Package evaluation to test Lasso on Julia 1.14.0-DEV.1720 (f38c537ec6*) started at 2026-02-15T19:18:56.495 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 12.24s ################################################################################ # Installation # Installing Lasso... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [b4fcebef] + Lasso v0.7.3 Updating `~/.julia/environments/v1.14/Manifest.toml` [621f4979] + AbstractFFTs v1.5.0 [66dad0bd] + AliasTables v1.1.3 [0e736298] + Bessels v0.2.8 [187b0558] + ConstructionBase v1.6.0 [717857b8] + DSP v0.8.4 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.3 [e2d170a0] + DataValueInterfaces v1.0.0 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [7a1cc6ca] + FFTW v1.10.0 [1a297f60] + FillArrays v1.16.0 [38e38edf] + GLM v1.9.3 [34004b35] + HypergeometricFunctions v0.3.28 [92d709cd] + IrrationalConstants v0.2.6 [c8e1da08] + IterTools v1.10.0 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.1 [b4fcebef] + Lasso v0.7.3 [2ab3a3ac] + LogExpFunctions v0.3.29 [f0e99cf1] + MLBase v0.9.2 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.37 [f27b6e38] + Polynomials v4.1.0 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [efcf1570] + Setfield v1.1.2 [1277b4bf] + ShiftedArrays v2.0.0 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.7.1 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 [2913bbd2] + StatsBase v0.34.10 [4c63d2b9] + StatsFuns v1.5.2 [3eaba693] + StatsModels v0.7.9 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [f5851436] + FFTW_jll v3.3.11+0 [1d5cc7b8] + IntelOpenMP_jll v2025.2.0+0 [856f044c] + MKL_jll v2025.2.0+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [1317d2d5] + oneTBB_jll v2022.0.0+1 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates 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 v1.13.0 [4af54fe1] + LazyArtifacts v1.11.0 [b27032c2] + LibCURL v1.0.0 [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 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.18.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Installation completed after 5.44s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 2280.6 ms ✓ MLBase 1346.2 ms ✓ glmnet_jll 5871.8 ms ✓ StatsModels 13943.4 ms ✓ GLMNet 8525.2 ms ✓ GLM 12587.8 ms ✓ Lasso 6 dependencies successfully precompiled in 47 seconds. 119 already precompiled. Precompilation completed after 69.25s ################################################################################ # Testing # Testing Lasso Status `/tmp/jl_MUK680/Project.toml` [336ed68f] CSV v0.10.15 [a93c6f00] DataFrames v1.8.1 [31c24e10] Distributions v0.25.123 [38e38edf] GLM v1.9.3 [8d5ece8b] GLMNet v0.7.4 [b4fcebef] Lasso v0.7.3 [f0e99cf1] MLBase v0.9.2 [860ef19b] StableRNGs v1.0.4 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [2f01184e] SparseArrays v1.13.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_MUK680/Manifest.toml` [621f4979] AbstractFFTs v1.5.0 [66dad0bd] AliasTables v1.1.3 [0e736298] Bessels v0.2.8 [336ed68f] CSV v0.10.15 [944b1d66] CodecZlib v0.7.8 [34da2185] Compat v4.18.1 [187b0558] ConstructionBase v1.6.0 [a8cc5b0e] Crayons v4.1.1 [717857b8] DSP v0.8.4 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.8.1 [864edb3b] DataStructures v0.19.3 [e2d170a0] DataValueInterfaces v1.0.0 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [7a1cc6ca] FFTW v1.10.0 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.16.0 [38e38edf] GLM v1.9.3 [8d5ece8b] GLMNet v0.7.4 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.5 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.6 [c8e1da08] IterTools v1.10.0 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.1 [b964fa9f] LaTeXStrings v1.4.0 [b4fcebef] Lasso v0.7.3 [2ab3a3ac] LogExpFunctions v0.3.29 [f0e99cf1] MLBase v0.9.2 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.37 [69de0a69] Parsers v2.8.3 [f27b6e38] Polynomials v4.1.0 [2dfb63ee] PooledArrays v1.4.3 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [08abe8d2] PrettyTables v3.2.3 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [91c51154] SentinelArrays v1.4.9 [efcf1570] Setfield v1.1.2 [1277b4bf] ShiftedArrays v2.0.0 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.7.1 [860ef19b] StableRNGs v1.0.4 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 [2913bbd2] StatsBase v0.34.10 [4c63d2b9] StatsFuns v1.5.2 [3eaba693] StatsModels v0.7.9 [892a3eda] StringManipulation v0.4.2 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [3bb67fe8] TranscodingStreams v0.11.3 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [f5851436] FFTW_jll v3.3.11+0 [1d5cc7b8] IntelOpenMP_jll v2025.2.0+0 [856f044c] MKL_jll v2025.2.0+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 ⌅ [78c6b45d] glmnet_jll v2.0.13+0 [1317d2d5] oneTBB_jll v2022.0.0+1 [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 v1.13.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v1.0.0 [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 v1.14.0 [de0858da] Printf v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... coefs adiff = 4.51140236279457e-11 rdiff = 6.507267725983681e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.51140236279457e-11 rdiff = 6.507267725983681e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.511355178316023e-11 rdiff = 6.506732572591974e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.511355178316023e-11 rdiff = 6.506946971584865e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.446681273722163e-10 rdiff = 7.2489867817104105e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.446681273722163e-10 rdiff = 7.2489867817104105e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.44667572260704e-10 rdiff = 7.248901190931358e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.4466768328300645e-10 rdiff = 7.248922630830647e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.688510690797898e-11 rdiff = 3.313463541012934e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.688510690797898e-11 rdiff = 3.313463541012934e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.688593957524745e-11 rdiff = 3.3126442608271533e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.6885828552944986e-11 rdiff = 3.3126442608271533e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.092617273381393e-10 rdiff = 2.064893272997513e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.092617273381393e-10 rdiff = 2.064893272997513e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.0926206040504667e-10 rdiff = 2.064900026805443e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.0926206040504667e-10 rdiff = 2.064900026805443e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.8621881814340213e-10 rdiff = 2.4913075262406495e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.8621881814340213e-10 rdiff = 2.4913075262406495e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.8621942876606568e-10 rdiff = 2.491320166560549e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.862194842772169e-10 rdiff = 2.4913160418245815e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.202596048941132e-10 rdiff = 1.4571425025792504e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.202596048941132e-10 rdiff = 1.4571425025792504e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.202602155167767e-10 rdiff = 1.4571441010528122e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.2026027102792796e-10 rdiff = 1.4571435626196124e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 6.073480607327042e-11 rdiff = 6.326451224136924e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 6.073480607327042e-11 rdiff = 6.326451224136924e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 