13 [bac558e1] OrderedCollections v1.8.1 [860ef19b] StableRNGs v1.0.3 [a19d573c] StatisticalMeasures v0.2.1 [10745b16] Statistics v1.11.1 [2913bbd2] StatsBase v0.34.5 [8afdd2fb] TMLE v0.19.0 [ab02a1b2] TableOperations v1.2.0 [bd369af6] Tables v1.12.1 [ddb6d928] YAML v0.4.14 [9a3f8284] Random v1.11.0 [9e88b42a] Serialization v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_6nrXe6/Manifest.toml` [47edcb42] ADTypes v1.16.0 [621f4979] AbstractFFTs v1.5.0 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [ec485272] ArnoldiMethod v0.4.0 [4fba245c] ArrayInterface v7.19.0 [a9b6321e] Atomix v1.1.1 [15f4f7f2] AutoHashEquals v2.2.0 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [fa961155] CEnum v0.5.0 [336ed68f] CSV v0.10.15 [324d7699] CategoricalArrays v0.10.8 [af321ab8] CategoricalDistributions v0.1.15 [6af48e0c] CausalTables v1.3.3 [082447d4] ChainRules v1.72.5 [d360d2e6] ChainRulesCore v1.25.2 [944b1d66] CodecZlib v0.7.8 [3da002f7] ColorTypes v0.12.1 [861a8166] Combinatorics v1.0.3 [38540f10] CommonSolve v0.2.4 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.17.0 [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 [85a47980] Dictionaries v0.4.5 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 ⌅ [a0c0ee7d] DifferentiationInterface v0.6.54 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [4e289a0a] EnumX v1.0.5 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [5789e2e9] FileIO v1.17.0 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.13.0 [6a86dc24] FiniteDiff v2.27.0 [53c48c17] FixedPointNumbers v0.8.5 [f6369f11] ForwardDiff v1.0.1 [38e38edf] GLM v1.9.0 [46192b85] GPUArraysCore v0.2.0 [86223c79] Graphs v1.13.0 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [09f84164] HypothesisTests v0.11.5 [7869d1d1] IRTools v0.4.15 [313cdc1a] Indexing v1.1.1 [d25df0c9] Inflate v0.1.5 [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 [42fd0dbc] IterativeSolvers v0.9.4 [82899510] IteratorInterfaceExtensions v1.0.0 [033835bb] JLD2 v0.5.15 [692b3bcd] JLLWrappers v1.7.1 [682c06a0] JSON v0.21.4 [0f8b85d8] JSON3 v1.14.3 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.38 [b964fa9f] LaTeXStrings v1.4.0 [92ad9a40] LearnAPI v1.0.1 [d3d80556] LineSearches v7.4.0 [7a12625a] LinearMaps v3.11.4 [2ab3a3ac] LogExpFunctions v0.3.29 [c2834f40] MLCore v1.0.0 [a7f614a8] MLJBase v1.8.2 [caf8df21] MLJGLMInterface v0.3.7 [6ee0df7b] MLJLinearModels v0.10.1 [e80e1ace] MLJModelInterface v1.12.0 [d491faf4] MLJModels v0.17.9 [54119dfa] MLJXGBoostInterface v0.3.13 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [1914dd2f] MacroTools v0.5.16 [fa8bd995] MetaGraphsNext v0.7.3 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [d41bc354] NLSolversBase v7.10.0 [872c559c] NNlib v0.9.31 [77ba4419] NaNMath v1.1.3 [71a1bf82] NameResolution v0.1.5 [d9ec5142] NamedTupleTools v0.14.3 [429524aa] Optim v1.13.2 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 [2dfb63ee] PooledArrays v1.4.3 [85a6dd25] PositiveFactorizations v0.2.4 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [8162dcfd] PrettyPrint v0.2.0 [54e16d92] PrettyPrinting v0.4.2 [08abe8d2] PrettyTables v2.4.0 [92933f4c] ProgressMeter v1.10.4 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [c1ae055f] RealDot v0.1.0 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [05181044] RelocatableFolders v1.0.1 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [f2b01f46] Roots v2.2.8 [321657f4] ScientificTypes v3.1.0 [30f210dd] ScientificTypesBase v3.0.0 [7e506255] ScopedValues v1.4.0 [6c6a2e73] Scratch v1.3.0 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [1277b4bf] ShiftedArrays v2.0.0 [605ecd9f] ShowCases v0.1.0 [699a6c99] SimpleTraits v0.9.4 [a2af1166] SortingAlgorithms v1.2.1 [dc90abb0] SparseInverseSubset v0.1.2 [a0a7dd2c] SparseMatricesCSR v0.6.9 [276daf66] SpecialFunctions v2.5.1 [03a91e81] SplitApplyCombine v1.2.3 [171d559e] SplittablesBase v0.1.15 [860ef19b] StableRNGs v1.0.3 [90137ffa] StaticArrays v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [a19d573c] StatisticalMeasures v0.2.1 [c062fc1d] StatisticalMeasuresBase v0.1.2 [64bff920] StatisticalTraits v3.5.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.5 [4c63d2b9] StatsFuns v1.5.0 [3eaba693] StatsModels v0.7.4 [69024149] StringEncodings v0.3.7 [892a3eda] StringManipulation v0.4.1 [09ab397b] StructArrays v0.7.1 [856f2bd8] StructTypes v1.11.0 [8afdd2fb] TMLE v0.19.0 [ab02a1b2] TableOperations v1.2.0 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [3bb67fe8] TranscodingStreams v0.11.3 [28d57a85] Transducers v0.4.84 [3a884ed6] UnPack v1.0.2 [013be700] UnsafeAtomics v0.3.0 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [009559a3] XGBoost v2.5.1 [ddb6d928] YAML v0.4.14 [e88e6eb3] Zygote v0.7.10 [700de1a5] ZygoteRules v0.2.7 [4ee394cb] CUDA_Driver_jll v12.9.0+0 [76a88914] CUDA_Runtime_jll v0.18.0+0 [1d63c593] LLVMOpenMP_jll v18.1.8+0 [94ce4f54] Libiconv_jll v1.18.0+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [a5c6f535] XGBoost_jll v2.0.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [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 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [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 [1a1011a3] SharedArrays 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 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.7.15 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling packages... 7945.9 ms ✓ NLSolversBase 7977.0 ms ✓ LineSearches 11251.0 ms ✓ Optim 11613.8 ms ✓ MLJLinearModels 4 dependencies successfully precompiled in 41 seconds. 77 already precompiled. Precompiling packages... 2039.4 ms ✓ ArrayInterface → ArrayInterfaceChainRulesExt 1 dependency successfully precompiled in 2 seconds. 40 already precompiled. Test Summary: | Pass Total Time Test expected_value | 3 3 1m10.0s Test Summary: | Pass Total Time Test counterfactualTreatment | 3 3 17.9s Test Summary: | Pass Total Time Test positivity_constraint & get_frequency_table | 28 28 21.3s Test Summary: | Pass Total Time Test selectcols | 5 5 3.0s Test Summary: | Pass Total Time Test SCM | 17 17 6.3s Test Summary: | Pass Total Time Test StaticSCM | 9 9 0.3s Test Summary: | Pass Total Time Test BackdoorAdjustment | 16 16 5.1s Test Summary: | Pass Total Time Test TMLE.to_dict | 2 2 0.4s Test Summary: | Pass Total Time Test ConditionalDistribution | 3 3 0.3s Test Summary: | Pass Total Time Test CMRelevantFactors | 2 2 0.9s Test Summary: | Pass Total Time Test JointEstimand and ComposedEstimand | 5 5 8.0s Test Summary: | Pass Total Time Test MLConditionalDistributionEstimator: binary outcome | 9 9 52.6s Test Summary: | Pass Total Time Test MLConditionalDistributionEstimator: continuous outcome | 7 7 12.8s Test Summary: | Pass Total Time Test SampleSplitMLConditionalDistributionEstimator: Binary outcome | 13 13 9.0s Test Summary: | Pass Total Time Test SampleSplitMLConditionalDistributionEstimator: Continuous outcome | 7 7 1.3s Test Summary: | Pass Total Time Test Conditional Distribution with no parents fits a marginal | 3 3 1.8s Test Summary: | Pass Total Time Test nomissing | 5 5 7.1s Test Summary: | Pass Total Time Test estimation with missing values and ordered factor treatment | 2 2 1m22.3s Test Summary: | Pass Total Time Test cov | 2 2 3.0s Test Summary: | Pass Total Time Test composition CM(1) - CM(0) = ATE(1,0) | 8 8 1m18.3s Test Summary: | Pass Total Time Test compose multidimensional function | 8 8 3.1s Precompiling packages... 1867.3 ms ✓ CategoricalArrays → CategoricalArraysJSONExt 1 dependency successfully precompiled in 2 seconds. 16 already precompiled. Test Summary: | Pass Total Time Test Joint Interaction | 19 19 29.0s Test Summary: | Pass Total Time Test CausalStratifiedCV | 8 8 5.8s Test Summary: | Pass Total Time Test StatisticalCMCompositeEstimand | 10 10 7.9s Test Summary: | Pass Total Time Test standardization of StatisticalCMCompositeEstimand | 10 10 3.1s Test Summary: | Pass Total Time Test structs are concrete types | 3 3 0.0s Test Summary: | Pass Total Time Test dictionary conversion | 8 8 9.1s Test Summary: | Pass Total Time Test control_case_settings | 6 6 11.2s Test Summary: | Pass Total Time Test unique_treatment_values | 2 2 7.2s Test Summary: | Pass Total Time factorialEstimand errors | 2 2 3.5s Test Summary: | Pass Total Time Test factorial CM | 2 2 6.2s Test Summary: | Pass Total Time Test factorial ATE | 4 4 8.4s Test Summary: | Pass Total Time Test factorial AIE | 3 3 3.3s Test Summary: | Pass Total Time Test factorialEstimands | 2 2 0.1s Test Summary: | Pass Total Time Test ps_lower_bound | 5 5 0.0s Test Summary: | Pass Total Time Test clever_covariate_and_weights: 1 treatment | 4 4 17.6s Test Summary: | Pass Total Time Test clever_covariate_and_weights: 2 treatments | 2 2 0.2s Test Summary: | Pass Total Time Test compute_offset, clever_covariate_and_weights: 3 treatments | 2 2 20.8s Test Summary: | Pass Total Time Test gradient_and_plugin_estimate | 5 5 21.3s Test Summary: | Pass Total Time Test Fluctuation with 1 Treatments | 21 21 7.5s Test Summary: | Pass Total Time Test Fluctuation with 2 Treatments | 11 11 7.4s Test Summary: | Pass Total Time Test same_type_nt | 6 6 0.5s ┌ Warning: `TMLEE(args...; kwargs...)` is deprecated, use `Tmle(args...; kwargs...)` instead. │ caller = top-level scope at estimators_and_estimates.jl:27 └ @ Core ~/.julia/packages/TMLE/ab8s0/test/counterfactual_mean_based/estimators_and_estimates.jl:27 ┌ Warning: `OSE(args...; kwargs...)` is deprecated, use `Ose(args...; kwargs...)` instead. │ caller = top-level scope at estimators_and_estimates.jl:27 └ @ Core ~/.julia/packages/TMLE/ab8s0/test/counterfactual_mean_based/estimators_and_estimates.jl:27 ┌ Warning: `NAIVE(args...; kwargs...)` is deprecated, use `Plugin(args...; kwargs...)` instead. │ caller = top-level scope at estimators_and_estimates.jl:27 └ @ Core ~/.julia/packages/TMLE/ab8s0/test/counterfactual_mean_based/estimators_and_estimates.jl:27 Test Summary: | Pass Total Time Deprecation | 3 3 6.6s Test Summary: | Pass Total Time Test CMRelevantFactorsEstimator | 11 11 14.5s ┌ Warning: The number and/or types of data arguments do not match what the specified model │ supports. Suppress this type check by specifying `scitype_check_level=0`. │ │ Run `@doc MLJLinearModels.LinearRegressor` to learn more about your model's requirements. │ │ Commonly, but non exclusively, supervised models are constructed using the syntax │ `machine(model, X, y)` or `machine(model, X, y, w)` while most other models are │ constructed with `machine(model, X)`. Here `X` are features, `y` a target, and `w` │ sample or class weights. │ │ In general, data in `machine(model, data...)` is expected to satisfy │ │ scitype(data) <: MLJ.fit_data_scitype(model) │ │ In the present case: │ │ scitype(data) = Tuple{ScientificTypesBase.Table{AbstractVector{ScientificTypesBase.Continuous}}, AbstractVector{ScientificTypesBase.OrderedFactor{2}}} │ │ fit_data_scitype(model) = Tuple{ScientificTypesBase.Table{<:AbstractVector{<:ScientificTypesBase.Continuous}}, AbstractVector{ScientificTypesBase.Continuous}} └ @ MLJBase ~/.julia/packages/MLJBase/v5sA7/src/machines.jl:237 ┌ Error: Problem fitting the machine machine(LinearRegressor(fit_intercept = true, …), …). └ @ MLJBase ~/.julia/packages/MLJBase/v5sA7/src/machines.jl:694 [ Info: Running type checks... ┌ Warning: The number and/or types of data arguments do not match what the specified model │ supports. Suppress this type check by specifying `scitype_check_level=0`. │ │ Run `@doc MLJLinearModels.LinearRegressor` to learn more about your model's requirements. │ │ Commonly, but non exclusively, supervised models are constructed using the syntax │ `machine(model, X, y)` or `machine(model, X, y, w)` while most other models are │ constructed with `machine(model, X)`. Here `X` are features, `y` a target, and `w` │ sample or class weights. │ │ In general, data in `machine(model, data...)