6.073508362902658e-11 rdiff = 6.326466929546753e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 6.073508362902658e-11 rdiff = 6.326466929546753e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.037132850243097e-10 rdiff = 5.230557291879454e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.037132850243097e-10 rdiff = 5.230557291879454e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.0371306297970477e-10 rdiff = 5.2305520287786e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.0371300746855354e-10 rdiff = 5.2305520287786e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.8797519924239623e-11 rdiff = 3.8326667365700454e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.8797519924239623e-11 rdiff = 3.8326667365700454e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.879702032387854e-11 rdiff = 3.8326515777606863e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.8796978690515118e-11 rdiff = 3.8326818953794044e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.2895791646225803e-10 rdiff = 7.817348468478074e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.2895791646225803e-10 rdiff = 7.817348468478074e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.289574723730482e-10 rdiff = 7.81748178985365e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.2895741686189695e-10 rdiff = 7.81751496660149e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.0353332614605506e-11 rdiff = 1.323161146045826e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.0353332614605506e-11 rdiff = 1.323161146045826e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.035399874842028e-11 rdiff = 1.3231723019051374e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.035399874842028e-11 rdiff = 1.3231723019051374e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.2305857988745856e-10 rdiff = 2.3011467946016633e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.2305857988745856e-10 rdiff = 2.3011467946016633e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.230582468205512e-10 rdiff = 2.3011435030900395e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.2305819130939994e-10 rdiff = 2.3011435030900395e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.9385137939309516e-10 rdiff = 2.0702080452574785e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.9385137939309516e-10 rdiff = 2.0702080452574785e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.938519900157587e-10 rdiff = 2.0702120265967686e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.938519900157587e-10 rdiff = 2.0702120265967686e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.917283885104041e-10 rdiff = 7.268639045313165e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.917283885104041e-10 rdiff = 7.268639045313165e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.917289991330676e-10 rdiff = 7.2686455565096475e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.917290546442189e-10 rdiff = 7.268647621035361e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.63241120410396e-11 rdiff = 8.43671479731478e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.63241120410396e-11 rdiff = 8.43671479731478e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.632427857449329e-11 rdiff = 8.436614178797255e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.632427857449329e-11 rdiff = 8.436614178797255e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.4465564563722637e-10 rdiff = 7.601354636457198e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.4465564563722637e-10 rdiff = 7.601354636457198e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.4465592319298253e-10 rdiff = 7.601354636457198e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.4465597870413376e-10 rdiff = 7.601354636457198e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 