` is expected to satisfy │ │ scitype(data) <: MLJ.fit_data_scitype(model) │ │ In the present case: │ │ scitype(data) = Tuple{ScientificTypesBase.Table{AbstractVector{ScientificTypesBase.Continuous}}, AbstractVector{ScientificTypesBase.OrderedFactor{2}}} │ │ fit_data_scitype(model) = Tuple{ScientificTypesBase.Table{<:AbstractVector{<:ScientificTypesBase.Continuous}}, AbstractVector{ScientificTypesBase.Continuous}} └ @ MLJBase ~/.julia/packages/MLJBase/v5sA7/src/machines.jl:237 [ Info: It seems an upstream node in a learning network is providing data of incompatible scitype. See above. ┌ Warning: The number and/or types of data arguments do not match what the specified model │ supports. Suppress this type check by specifying `scitype_check_level=0`. │ │ Run `@doc MLJLinearModels.LogisticClassifier` to learn more about your model's requirements. │ │ Commonly, but non exclusively, supervised models are constructed using the syntax │ `machine(model, X, y)` or `machine(model, X, y, w)` while most other models are │ constructed with `machine(model, X)`. Here `X` are features, `y` a target, and `w` │ sample or class weights. │ │ In general, data in `machine(model, data...)` is expected to satisfy │ │ scitype(data) <: MLJ.fit_data_scitype(model) │ │ In the present case: │ │ scitype(data) = Tuple{ScientificTypesBase.Table{Union{AbstractVector{ScientificTypesBase.Continuous}, AbstractVector{ScientificTypesBase.OrderedFactor{2}}}}, AbstractVector{ScientificTypesBase.Continuous}} │ │ fit_data_scitype(model) = Tuple{ScientificTypesBase.Table{<:AbstractVector{<:ScientificTypesBase.Continuous}}, AbstractVector{<:ScientificTypesBase.Finite}} └ @ MLJBase ~/.julia/packages/MLJBase/v5sA7/src/machines.jl:237 ┌ Error: Problem fitting the machine machine(LogisticClassifier(lambda = 2.220446049250313e-16, …), …). └ @ MLJBase ~/.julia/packages/MLJBase/v5sA7/src/machines.jl:694 [ Info: Running type checks... ┌ Warning: The number and/or types of data arguments do not match what the specified model │ supports. Suppress this type check by specifying `scitype_check_level=0`. │ │ Run `@doc MLJLinearModels.LogisticClassifier` to learn more about your model's requirements. │ │ Commonly, but non exclusively, supervised models are constructed using the syntax │ `machine(model, X, y)` or `machine(model, X, y, w)` while most other models are │ constructed with `machine(model, X)`. Here `X` are features, `y` a target, and `w` │ sample or class weights. │ │ In general, data in `machine(model, data...)` is expected to satisfy │ │ scitype(data) <: MLJ.fit_data_scitype(model) │ │ In the present case: │ │ scitype(data) = Tuple{ScientificTypesBase.Table{Union{AbstractVector{ScientificTypesBase.Continuous}, AbstractVector{ScientificTypesBase.OrderedFactor{2}}}}, AbstractVector{ScientificTypesBase.Continuous}} │ │ fit_data_scitype(model) = Tuple{ScientificTypesBase.Table{<:AbstractVector{<:ScientificTypesBase.Continuous}}, AbstractVector{<:ScientificTypesBase.Finite}} └ @ MLJBase ~/.julia/packages/MLJBase/v5sA7/src/machines.jl:237 [ Info: It seems an upstream node in a learning network is providing data of incompatible scitype. See above. [ Info: Estimating nuisance parameters. [ Info: Estimating: P₀(G25 Other extrapyramidal and movement disorders | 2:14983:G:A, PC1, PC2, PC3, PC4, PC5, PC6) ┌ Error: Problem fitting the machine machine(LinearBinaryClassifier(fit_intercept = false, …), …). └ @ MLJBase ~/.julia/packages/MLJBase/v5sA7/src/machines.jl:694 [ Info: Running type checks... [ Info: Type checks okay. ┌ Error: Problem fitting the machine machine(Fluctuation(Ψ = TMLE.StatisticalATE(Symbol("G25 Other extrapyramidal and movement disorders"), OrderedCollections.OrderedDict(Symbol("2:14983:G:A") => (control = "AG", case = "GG")), OrderedCollections.OrderedDict(Symbol("2:14983:G:A") => (:PC1, :PC2, :PC3, :PC4, :PC5, :PC6)), ()), …), …). └ @ MLJBase ~/.julia/packages/MLJBase/v5sA7/src/machines.jl:694 [ Info: Running type checks... [ Info: Type checks okay. Test Summary: | Pass Total Time Test FitFailedError | 6 6 1m21.8s Test Summary: | Pass Total Time Test structs are concrete types | 3 3 0.0s Test Summary: | Pass Total Time Test ATE on perinatal dataset. | 13 13 41.5s ====================================================================================== Information request received. A stacktrace will print followed by a 1.0 second profile ====================================================================================== cmd: /opt/julia/bin/julia 411 running 1 of 1 signal (10): User defined signal 1 ijl_apply_generic at /source/src/gf.c:4206 jl_apply at /source/src/julia.h:2350 [inlined] jl_f__apply_iterate at /source/src/builtins.c:864 iterate at ./iterators.jl:197 [inlined] indicator_values at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/utils.jl:76 unknown function (ip: 0x731726db1a06) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 #clever_covariate_and_weights#222 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/clever_covariate.jl:62 clever_covariate_and_weights at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/clever_covariate.jl:53 unknown function (ip: 0x7317272ede16) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 predict at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/fluctuation.jl:219 _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 predict at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/operations.jl:135 unknown function (ip: 0x731726c474d6) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 predict at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/estimates.jl:31 compute_loss at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:369 mean_loss at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:359 #get_new_targeted_candidate#148 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:223 get_new_targeted_candidate at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:196 unknown function (ip: 0x731726c6dbbb) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 #update_cv_folds_info!#151 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:304 update_cv_folds_info! at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:272 [inlined] #fill_cv_folds_info!#152 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:321 [inlined] fill_cv_folds_info! at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:318 [inlined] #evaluate_cv_candidate#159 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:342 evaluate_cv_candidate at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:332 unknown function (ip: 0x731726c886c7) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 #find_optimal_candidate#146 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:154 find_optimal_candidate at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/collaborative_template.jl:118 unknown function (ip: 0x731726c55df8) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 #_#200 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/nuisance_estimators.jl:416 CMBasedCTMLE at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/nuisance_estimators.jl:379 unknown function (ip: 0x731726c43bac) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 #_#208 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/estimators.jl:133 Tmle at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/estimators.jl:97 unknown function (ip: 0x731726c1bd92) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 macro expansion at /home/pkgeval/.julia/packages/TMLE/ab8s0/test/counterfactual_mean_based/non_regression_test.jl:94 [inlined] macro expansion at /source/usr/share/julia/stdlib/v1.13/Test/src/Test.jl:1859 [inlined] top-level scope at /home/pkgeval/.julia/packages/TMLE/ab8s0/test/counterfactual_mean_based/non_regression_test.jl:80 _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_invoke at /source/src/gf.c:4022 jl_toplevel_eval_flex at /source/src/toplevel.c:762 jl_eval_module_expr at /source/src/toplevel.c:196 [inlined] jl_toplevel_eval_flex at /source/src/toplevel.c:658 jl_toplevel_eval_flex at /source/src/toplevel.c:713 ijl_toplevel_eval at /source/src/toplevel.c:785 ijl_toplevel_eval_in at /source/src/toplevel.c:830 eval at ./boot.jl:489 include_string at ./loading.jl:2848 _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 _include at ./loading.jl:2908 include at ./Base.jl:312 IncludeInto at ./Base.jl:313 jfptr_IncludeInto_63483.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 jl_apply at /source/src/julia.h:2350 [inlined] jl_f__apply_iterate at /source/src/builtins.c:864 eval_test_function at /source/usr/share/julia/stdlib/v1.13/Test/src/Test.jl:388 unknown function (ip: 0x73174cd4966e) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 macro expansion at /source/usr/share/julia/stdlib/v1.13/Test/src/Test.jl:742 [inlined] macro expansion at /home/pkgeval/.julia/packages/TMLE/ab8s0/test/runtests.jl:23 [inlined] macro expansion at ./timing.jl:645 [inlined] top-level scope at /home/pkgeval/.julia/packages/TMLE/ab8s0/test/runtests.jl:353 _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_invoke at /source/src/gf.c:4022 jl_toplevel_eval_flex at /source/src/toplevel.c:762 jl_toplevel_eval_flex at /source/src/toplevel.c:713 ijl_toplevel_eval at /source/src/toplevel.c:785 ijl_toplevel_eval_in at /source/src/toplevel.c:830 eval at ./boot.jl:489 include_string at ./loading.jl:2848 _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 _include at ./loading.jl:2908 include at ./Base.jl:312 IncludeInto at ./Base.jl:313 jfptr_IncludeInto_63483.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 jl_apply at /source/src/julia.h:2350 [inlined] do_call at /source/src/interpreter.c:123 eval_value at /source/src/interpreter.c:243 eval_stmt_value at /source/src/interpreter.c:194 [inlined] eval_body at /source/src/interpreter.c:708 jl_interpret_toplevel_thunk at /source/src/interpreter.c:899 jl_toplevel_eval_flex at /source/src/toplevel.c:773 jl_toplevel_eval_flex at /source/src/toplevel.c:713 ijl_toplevel_eval at /source/src/toplevel.c:785 ijl_toplevel_eval_in at /source/src/toplevel.c:830 eval at ./boot.jl:489 exec_options at ./client.jl:286 _start at ./client.jl:553 jfptr__start_72153.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 jl_apply at /source/src/julia.h:2350 [inlined] true_main at /source/src/jlapi.c:971 jl_repl_entrypoint at /source/src/jlapi.c:1138 main at /source/cli/loader_exe.c:58 unknown function (ip: 0x73174e639249) at /lib/x86_64-linux-gnu/libc.so.6 __libc_start_main at /lib/x86_64-linux-gnu/libc.so.6 (unknown line) unknown function (ip: 0x4010b8) at /workspace/srcdir/glibc-2.17/csu/../sysdeps/x86_64/start.S unknown function (ip: (nil)) at (unknown file) ============================================================== Profile collected. A report will print at the next yield point ============================================================== ====================================================================================== Information request received. A stacktrace will print followed by a 1.0 second profile ====================================================================================== cmd: /opt/julia/bin/julia 1 running 0 of 1 signal (10): User defined signal 1 epoll_pwait at /lib/x86_64-linux-gnu/libc.so.6 (unknown line) uv__io_poll at /workspace/srcdir/libuv/src/unix/linux.c:1404 uv_run at /workspace/srcdir/libuv/src/unix/core.c:430 ijl_task_get_next at /source/src/scheduler.c:457 wait at ./task.jl:1192 wait_forever at ./task.jl:1129 jfptr_wait_forever_47579.