6.863626333952766e-11 rdiff = 7.972030594919447e-10 b0 adiff = 2.367196716424047e-12 rdiff = 1.4339146039533507e-10 coefs adiff = 6.863637436183012e-11 rdiff = 7.971904642335627e-10 b0 adiff = 2.3671793691892873e-12 rdiff = 1.4339040959744035e-10 coefs adiff = 6.863626333952766e-11 rdiff = 7.971974615993305e-10 b0 adiff = 2.3671412052728158e-12 rdiff = 1.4338809784207195e-10 coefs adiff = 6.863631885067889e-11 rdiff = 7.971974615993305e-10 b0 adiff = 2.3671481441667197e-12 rdiff = 1.4338851816122982e-10 coefs adiff = 3.5583297419705673e-10 rdiff = 5.7182351072726745e-9 b0 adiff = 1.3281856517388668e-11 rdiff = 1.1157171838229753e-9 coefs adiff = 3.5583286317475427e-10 rdiff = 5.718225479160071e-9 b0 adiff = 1.3281849578494764e-11 rdiff = 1.115716600934344e-9 coefs adiff = 3.5583297419705673e-10 rdiff = 5.718312590655056e-9 b0 adiff = 1.3281830496536529e-11 rdiff = 1.1157149979906083e-9 coefs adiff = 3.5583297419705673e-10 rdiff = 5.718322371594843e-9 b0 adiff = 1.3281830496536529e-11 rdiff = 1.1157149979906083e-9 coefs adiff = 5.017747328750488e-11 rdiff = 2.872030456822136e-10 b0 adiff = 1.116319710281477e-12 rdiff = 1.5847672564059076e-10 coefs adiff = 5.017741777635365e-11 rdiff = 2.872387843988392e-10 b0 adiff = 1.116321445004953e-12 rdiff = 1.584769719081195e-10 coefs adiff = 5.0177140220597494e-11 rdiff = 2.875610046679358e-10 b0 adiff = 1.1164125179874418e-12 rdiff = 1.5848990095337977e-10 coefs adiff = 5.0177140220597494e-11 rdiff = 2.875788740262486e-10 b0 adiff = 1.1164211916048217e-12 rdiff = 1.5849113229102361e-10 coefs adiff = 2.983120417354712e-10 rdiff = 1.6101206747686695e-9 b0 adiff = 1.2327472376227888e-11 rdiff = 1.6931639502083424e-9 coefs adiff = 2.9831209724662244e-10 rdiff = 1.6101206747686695e-9 b0 adiff = 1.2327472376227888e-11 rdiff = 1.6931639502083424e-9 coefs adiff = 2.983110980459003e-10 rdiff = 1.6101198947438959e-9 b0 adiff = 1.232738564005409e-11 rdiff = 1.6931520370960535e-9 coefs adiff = 2.9831104253474905e-10 rdiff = 1.6101206747686695e-9 b0 adiff = 1.2327378701160185e-11 rdiff = 1.6931510840470704e-9 coefs adiff = 8.02340971439719e-11 rdiff = 1.4985454407261985e-8 b0 adiff = 3.217785413123231e-12 rdiff = 2.869462283126214e-10 coefs adiff = 8.023415265512313e-11 rdiff = 1.4985278081522376e-8 b0 adiff = 3.2177992909110387e-12 rdiff = 2.869474658652725e-10 coefs adiff = 8.023404163282066e-11 rdiff = 1.498571914008987e-8 b0 adiff = 3.2178253117631783e-12 rdiff = 2.8694978627649333e-10 coefs adiff = 8.02340971439719e-11 rdiff = 1.498571914008987e-8 b0 adiff = 3.2178270464866543e-12 rdiff = 2.8694994097057477e-10 coefs adiff = 3.89844323489541e-10 rdiff = 1.4458679876280134e-8 b0 adiff = 1.7717195766042693e-11 rdiff = 1.5671134039348372e-9 coefs adiff = 3.8984437900069224e-10 rdiff = 1.445859163200417e-8 b0 adiff = 1.7717199235489645e-11 rdiff = 1.5671137108127932e-9 coefs adiff = 3.898442679783898e-10 rdiff = 1.4458679876280134e-8 b0 adiff = 1.7717164541020125e-11 rdiff = 1.5671106420332332e-9 coefs adiff = 3.898442679783898e-10 rdiff = 1.4458679876280134e-8 b0 adiff = 1.7717169745190553e-11 rdiff = 1.5671111023501673e-9 coefs adiff = 5.5327964432194676e-11 rdiff = 4.968899206141243e-10 b0 adiff = 1.9770313858247235e-12 rdiff = 2.573814471299148e-10 coefs adiff = 5.532779789874098e-11 rdiff = 4.968994556786539e-10 b0 adiff = 1.9770244469308196e-12 rdiff = 2.573805437843396e-10 coefs adiff = 5.5327908921043445e-11 rdiff = 4.968994556786539e-10 b0 adiff = 1.9771077136576665e-12 rdiff = 2.573913839312423e-10 coefs adiff = 5.5327908921043445e-11 rdiff = 4.968986773060392e-10 b0 adiff = 1.9771129178280944e-12 rdiff = 2.5739206144042373e-10 coefs adiff = 4.4346465388755973e-10 rdiff = 2.745544016940838e-9 b0 adiff = 2.3152469524889696e-11 rdiff = 2.9584947310696702e-9 coefs adiff = 4.434647649098622e-10 