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 jl_apply at /source/src/julia.h:2350 [inlined] start_task at /source/src/task.c:1249 unknown function (ip: (nil)) at (unknown file) ============================================================== Profile collected. A report will print at the next yield point ============================================================== ┌ Warning: There were no samples collected in one or more groups. │ This may be due to idle threads, or you may need to run your │ program longer (perhaps by running it multiple times), │ or adjust the delay between samples with `Profile.init()`. └ @ Profile /opt/julia/share/julia/stdlib/v1.13/Profile/src/Profile.jl:1362 Overhead ╎ [+additional indent] Count File:Line Function ========================================================= Thread 1 (default) Task 0x00007ec18ec6f670 Total snapshots: 429. Utilization: 0% ╎429 @Base/task.jl:1129 wait_forever() 428╎ 429 @Base/task.jl:1192 wait() ┌ Warning: There were no samples collected in one or more groups. │ This may be due to idle threads, or you may need to run your │ program longer (perhaps by running it multiple times), │ or adjust the delay between samples with `Profile.init()`. └ @ Profile /opt/julia/share/julia/stdlib/v1.13/Profile/src/Profile.jl:1362 Overhead ╎ [+additional indent] Count File:Line Function ========================================================= Thread 1 (default) Task 0x0000731734400010 Total snapshots: 85. Utilization: 100% ╎85 @Base/client.jl:553 _start() ╎ 85 @Base/client.jl:286 exec_options(opts::Base.JLOptions) ╎ 85 @Base/boot.jl:489 eval(m::Module, e::Any) ╎ 85 @Base/Base.jl:313 (::Base.IncludeInto)(fname::String) ╎ 85 @Base/Base.jl:312 include(mapexpr::Function, mod::Module, _path::Stri… ╎ 85 @Base/loading.jl:2908 _include(mapexpr::Function, mod::Module, _path… ╎ ╎ 85 @Base/loading.jl:2848 include_string(mapexpr::typeof(identity), mod… ╎ ╎ 85 @Base/boot.jl:489 eval(m::Module, e::Any) ╎ ╎ 85 …s0/test/runtests.jl:353 top-level scope ╎ ╎ 85 @Base/timing.jl:645 macro expansion ╎ ╎ 85 …s0/test/runtests.jl:23 macro expansion ╎ ╎ ╎ 85 @Test/src/Test.jl:742 macro expansion ╎ ╎ ╎ 85 @Test/src/Test.jl:388 eval_test_function(func::Any, args::Any… ╎ ╎ ╎ 85 @Base/Base.jl:313 (::Base.IncludeInto)(fname::String) ╎ ╎ ╎ 85 @Base/Base.jl:312 include(mapexpr::Function, mod::Module, _… ╎ ╎ ╎ 85 @Base/loading.jl:2908 _include(mapexpr::Function, mod::Mod… ╎ ╎ ╎ ╎ 85 @Base/loading.jl:2848 include_string(mapexpr::typeof(iden… ╎ ╎ ╎ ╎ 85 @Base/boot.jl:489 eval(m::Module, e::Any) ╎ ╎ ╎ ╎ 85 …gression_test.jl:80 top-level scope ╎ ╎ ╎ ╎ 85 @Test/…c/Test.jl:1859 macro expansion ╎ ╎ ╎ ╎ 85 …ression_test.jl:94 macro expansion ╎ ╎ ╎ ╎ ╎ 85 @TMLE/…mators.jl:97 kwcall(::@NamedTuple{verbosity::… ╎ ╎ ╎ ╎ ╎ 85 @TMLE/…mators.jl:133 (::Tmle)(Ψ::TMLE.StatisticalAT… ╎ ╎ ╎ ╎ ╎ 85 @TMLE/…ators.jl:379 kwcall(::@NamedTuple{cache::Di… ╎ ╎ ╎ ╎ ╎ 85 @TMLE/…ators.jl:416 (::TMLE.CMBasedCTMLE{Adaptive… ╎ ╎ ╎ ╎ ╎ 85 @TMLE/…late.jl:118 kwcall(::@NamedTuple{verbosit… ╎ ╎ ╎ ╎ ╎ ╎ 85 @TMLE/…late.jl:154 find_optimal_candidate(last_… ╎ ╎ ╎ ╎ ╎ ╎ 85 @TMLE/…late.jl:332 kwcall(::@NamedTuple{use_fl… ╎ ╎ ╎ ╎ ╎ ╎ 85 @TMLE/…ate.jl:342 evaluate_cv_candidate(last_… ╎ ╎ ╎ ╎ ╎ ╎ 85 @TMLE/…ate.jl:318 fill_cv_folds_info! ╎ ╎ ╎ ╎ ╎ ╎ 85 @TMLE/…te.jl:321 #fill_cv_folds_info!#152 ╎ ╎ ╎ ╎ ╎ ╎ ╎ 85 @TMLE/…te.jl:272 update_cv_folds_info! ╎ ╎ ╎ ╎ ╎ ╎ ╎ 79 @TMLE/…te.jl:304 update_cv_folds_info!(fo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 79 @TMLE/…te.jl:196 kwcall(::@NamedTuple{us… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 67 @TMLE/…te.jl:218 get_new_targeted_candi… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 67 @TMLE/…rs.jl:264 CMBasedTMLE ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 67 @TMLE/…rs.jl:274 #_#184 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 67 @TMLE/…ls.jl:159 try_fit_ml_estimator ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 67 @TMLE/…ls.jl:167 try_fit_ml_estimat… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 67 @TMLE/…rs.jl:41 MLConditionalDistr… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 67 @TMLE/…rs.jl:58 (::TMLE.MLConditi… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 67 @TMLE/…rs.jl:34 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 67 @TMLE/…rs.jl:37 fit_mlj_model(mod… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 67 @MLJBase/…jl:786 kwcall(::@NamedT… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 1 @MLJBase/…jl:787 #fit!#66 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 1 @MLJBase/…jl:490 glb(::MLJBase.So… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 1 @MLJBase/…jl:366 node(::Function,… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @MLJBase/…jl:133 MLJBase.Node(::F… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @MLJBase/…jl:66 MLJBase.Node(::ty… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 66 @MLJBase/…jl:789 #fit!#66 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 66 @MLJBase/…jl:617 fit_only! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 56 @MLJBase/…jl:692 fit_only!(mach::… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 16 @TMLE/…on.jl:179 fit(model::TMLE.… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 2 @TMLE/…on.jl:53 initialize_observ… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 2 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 2 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 2 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 2 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 2 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 2 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 2 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 2 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @MLJBase/…jl:207 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @MLJBase/…jl:70 sources ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @MLJBase/…jl:0 sources(W::MLJBase… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…ay.jl:2961 filter(f::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…ay.jl:1549 sizehint! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @Base/…ay.jl:1561 sizehint!(a::Ve… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…ay.jl:1076 array_new_memory 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…ot.jl:588 GenericMemory ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @MLJBase/…jl:375 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @MLJBase/…jl:142 (::MLJBase.Node{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @MLJBase/…jl:149 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…le.jl:359 map(f::MLJBase.v… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @MLJBase/…jl:150 #81 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @MLJBase/…jl:142 Node ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @MLJBase/…jl:153 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:135 transform(mach::… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJModels/…:957 transform(transf… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJModels/…:857 transform(transf… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 14 @TMLE/…on.jl:58 initialize_observ… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 14 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 14 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 2 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 2 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @TMLE/…te.jl:62 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @TMLE/…ls.jl:76 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Base/…rs.jl:199 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @MLJBase/…jl:236 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @MLJBase/…jl:68 update_mappings_w… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:31 machine_replaceme… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:134 replace(mach::ML… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJBase/…jl:79 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 12 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 12 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 12 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 4 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 4 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 2 @TMLE/…te.jl:62 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @TMLE/…ls.jl:74 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @DataFrames/…:7 namedtupleiterato… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Tables/….jl:195 columntable(itr:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @DataFrames/…:82 schema ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @DataFrames/…:24 schema(df::DataF… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Base/…ay.jl:808 collect(itr::Bas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @TMLE/…ls.jl:76 indicator_values(… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…rs.jl:199 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 2 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 2 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 2 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 2 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 2 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 2 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 2 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 2 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 2 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 2 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 2 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:207 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJBase/…jl:70 sources ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @MLJBase/…jl:0 sources(W::MLJBase… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…or.jl:48 iterate(::Base.Ge… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 none:? #tree##6 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @MLJBase/…jl:24 tree(W::MLJBase.N… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…or.jl:48 iterate(::Base.Ge… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:236 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJBase/…jl:68 update_mappings_w… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @MLJBase/…jl:31 machine_replaceme… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @MLJBase/…jl:134 replace(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @MLJBase/…jl:79 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @MLJBase/…jl:90 MLJBase.Machine(:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @MLJBase/…jl:149 upstream(mach::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @MLJBase/…jl:157 ancestors 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @MLJBase/…jl:160 ancestors(mach::… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 8 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 8 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 8 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 2 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 2 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 2 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 2 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 2 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 2 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 2 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 2 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 2 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 2 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 2 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 2 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 2 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @MLJBase/…jl:201 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @MLJBase/…jl:52 models(W::MLJBase… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…or.jl:48 iterate(::Base.Ge… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 none:? #tree##6 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @MLJBase/…jl:236 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @MLJBase/…jl:68 update_mappings_w… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @MLJBase/…jl:33 machine_replaceme… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…le.jl:455 Tuple(itr::Base.… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…le.jl:489 _totuple ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @Base/…ay.jl:813 collect(itr::Bas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…ay.jl:839 collect_to_with_… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @Base/…ay.jl:869 collect_to!(dest… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 6 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 6 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 6 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 4 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 4 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 2 @TMLE/…te.jl:62 clever_covariate_… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @TMLE/…ls.jl:75 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @TMLE/…ls.jl:76 indicator_values(… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…rs.jl:197 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 2 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 2 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 2 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 2 @TMLE/…es.jl:135 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @CategoricalDistributions/…:203 b… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @CategoricalArrays/…:55 get ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…ct.jl:504 get ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @Base/…ct.jl:243 ht_keyindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @Base/…ct.jl:128 hashindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…ng.jl:33 hash ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @CategoricalArrays/…:142 hash ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…ng.jl:69 hash ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…ng.jl:68 hash ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @Base/…ng.jl:56 hash_64_64 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…ng.jl:51 hash_finalizer 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @Base/int.jl:88 * ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @CategoricalDistributions/…:211 b… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…st.jl:896 materialize ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…st.jl:921 copy ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @Base/…st.jl:949 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @Base/…st.jl:996 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…op.jl:77 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @Base/…st.jl:997 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…st.jl:618 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…st.jl:622 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @Base/…st.jl:674 _broadcast_getin… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…st.jl:701 _broadcast_getin… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @CategoricalDistributions/…:208 g… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +38 1 @OrderedCollections/…:140 get 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +39 1 @Base/…ls.jl:967 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 2 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 2 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 2 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 2 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJBase/…jl:236 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @MLJBase/…jl:63 update_mappings_w… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @MLJBase/…jl:366 node(::Function,… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @MLJBase/…jl:133 MLJBase.Node(::F… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @MLJBase/…jl:66 MLJBase.Node(::ty… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @MLJBase/…jl:375 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @MLJBase/…jl:142 (::MLJBase.Node{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:149 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…le.jl:359 map(f::MLJBase.v… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @MLJBase/…jl:150 #81 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @MLJBase/…jl:142 Node ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @MLJBase/…jl:146 _apply 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @MLJBase/…jl:153 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 38 @TMLE/…on.jl:180 fit(model::TMLE.… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 9 @TMLE/…on.jl:84 initialize_counte… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 9 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 7 @TMLE/…te.jl:62 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 7 @TMLE/…ls.jl:76 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 2 @Base/…rs.jl:196 iterate 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 2 @Base/…ls.jl:536 tail 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 3 @Base/…rs.jl:197 iterate 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Base/…er.jl:57 getproperty 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 2 @Base/…rs.jl:199 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 2 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 2 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 2 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Base/…st.jl:904 materialize!(des… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Base/…st.jl:907 materialize! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Base/…st.jl:949 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Base/…st.jl:996 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Base/…op.jl:77 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…st.jl:997 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…st.jl:618 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Base/…st.jl:622 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…st.jl:673 _broadcast_getin… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Base/…st.jl:697 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @Base/…st.jl:698 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…st.jl:667 _broadcast_getin… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…ls.jl:967 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @MLJBase/…jl:375 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @MLJBase/…jl:142 (::MLJBase.Node{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @MLJBase/…jl:153 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @MLJGLMInterface/…:450 predict(mo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @MLJModelInterface/…:588 kwcall(:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @MLJModelInterface/…:589 #Univari… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @MLJBase/…jl:147 UnivariateFinite ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:147 #UnivariateFinit… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @CategoricalDistributions/…:377 U… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @CategoricalDistributions/…:393 C… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @CategoricalDistributions/…:487 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @CategoricalDistributions/…:487 #… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @CategoricalDistributions/…:400 _… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @CategoricalDistributions/…:420 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 29 @TMLE/…on.jl:90 initialize_counte… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 29 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 29 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 6 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 6 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 3 @TMLE/…te.jl:62 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @TMLE/…ls.jl:74 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @DataFrames/…:7 namedtupleiterato… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Tables/….jl:195 columntable(itr:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @DataFrames/…:82 schema ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @DataFrames/…:24 schema(df::DataF… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Tables/….jl:487 Tables.Schema(na… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Tables/….jl:491 Tables.Schema(na… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @TMLE/…ls.jl:75 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @TMLE/…ls.jl:76 indicator_values(… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Base/…rs.jl:197 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 3 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 3 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 3 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 3 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 3 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 3 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 3 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 2 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 2 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 2 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 2 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 2 @MLJBase/…jl:236 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 2 @MLJBase/…jl:68 update_mappings_w… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:31 machine_replaceme… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:142 replace(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:33 machine_replaceme… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…le.jl:455 Tuple(itr::Base.… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…le.jl:489 _totuple 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @Base/…ay.jl:813 collect(itr::Bas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @MLJBase/…jl:375 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @MLJBase/…jl:142 (::MLJBase.Node{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @MLJBase/…jl:153 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @MLJGLMInterface/…:450 predict(mo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJModelInterface/…:588 kwcall(:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJModelInterface/…:589 #Univari… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJBase/…jl:147 UnivariateFinite ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @MLJBase/…jl:147 #UnivariateFinit… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @CategoricalDistributions/…:377 U… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @CategoricalDistributions/…:393 C… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @CategoricalDistributions/…:487 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @CategoricalDistributions/…:487 #… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @CategoricalDistributions/…:400 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @CategoricalDistributions/…:428 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @CategoricalDistributions/…:294 C… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @CategoricalDistributions/…:300 C… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +38 1 @Base/…rs.jl:973 |> ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +39 1 @Base/…ay.jl:734 collect ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +40 1 @Base/…ay.jl:740 _collect ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +41 1 @Base/…ay.jl:944 copyto!