rdiff = 2.745575313311786e-9 b0 adiff = 2.315248513740098e-11 rdiff = 2.9584967260850325e-9 coefs adiff = 4.434647649098622e-10 rdiff = 2.745600114209518e-9 b0 adiff = 2.3152396666503705e-11 rdiff = 2.9584854209979806e-9 coefs adiff = 4.4346465388755973e-10 rdiff = 2.745600114209518e-9 b0 adiff = 2.315239840122718e-11 rdiff = 2.9584856426663545e-9 coefs adiff = 3.979280793764417e-11 rdiff = 4.916957180441259e-10 b0 adiff = 1.3410592081264383e-12 rdiff = 7.669365495739643e-11 coefs adiff = 3.9792780182068554e-11 rdiff = 4.916837499075326e-10 b0 adiff = 1.3410592081264383e-12 rdiff = 7.669365495739643e-11 coefs adiff = 3.9792724670917323e-11 rdiff = 4.91686741941681e-10 b0 adiff = 1.3410314525508227e-12 rdiff = 7.669206764750996e-11 coefs adiff = 3.9792780182068554e-11 rdiff = 4.91686741941681e-10 b0 adiff = 1.3410314525508227e-12 rdiff = 7.669206764750996e-11 coefs adiff = 3.2939767580231205e-10 rdiff = 6.0753215910996075e-9 b0 adiff = 1.460559798105443e-11 rdiff = 1.2579790731966587e-9 coefs adiff = 3.293976202911608e-10 rdiff = 6.075120877085256e-9 b0 adiff = 1.4605604919948334e-11 rdiff = 1.2579796708430772e-9 coefs adiff = 3.2939767580231205e-10 rdiff = 6.075135147732754e-9 b0 adiff = 1.460556849075534e-11 rdiff = 1.2579765331993804e-9 coefs adiff = 3.2939767580231205e-10 rdiff = 6.075149550515878e-9 b0 adiff = 1.4605575429649242e-11 rdiff = 1.2579771308457989e-9 coefs adiff = 4.9092452325538716e-11 rdiff = 5.297015714856206e-10 b0 adiff = 1.1009517950077985e-12 rdiff = 1.5619938499459925e-10 coefs adiff = 4.909250783668995e-11 rdiff = 5.296334112931294e-10 b0 adiff = 1.1009387845817287e-12 rdiff = 1.5619753911854922e-10 coefs adiff = 4.909228579208502e-11 rdiff = 5.295821333705377e-10 b0 adiff = 1.1010341943729074e-12 rdiff = 1.56211075542916e-10 coefs adiff = 4.909234130323625e-11 rdiff = 5.296163712450066e-10 b0 adiff = 1.1010359290963834e-12 rdiff = 1.5621132165972266e-10 coefs adiff = 2.9840857562746237e-10 rdiff = 2.1654312645106914e-9 b0 adiff = 1.3965905688861913e-11 rdiff = 1.8963808337636315e-9 coefs adiff = 2.9840852011631114e-10 rdiff = 2.1654292565944334e-9 b0 adiff = 1.3965909158308865e-11 rdiff = 1.8963813048675365e-9 coefs adiff = 2.9840852011631114e-10 rdiff = 2.1654298042079583e-9 b0 adiff = 1.3965826758943756e-11 rdiff = 1.8963701161497984e-9 coefs adiff = 2.9840852011631114e-10 rdiff = 2.1654305343593247e-9 b0 adiff = 1.3965823289496804e-11 rdiff = 1.8963696450458937e-9 coefs adiff = 1.6438295169507455e-10 rdiff = 7.682264288690908e-9 b0 adiff = 6.148581643827811e-12 rdiff = 5.460534288009383e-10 coefs adiff = 1.6438306271737702e-10 rdiff = 7.680844258064255e-9 b0 adiff = 6.148579909104335e-12 rdiff = 5.460532747407408e-10 coefs adiff = 1.6438300720622578e-10 rdiff = 7.682175383138114e-9 b0 adiff = 6.148611134126902e-12 rdiff = 5.460560478242949e-10 coefs adiff = 1.6438306271737702e-10 rdiff = 7.682086682436823e-9 b0 adiff = 6.148611134126902e-12 rdiff = 5.460560478242949e-10 coefs adiff = 4.132307829252113e-10 rdiff = 1.7332879694156313e-8 b0 adiff = 1.2175423863558521e-11 rdiff = 1.0400803507847557e-9 coefs adiff = 4.132307829252113e-10 rdiff = 1.733314600111169e-8 b0 adiff = 1.2175416924664617e-11 rdiff = 1.0400797580327262e-9 coefs adiff = 4.1323067190290885e-10 rdiff = 1.7333678615022435e-8 b0 adiff = 1.2175453353857613e-11 rdiff = 1.0400828699808813e-9 coefs adiff = 4.132307274140601e-10 rdiff = 1.733350100876835e-8 b0 adiff = 1.2175455088581089e-11 rdiff = 1.0400830181688887e-9 coefs adiff = 5.135880609685728e-11 rdiff = 8.651055798380686e-10 b0 adiff = 1.848257658032537e-12 rdiff = 2.331392500849069e-10 coefs adiff = 5.135886160800851e-11 rdiff = 8.650906841432847e-10 b0 adiff = 1.848259392756013e-12 rdiff = 2.3313946890295347e-10 coefs adiff = 5.135886160800851e-11 rdiff = 8.650906841432847e-10 b0 adiff = 1.8483253122481003e-12 rdiff = 2.3314778398872323e-10 coefs adiff = 5.135886160800851e-11 rdiff = 8.650906841432847e-10 b0 adiff = 1.848332251142004e-12 rdiff = 2.331486592609095e-10 coefs adiff = 4.336273007332636e-10 rdiff = 5.742597952593721e-9 b0 adiff = 1.7290907421141366e-11 rdiff = 2.3134343312967396e-9 coefs adiff = 4.336271341998099e-10 rdiff = 5.742579939195377e-9 b0 adiff = 1.7290893543353558e-11 rdiff = 2.313432474520228e-9 coefs adiff = 4.3362630153254145e-10 rdiff = 5.742585943661492e-9 b0 adiff = 1.729083716484059e-11 rdiff = 2.3134249313656515e-9 coefs adiff = 4.336262460213902e-10 rdiff = 5.742585943661492e-9 b0 adiff = 1.7290830225946685e-11 rdiff = 2.3134240029773958e-9 coefs adiff = 5.161093774574965e-11 rdiff = 6.491663656087031e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.161038263423734e-11 rdiff = 6.491593833731791e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.161082672344719e-11 rdiff = 6.491649691615982e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.1610604678842265e-11 rdiff = 6.491621762673887e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.911604870183055e-10 rdiff = 1.457362427670297e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.911599319067932e-10 rdiff = 1.457362427670297e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.911608200852129e-10 rdiff = 1.4573626613280501e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.911599319067932e-10 rdiff = 1.4573619603547907e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.802464230266537e-11 rdiff = 2.447360200251916e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.802464230266537e-11 rdiff = 2.448206597529271e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.802464230266537e-11 rdiff = 2.4474453345356566e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.802436474690921e-11 rdiff = 2.448036152334645e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.5171534029079226e-9 rdiff = 3.544067073159059e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.5171533473967713e-9 rdiff = 3.544163070012198e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.51715329188562e-9 rdiff = 3.544078430284462e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.517153513930225e-9 rdiff = 3.5441375120643614e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.042144645197368e-11 rdiff = 6.07394009161193e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.042089134046137e-11 rdiff = 6.071001919672566e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.042155747427614e-11 rdiff = 6.074025165799441e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.042111338506629e-11 rdiff = 6.071001919672566e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.252363319944834e-10 rdiff = 3.1591573293152553e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.252363319944834e-10 rdiff = 3.1591504693386112e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.252363319944834e-10 rdiff = 3.1591573293152553e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.252366650613908e-10 rdiff = 3.1591495841803346e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.68416186447007e-10 rdiff = 1.2447251834426576e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.6841607542470456e-10 rdiff = 1.2445376105517113e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.6841607542470456e-10 rdiff = 1.2447251834426576e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.6841640849161195e-10 rdiff = 1.2445531753524743e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.8255211786666337e-9 rdiff = 2.154087714742587e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.8255210676443312e-9 rdiff = 2.1540239562654393e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.8255209566220287e-9 rdiff = 2.1540851413206865e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.8255210676443312e-9 rdiff = 2.1540213672470423e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3864798198426342e-11 rdiff = 5.557891556188399e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3860801395537692e-11 rdiff = 5.559807855126343e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3864354109216492e-11 rdiff = 5.55852990690813e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3860912417840154e-11 rdiff = 5.561721660506787e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.4008030291279283e-9 rdiff = 6.4487675360306085e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.4008031401502308e-9 rdiff = 6.4470234948997026e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.4008028070833234e-9 rdiff = 6.4487093753906195e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.4008033621948357e-9 rdiff = 6.446965334259714e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.990624828480009e-11 rdiff = 1.483567194456147e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.990608175134639e-11 rdiff = 1.4840253214840746e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.990647032940501e-11 rdiff = 1.483627025193993e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.990597072904393e-11 rdiff = 1.483965490746229e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.9227237579855228e-9 rdiff = 1.7434391779804493e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.9227234249186154e-9 rdiff = 1.743246643262736e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.9227238690078252e-9 rdiff = 1.7434356047517536e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.922723535940918e-9 rdiff = 1.7432359108605332e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.062583851080717e-11 rdiff = 5.932120059773944e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.062495033238747e-11 rdiff = 5.931543642536129e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.062572748850471e-11 rdiff = 5.932120059773944e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.062539442159732e-11 rdiff = 5.931559956231538e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0335916567072445e-9 rdiff = 2.1972779393514838e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0335913236403371e-9 rdiff = 2.19727019663749e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.033591545684942e-9 rdiff = 2.1972782912930286e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0335918787518494e-9 rdiff = 2.1972697273820967e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.4746949761910173e-10 rdiff = 4.465433942315245e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.474699417083116e-10 rdiff = 4.4654912208078756e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.4746971966370666e-10 rdiff = 4.465431467013057e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.474701637529165e-10 rdiff = 4.465493679608049e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2191433418351494e-9 rdiff = 1.2254292069452252e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2191433973463006e-9 rdiff = 1.225370707303515e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2191435638797543e-9 rdiff = 1.2254304445963192e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2191432863239982e-9 rdiff = 1.225369469652421e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.887457105695603e-11 rdiff = 6.105172556483397e-11 b0 adiff = 8.758965774902094e-14 rdiff = 2.5410379316837796e-12 coefs adiff = 4.8874349012351104e-11 rdiff = 6.105144819756527e-11 b0 adiff = 8.758271885511704e-14 rdiff = 2.540836629463096e-12 coefs adiff = 4.8874349012351104e-11 rdiff = 6.105144819756527e-11 b0 adiff = 8.758271885511704e-14 rdiff = 2.540836629463096e-12 coefs adiff = 4.888478510878258e-11 rdiff = 6.106448445919424e-11 b0 adiff = 8.752720770388578e-14 rdiff = 2.539226211697631e-12 coefs adiff = 1.0002287886834438e-9 rdiff = 