(dest::Ve… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +42 1 @Base/…ct.jl:66 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +43 1 @OrderedCollections/…:154 iterate 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +44 1 @OrderedCollections/…:155 iterate… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 23 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 23 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 23 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 8 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 8 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 5 @TMLE/…te.jl:62 clever_covariate_… 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 2 @TMLE/…ls.jl:75 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 3 @TMLE/…ls.jl:76 indicator_values(… 3╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 3 @Base/…rs.jl:199 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 3 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 3 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 3 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 3 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @TMLE/…es.jl:30 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @TMLE/…ls.jl:49 selectcols(datase… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @TMLE/…ls.jl:50 selectcols(datase… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @DataFrames/…:1303 select ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @DataFrames/…:1303 #select#616 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @DataFrames/…:1835 manipulate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @DataFrames/…:1841 #manipulate#632 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @DataFrames/…:1828 manipulate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @DataFrames/…:1830 manipulate(df:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @DataFrames/…:193 DataFrame 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @DataFrames/…:232 DataFrames.Data… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 2 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 2 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 2 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:201 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJBase/…jl:52 models(W::MLJBase… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @Base/…or.jl:48 iterate(g::Base.G… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 none:? #tree##6 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @MLJBase/…jl:375 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @MLJBase/…jl:142 (::MLJBase.Node{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:153 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJGLMInterface/…:450 predict(mo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @MLJModelInterface/…:588 kwcall(:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @MLJModelInterface/…:589 #Univari… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @MLJBase/…jl:147 UnivariateFinite ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @MLJBase/…jl:147 #UnivariateFinit… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @CategoricalDistributions/…:377 U… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @CategoricalDistributions/…:393 C… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @CategoricalDistributions/…:487 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @CategoricalDistributions/…:487 #… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @CategoricalDistributions/…:400 _… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +38 1 @CategoricalDistributions/…:420 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 14 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 14 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 14 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 7 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 7 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 3 @TMLE/…te.jl:62 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 3 @TMLE/…ls.jl:76 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…rs.jl:196 iterate 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Base/…ls.jl:536 tail 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 2 @Base/…rs.jl:199 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 4 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 4 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 4 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 3 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 3 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 3 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 3 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 2 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 2 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 2 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 2 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 2 @MLJBase/…jl:201 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 2 @MLJBase/…jl:52 models(W::MLJBase… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @MLJBase/…jl:21 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…or.jl:48 iterate(::Base.Ge… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 none:? #tree##6 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…or.jl:48 iterate(::Base.Ge… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 none:? #tree##6 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +38 1 @MLJBase/…jl:21 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +39 1 @Base/…or.jl:48 iterate(::Base.Ge… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +40 1 none:? #tree##0 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +41 1 @Base/…ic.jl:225 Symbol ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +42 1 @Base/…ot.jl:691 Symbol(s::String) 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +43 1 @Base/…ot.jl:684 _Symbol ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:375 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:142 (::MLJBase.Node{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @MLJBase/…jl:153 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @MLJGLMInterface/…:450 predict(mo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @MLJModelInterface/…:588 kwcall(:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @MLJModelInterface/…:589 #Univari… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @MLJBase/…jl:147 UnivariateFinite ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @MLJBase/…jl:147 #UnivariateFinit… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @CategoricalDistributions/…:377 U… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @CategoricalDistributions/…:393 C… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +38 1 @CategoricalDistributions/…:487 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +39 1 @CategoricalDistributions/…:487 #… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +40 1 @CategoricalDistributions/…:400 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +41 1 @CategoricalDistributions/…:409 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +42 1 @CategoricalDistributions/…:256 _… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +43 1 @CategoricalDistributions/…:279 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @TMLE/…es.jl:135 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @CategoricalDistributions/…:211 b… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…st.jl:896 materialize ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…st.jl:921 copy ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @Base/…st.jl:949 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…st.jl:996 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…op.jl:77 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @Base/…st.jl:997 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @Base/…st.jl:618 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…st.jl:622 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @Base/…st.jl:673 _broadcast_getin… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…st.jl:698 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…st.jl:667 _broadcast_getin… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @Base/…ls.jl:966 getindex 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…ls.jl:387 checkbounds ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 7 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 7 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 7 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 5 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 5 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 4 @TMLE/…te.jl:62 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 4 @TMLE/…ls.jl:76 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…rs.jl:196 iterate 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…ls.jl:536 tail 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 2 @Base/…rs.jl:197 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…rs.jl:199 iterate 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…le.jl:33 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJModels/…:72 predict(::MLJMode… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @CategoricalDistributions/…:377 U… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @CategoricalDistributions/…:393 C… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @CategoricalDistributions/…:487 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @CategoricalDistributions/…:487 #… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @CategoricalDistributions/…:400 _… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @CategoricalDistributions/…:420 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 2 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 2 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 2 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 2 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 2 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 2 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:135 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:490 glb ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJBase/…jl:366 node ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @MLJBase/…jl:133 Node ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @MLJBase/…jl:66 MLJBase.Node(::ty… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…or.jl:48 iterate(::Base.Ge… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 none:? #73 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @MLJBase/…jl:127 nodes ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @MLJBase/…jl:201 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @MLJBase/…jl:52 models(W::MLJBase… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…or.jl:48 iterate(g::Base.G… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 none:? #tree##6 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…or.jl:48 iterate(::Base.Ge… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 none:? #tree##2 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @MLJBase/…jl:27 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @TMLE/…on.jl:226 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @TMLE/…on.jl:28 fluctuation_input… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @TMLE/…on.jl:17 same_type_df ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @DataFrames/…:310 DataFrame ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @DataFrames/…:332 DataFrames.Data… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @DataFrames/…:193 DataFrame ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @DataFrames/…:227 DataFrames.Data… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @DataFrames/…:243 _preprocess_col… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Base/…ay.jl:361 copy ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @Base/…ry.jl:125 unsafe_copyto! 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…em.jl:28 memmove ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 2 @TMLE/…on.jl:197 fit(model::TMLE.… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 2 @TMLE/…on.jl:139 compute_gradient… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 2 @TMLE/…on.jl:120 compute_counterf… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 2 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 2 @MLJGLMInterface/…:450 predict(mo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 2 @MLJModelInterface/…:588 kwcall(:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 2 @MLJModelInterface/…:589 #Univari… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 2 @MLJBase/…jl:147 UnivariateFinite ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 2 @MLJBase/…jl:147 #UnivariateFinit… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 2 @CategoricalDistributions/…:377 U… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 2 @CategoricalDistributions/…:393 C… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 2 @CategoricalDistributions/…:487 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 2 @CategoricalDistributions/…:487 #… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 2 @CategoricalDistributions/…:400 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @CategoricalDistributions/…:409 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @CategoricalDistributions/…:256 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @CategoricalDistributions/…:274 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @CategoricalDistributions/…:235 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…st.jl:896 materialize ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @Base/…st.jl:921 copy ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…st.jl:949 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…st.jl:1025 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @Base/…op.jl:77 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @Base/…st.jl:1026 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…st.jl:618 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @Base/…st.jl:622 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…st.jl:674 _broadcast_getin… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…st.jl:701 _broadcast_getin… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @Base/…ol.jl:40 & 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @CategoricalDistributions/…:420 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 10 @MLJBase/…jl:737 fit_only!(mach::… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 10 @Base/…py.jl:34 deepcopy ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 10 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 10 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 10 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @Base/…py.jl:39 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @Base/…le.jl:19 ntuple ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Base/…py.jl:40 #deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Base/…py.jl:133 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…py.jl:142 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…py.jl:104 deepcopy_internal ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Base/…py.jl:120 _deepcopy_memory… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…py.jl:85 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 9 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 9 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 9 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 9 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 9 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 9 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 9 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 9 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…py.jl:39 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Base/…le.jl:19 ntuple ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…py.jl:40 #deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…py.jl:39 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @Base/…le.jl:19 ntuple ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @Base/…py.jl:40 #deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @Base/…py.jl:133 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…py.jl:142 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…py.jl:104 deepcopy_internal ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @Base/…py.jl:120 _deepcopy_memory… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…py.jl:133 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @Base/…py.jl:142 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +38 1 @Base/…py.jl:104 deepcopy_internal ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +39 1 @Base/…py.jl:109 _deepcopy_memory… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +40 1 @Base/…ry.jl:179 copy(a::Memory{F… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +41 1 @Base/…ot.jl:588 GenericMemory ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 8 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 8 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 8 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 8 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @Base/…py.jl:39 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…le.jl:19 ntuple ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…py.jl:40 #deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @Base/…py.jl:39 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…le.jl:19 ntuple ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…py.jl:40 #deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +38 1 @Base/…py.jl:133 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +39 1 @Base/…py.jl:142 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +40 1 @Base/…py.jl:104 deepcopy_internal 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +41 1 @Base/…py.jl:109 _deepcopy_memory… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 6 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…py.jl:39 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…le.jl:19 ntuple ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @Base/…py.jl:40 #deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @Base/…py.jl:133 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @Base/…py.jl:142 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…py.jl:104 deepcopy_internal ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @Base/…py.jl:120 _deepcopy_memory… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…py.jl:133 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @Base/…py.jl:142 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…py.jl:104 deepcopy_internal ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @Base/…py.jl:109 _deepcopy_memory… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +38 1 @Base/…ry.jl:179 copy(a::Memory{U… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +39 1 @Base/…ot.jl:588 GenericMemory 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 3 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 2 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 2 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 2 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 2 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 2 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 2 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 2 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 2 @Base/…py.jl:39 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 2 @Base/…le.jl:19 ntuple ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 2 @Base/…py.jl:40 #deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 2 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…py.jl:74 deepcopy_internal… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @Base/…py.jl:72 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…py.jl:133 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @Base/…py.jl:142 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +38 1 @Base/…py.jl:104 deepcopy_internal ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +39 1 @Base/…py.jl:120 _deepcopy_memory… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +40 1 @Base/…py.jl:133 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +41 1 @Base/…py.jl:142 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +42 1 @Base/…py.jl:104 deepcopy_internal 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +43 1 @Base/…py.jl:109 _deepcopy_memory… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 2 @Base/…py.jl:133 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 2 @Base/…py.jl:142 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 2 @Base/…py.jl:104 deepcopy_internal ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 2 @Base/…py.jl:120 _deepcopy_memory… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 2 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 2 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 2 @Base/…py.jl:133 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 2 @Base/…py.jl:142 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 2 @Base/…py.jl:104 deepcopy_internal 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…py.jl:116 _deepcopy_memory… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…py.jl:120 _deepcopy_memory… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…py.jl:87 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @Base/…py.jl:74 deepcopy_internal… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…py.jl:133 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @Base/…py.jl:142 deepcopy_interna… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +38 1 @Base/…py.jl:104 deepcopy_internal ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +39 1 @Base/…py.jl:113 _deepcopy_memory… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +40 1 @Base/…ot.jl:594 memoryref ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @Base/…py.jl:86 deepcopy_internal… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…ls.jl:875 isbits ╎ ╎ ╎ ╎ ╎ ╎ ╎ 12 @TMLE/…te.jl:223 get_new_targeted_candi… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 12 @TMLE/…te.jl:359 mean_loss(η̂ₙ::TMLE.ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 12 @TMLE/…te.jl:369 compute_loss(conditi… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 12 @TMLE/…es.jl:31 predict(estimate::TM… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 12 @MLJBase/…jl:135 predict(mach::MLJB… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 2 @TMLE/…on.jl:219 predict(model::TM… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 2 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 1 @TMLE/…te.jl:62 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 1 @TMLE/…ls.jl:76 indicator_values(… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 1 @Base/…rs.jl:199 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 1 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 1 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 1 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 1 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 1 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @MLJBase/…jl:376 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @MLJBase/…jl:326 kwcall(::@NamedT… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @MLJBase/…jl:330 #report#155 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @MLJBase/…jl:48 tuple_keyed_on_mo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @MLJBase/…jl:56 tuple_keyed_on_mo… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Base/…ay.jl:3386 map(f::Function… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 10 @TMLE/…on.jl:224 predict(model::TM… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 10 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 10 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 1 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 1 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 1 @TMLE/…te.jl:62 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 1 @TMLE/…ls.jl:75 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 1 @Base/…ct.jl:504 get(h::Dict{Tupl… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @Base/…ct.jl:243 ht_keyindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @Base/…ct.jl:128 hashindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @Base/…ng.jl:33 hash ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @Base/…le.jl:581 hash 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @Base/…le.jl:33 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 9 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 9 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 9 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 3 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 3 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 2 @TMLE/…te.jl:62 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 2 @TMLE/…ls.jl:76 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @Base/…rs.jl:197 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @Tables/….jl:62 iterate(rows::Tab… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @Tables/….jl:41 _iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @Tables/….jl:50 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Tables/….jl:24 getcolumn ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @CategoricalArrays/…:748 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @CategoricalArrays/…:53 getindex 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @CategoricalArrays/…:80 Categoric… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @Base/…rs.jl:199 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @MLJBase/…jl:201 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @MLJBase/…jl:52 models(W::MLJBase… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…or.jl:48 iterate(::Base.Ge… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 none:? #tree##6 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @MLJBase/…jl:19 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 6 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 6 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 6 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 3 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 3 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 2 @TMLE/…te.jl:62 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 2 @TMLE/…ls.jl:76 indicator_values(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @Base/…rs.jl:197 iterate 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Base/…er.jl:57 getproperty 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @Base/…rs.jl:199 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @MLJBase/…jl:201 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @MLJBase/…jl:52 models(W::MLJBase… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…or.jl:48 iterate(g::Base.G… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 none:? #tree##6 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @MLJBase/…jl:24 tree(W::MLJBase.N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…or.jl:48 iterate(::Base.Ge… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 none:? #tree##6 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @MLJBase/…jl:18 tree(W::MLJBase.N… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @Base/…er.jl:57 getproperty ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 3 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 3 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 3 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @TMLE/…te.jl:62 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @TMLE/…ls.jl:76 indicator_values(… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Base/…rs.jl:199 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 2 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 2 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 2 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 2 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @MLJBase/…jl:160 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…le.jl:455 Tuple ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…le.jl:489 _totuple 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Base/…ay.jl:808 collect(itr::Bas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @MLJBase/…jl:375 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @MLJBase/…jl:142 (::MLJBase.Node{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @MLJBase/…jl:153 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @MLJGLMInterface/…:449 predict(mo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @MLJGLMInterface/…:417 glm_predic… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @StatsModels/…:446 modelcols(t::S… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @StatsModels/…:556 modelcols(t::S… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…ay.jl:813 collect ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…ay.jl:839 collect_to_with_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @Base/…ay.jl:861 collect_to!(dest… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…or.jl:48 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 none:? #modelcols##4 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @StatsModels/…:509 modelcols(t::S… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @Base/…st.jl:896 materialize ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…st.jl:921 copy ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @Base/…st.jl:949 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/…st.jl:996 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @Base/…op.jl:77 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @Base/…st.jl:997 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…ay.jl:995 setindex! 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +37 1 @Base/…ay.jl:1000 _setindex! ╎ ╎ ╎ ╎ ╎ ╎ ╎ 6 @TMLE/…te.jl:314 update_cv_folds_info!(fo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 6 @TMLE/…te.jl:359 mean_loss(η̂ₙ::TMLE.MLCM… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 6 @TMLE/…te.jl:369 compute_loss(condition… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 6 @TMLE/…es.jl:31 predict(estimate::TMLE… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 6 @MLJBase/…jl:135 predict(mach::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 2 @TMLE/…on.jl:219 predict(model::TMLE… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 2 @TMLE/…te.jl:53 kwcall(::@NamedTupl… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 2 @TMLE/…te.jl:63 clever_covariate_a… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 2 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 2 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 2 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 2 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 2 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 2 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 2 @MLJBase/…jl:374 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 2 @MLJBase/…jl:126 replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @MLJBase/…jl:135 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @MLJBase/…jl:490 glb ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @MLJBase/…jl:366 node ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @MLJBase/…jl:133 Node ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @MLJBase/…jl:66 MLJBase.Node(::ty… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Base/…rs.jl:973 |> ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Base/…al.jl:1790 unique ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Base/…al.jl:1790 #unique#552 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Base/…al.jl:1792 _unique_dims ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Base/set.jl:230 unique(itr::Vect… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/set.jl:131 in!(x::MLJBase.N… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…ct.jl:281 ht_keyindex2_sho… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @MLJBase/…jl:136 replace(::MLJBas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @MLJBase/…jl:186 _replace ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @MLJBase/…jl:236 _replace(::MLJBa… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @MLJBase/…jl:68 update_mappings_w… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @MLJBase/…jl:31 machine_replaceme… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @MLJBase/…jl:142 replace(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @TMLE/…on.jl:224 predict(model::TMLE… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @TMLE/…es.jl:31 predict(estimate::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @MLJBase/…jl:135 predict(mach::MLJ… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 1 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 1 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 1 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 1 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 1 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 1 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @MLJBase/…jl:375 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @MLJBase/…jl:142 (::MLJBase.Node{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @MLJBase/…jl:153 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @MLJGLMInterface/…:450 predict(mo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @MLJModelInterface/…:588 kwcall(:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @MLJModelInterface/…:589 #Univari… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @MLJBase/…jl:147 UnivariateFinite ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @MLJBase/…jl:147 #UnivariateFinit… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @CategoricalDistributions/…:377 U… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @CategoricalDistributions/…:393 C… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @CategoricalDistributions/…:487 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @CategoricalDistributions/…:487 #… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @CategoricalDistributions/…:400 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @CategoricalDistributions/…:428 _… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @CategoricalDistributions/…:294 C… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @CategoricalDistributions/…:326 C… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @CategoricalDistributions/…:7 sci… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 3 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 3 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 3 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 1 @TMLE/…on.jl:219 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 1 @TMLE/…te.jl:53 kwcall(::@NamedTu… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 1 @TMLE/…te.jl:63 clever_covariate_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 1 @TMLE/…te.jl:21 balancing_weights ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @TMLE/…te.jl:24 balancing_weights… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @TMLE/…es.jl:133 likelihood(estim… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @MLJBase/…jl:375 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @MLJBase/…jl:142 (::MLJBase.Node{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @MLJBase/…jl:149 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Base/…le.jl:359 map(f::MLJBase.v… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @MLJBase/…jl:150 #81 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @MLJBase/…jl:142 Node ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @MLJBase/…jl:153 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @MLJBase/…jl:135 transform(mach::… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @MLJModels/…:957 transform(transf… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @MLJModels/…:886 transform(transf… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 2 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 2 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 2 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 2 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 2 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 2 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @TMLE/…on.jl:224 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @TMLE/…es.jl:31 predict(estimate:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @MLJBase/…jl:135 predict(mach::ML… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @MLJBase/…jl:193 predict(model::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @MLJBase/…jl:375 output_and_repor… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @MLJBase/…jl:142 (::MLJBase.Node{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @MLJBase/…jl:149 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Base/…le.jl:359 map(f::MLJBase.v… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @MLJBase/…jl:150 #81 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @MLJBase/…jl:142 Node ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @MLJBase/…jl:146 _apply ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @MLJBase/…jl:153 _apply(y_plus::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @MLJBase/…jl:135 transform(mach::… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @MLJModels/…:960 transform(transf… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @ScientificTypes/…:63 coerce ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @ScientificTypes/…:63 #coerce#1 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @ScientificTypes/…:141 coerce ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @ScientificTypes/…:145 coerce(::V… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…le.jl:360 map(f::Scientifi… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @ScientificTypes/…:145 #12 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @ScientificTypes/…:129 feature_sc… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @ScientificTypes/…:112 schema ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @ScientificTypes/…:123 schema ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @ScientificTypes/…:131 cols_schem… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +34 1 @DataFrames/…:82 schema ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +35 1 @DataFrames/…:24 schema(df::DataF… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +36 1 @Base/…ay.jl:813 collect(itr::Bas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @TMLE/…on.jl:226 predict(model::T… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @TMLE/…on.jl:28 fluctuation_input… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @TMLE/…on.jl:17 same_type_df ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @DataFrames/…:310 DataFrame ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @DataFrames/…:332 DataFrames.Data… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @DataFrames/…:26 Index ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @DataFrames/…:28 #Index#7 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Base/…ct.jl:92 Dict{Symbol, Int6… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Base/…ct.jl:193 sizehint! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…ct.jl:200 #sizehint!#307 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…ct.jl:138 rehash!(h::Dict{… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Base/…er.jl:57 getproperty Task 0x00007316df701000 Total snapshots: 1. Utilization: 100% ╎1 @MLJBase/…tworks/nodes.jl:237 (::MLJBase.var"#90#91"{Base.Pairs{Symbol, An… ╎ 1 @MLJBase/…rc/machines.jl:746 fit_only! ╎ 1 @MLJBase/…rc/machines.jl:763 fit_only!(mach::MLJBase.Machine{Symbol, Any… ╎ 1 @MLJBase/…rc/machines.jl:617 fit_only! ╎ 1 @MLJBase/…c/machines.jl:692 fit_only!(mach::MLJBase.Machine{Symbol, An… ╎ 1 @MLJGLMInterface/…ce.jl:366 fit(model::MLJGLMInterface.LinearBinaryCl… ╎ ╎ 1 @MLJGLMInterface/…e.jl:372 fit(model::MLJGLMInterface.LinearBinaryCl… ╎ ╎ 1 @GLM/src/glmfit.jl:604 kwcall(::@NamedTuple{offset::Vector{Float64}… ╎ ╎ 1 @GLM/src/glmfit.jl:604 glm(::StatsModels.FormulaTerm{StatsModels.T… ╎ ╎ 1 @StatsModels/…model.jl:78 kwcall(::@NamedTuple{offset::Vector{Flo… ╎ ╎ 1 @StatsModels/…odel.jl:86 fit(::Type{GLM.GeneralizedLinearModel},… ╎ ╎ ╎ 1 @StatsModels/…ame.jl:229 StatsModels.ModelMatrix(mf::StatsModel… ╎ ╎ ╎ 1 @StatsModels/…ame.jl:225 StatsModels.ModelMatrix{Matrix{Float6… ╎ ╎ ╎ 1 @StatsModels/…ame.jl:154 modelmatrix ╎ ╎ ╎ 1 @StatsModels/…me.jl:154 modelmatrix(mf::StatsModels.ModelFra… ╎ ╎ ╎ 1 @StatsModels/…ms.jl:556 modelcols(t::StatsModels.MatrixTerm… ╎ ╎ ╎ ╎ 1 @Base/…actarray.jl:1789 reduce ╎ ╎ ╎ ╎ 1 @Base/…actarray.jl:1747 _typed_hcat(::Type{Float64}, A::V… ╎ ╎ ╎ ╎ 1 @Base/array.jl:299 copyto! ╎ ╎ ╎ ╎ 1 @Base/array.jl:308 _copyto_impl! ╎ ╎ ╎ ╎ 1 @Base/…cmemory.jl:125 unsafe_copyto! ╎ ╎ ╎ ╎ ╎ 1 @Base/cmem.jl:28 memmove [411] signal 15: Terminated in expression starting at /home/pkgeval/.julia/packages/TMLE/ab8s0/test/counterfactual_mean_based/non_regression_test.jl:79 jl_lookup_generic_ at /source/src/gf.c:4126 [inlined] ijl_apply_generic at /source/src/gf.c:4208 #__cols_schema##2 at ./none (unknown line) iterate at ./generator.jl:48 [inlined] __cols_schema at /home/pkgeval/.julia/packages/ScientificTypes/9VJww/src/schema.jl:193 [inlined] _cols_schema at /home/pkgeval/.julia/packages/ScientificTypes/9VJww/src/schema.jl:139 unknown function (ip: 0x731726d91d26) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 cols_schema at /home/pkgeval/.julia/packages/ScientificTypes/9VJww/src/schema.jl:133 schema at /home/pkgeval/.julia/packages/ScientificTypes/9VJww/src/schema.jl:123 [inlined] schema at /home/pkgeval/.julia/packages/ScientificTypes/9VJww/src/schema.jl:112 [inlined] schema at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/interface/data_utils.jl:30 [inlined] schema at /home/pkgeval/.julia/packages/MLJModelInterface/ExoBl/src/data_utils.jl:196 [inlined] transform at /home/pkgeval/.julia/packages/MLJModels/nxeCf/src/builtins/Transformers.jl:947 unknown function (ip: 0x7317273a426d) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 transform at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/operations.jl:135 unknown function (ip: 0x7317288e4f96) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 jl_apply at /source/src/julia.h:2350 [inlined] jl_f__apply_iterate at /source/src/builtins.c:864 #_apply#79 at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/composition/learning_networks/nodes.jl:153 _apply at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/composition/learning_networks/nodes.jl:146 [inlined] Node at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/composition/learning_networks/nodes.jl:142 [inlined] #81 at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/composition/learning_networks/nodes.jl:150 [inlined] map at ./tuple.jl:359 unknown function (ip: 0x7317272f64c6) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 #_apply#79 at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/composition/learning_networks/nodes.jl:149 _apply at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/composition/learning_networks/nodes.jl:146 [inlined] Node at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/composition/learning_networks/nodes.jl:142 unknown function (ip: 0x7317272f5502) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 output_and_report at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/composition/learning_networks/signatures.jl:375 predict at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/operations.jl:193 unknown function (ip: 0x731726db299d) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 predict at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/operations.jl:135 unknown function (ip: 0x731726db2596) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 predict at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/estimates.jl:31 initialize_counterfactual_cache at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/fluctuation.jl:90 fit at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/fluctuation.jl:180 unknown function (ip: 0x731726db0cf6) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 jl_apply at /source/src/julia.h:2350 [inlined] jl_f__apply_iterate at /source/src/builtins.c:864 #fit_only!#58 at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/machines.jl:692 fit_only! at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/machines.jl:617 [inlined] #fit!#66 at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/machines.jl:789 [inlined] fit! at /home/pkgeval/.julia/packages/MLJBase/v5sA7/src/machines.jl:786 unknown function (ip: 0x7317272e65c6) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 #fit_mlj_model#47 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/estimators.jl:37 fit_mlj_model at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/estimators.jl:34 unknown function (ip: 0x731726daec2e) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 #_#48 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/estimators.jl:58 MLConditionalDistributionEstimator at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/estimators.jl:41 [inlined] #try_fit_ml_estimator#44 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/utils.jl:167 try_fit_ml_estimator at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/utils.jl:159 [inlined] #_#184 at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/nuisance_estimators.jl:274 [inlined] CMBasedTMLE at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/nuisance_estimators.jl:264 [inlined] macro expansion at /home/pkgeval/.julia/packages/TMLE/ab8s0/src/counterfactual_mean_based/nuisance_estimators.jl:342 [inlined] #197 at ./threadingconstructs.jl:276 #195 at ./threadingconstructs.jl:243 [inlined] #threading_run##0 at ./threadingconstructs.jl:177 unknown function (ip: 0x731726b17cc5) at (unknown file) _jl_invoke at /source/src/gf.c:4015 [inlined] ijl_apply_generic at /source/src/gf.c:4212 jl_apply at /source/src/julia.h:2350 [inlined] start_task at /source/src/task.c:1249 unknown function (ip: (nil)) at (unknown file) Allocations: 464107775 (Pool: 464103173; Big: 4602); GC: 104 PkgEval terminated after 2723.2s: test duration exceeded the time limit