2.7152611983619714e-9 b0 adiff = 4.891149985031262e-12 rdiff = 1.4064776877012286e-10 coefs adiff = 1.0002282335719315e-9 rdiff = 2.7153931739953724e-9 b0 adiff = 4.891143046137358e-12 rdiff = 1.4064756923832597e-10 coefs adiff = 1.0002285666388389e-9 rdiff = 2.715271786664938e-9 b0 adiff = 4.891149985031262e-12 rdiff = 1.4064776877012286e-10 coefs adiff = 1.0002154660071483e-9 rdiff = 2.715417753984401e-9 b0 adiff = 4.891087534986127e-12 rdiff = 1.4064597298395096e-10 coefs adiff = 8.163936193739119e-11 rdiff = 2.4144792826978403e-9 b0 adiff = 7.474077780289523e-13 rdiff = 2.4948689484912387e-10 coefs adiff = 8.163980602660104e-11 rdiff = 2.4151511135797677e-9 b0 adiff = 7.474082117098213e-13 rdiff = 2.4948703961306205e-10 coefs adiff = 8.163913989278626e-11 rdiff = 2.4144022056631677e-9 b0 adiff = 7.474038749011314e-13 rdiff = 2.4948559197368043e-10 coefs adiff = 8.16301470862868e-11 rdiff = 2.4148946688702053e-9 b0 adiff = 7.473691804316118e-13 rdiff = 2.494740108586274e-10 coefs adiff = 1.5191971569628038e-9 rdiff = 3.258898299933591e-8 b0 adiff = 7.93783138178239e-12 rdiff = 8.000706637560211e-9 coefs adiff = 1.5191974900297112e-9 rdiff = 3.258968068214251e-8 b0 adiff = 7.93783571859108e-12 rdiff = 8.001089902191028e-9 coefs adiff = 1.5191973234962575e-9 rdiff = 3.2588957466570805e-8 b0 adiff = 7.937834417548473e-12 rdiff = 8.000752653857935e-9 coefs adiff = 1.519201542343751e-9 rdiff = 3.258944977019806e-8 b0 adiff = 7.937867377294516e-12 rdiff = 8.001014435462763e-9 coefs adiff = 3.49409987054905e-10 rdiff = 5.6164849228036584e-8 b0 adiff = 7.027538273529643e-13 rdiff = 2.8394178083389166e-11 coefs adiff = 3.494151634697573e-10 rdiff = 5.618193270775582e-8 b0 adiff = 7.027989301633397e-13 rdiff = 2.839600042455618e-11 coefs adiff = 3.4941027848844897e-10 rdiff = 5.616553220678161e-8 b0 adiff = 7.027503579060124e-13 rdiff = 2.8394037903299397e-11 coefs adiff = 3.494168843154455e-10 rdiff = 5.6184664778099615e-8 b0 adiff = 7.028023996102917e-13 rdiff = 2.839614060464595e-11 coefs adiff = 1.5986399981571253e-9 rdiff = 4.2122955534760144e-8 b0 adiff = 9.466934181023845e-12 rdiff = 2.913655912746583e-10 coefs adiff = 1.598636556465749e-9 rdiff = 4.213867305698933e-8 b0 adiff = 9.466927242129941e-12 rdiff = 2.9136537771503204e-10 coefs adiff = 1.5986401091794278e-9 rdiff = 4.2121931066642606e-8 b0 adiff = 9.466934181023845e-12 rdiff = 2.913655912746583e-10 coefs adiff = 1.598643994960014e-9 rdiff = 4.2141063482596926e-8 b0 adiff = 9.46687173097871e-12 rdiff = 2.9136366923802234e-10 coefs adiff = 3.3729319337538755e-10 rdiff = 1.3858825012383745e-9 b0 adiff = 7.320394290744048e-13 rdiff = 9.184154163694109e-10 coefs adiff = 3.3729330439769e-10 rdiff = 1.3856884549015819e-9 b0 adiff = 7.320428985213567e-13 rdiff = 9.185763331622842e-10 coefs adiff = 3.3729330439769e-10 rdiff = 1.3858782000212828e-9 b0 adiff = 7.320411637978808e-13 rdiff = 9.184260716705606e-10 coefs adiff = 3.3730229720418947e-10 rdiff = 1.3856166860221095e-9 b0 adiff = 7.320767256291383e-13 rdiff = 9.187600827433355e-10 coefs adiff = 1.8697247083920843e-9 rdiff = 2.957085221514753e-8 b0 adiff = 7.743876720422982e-12 rdiff = 1.0097409221790823e-8 coefs adiff = 1.869724597369782e-9 rdiff = 2.956989461888224e-8 b0 adiff = 7.743881057231672e-12 rdiff = 1.0097272322115506e-8 coefs adiff = 1.8697250414589917e-9 rdiff = 2.957079181630052e-8 b0 adiff = 7.74388192459341e-12 rdiff = 1.0097386618917029e-8 coefs adiff = 1.869734478354701e-9 rdiff = 2.956977369917035e-8 b0 adiff = 7.743917486424667e-12 rdiff = 1.0097140391866342e-8 coefs adiff = 3.2548408412935714e-12 rdiff = 7.341508347424316e-11 b0 adiff = 5.655198531684391e-15 rdiff = 1.8534917363419575e-13 coefs adiff = 3.2550628858984965e-12 rdiff = 7.574854011670427e-11 b0 adiff = 5.599687380453133e-15 rdiff = 1.8352979524269445e-13 coefs adiff = 3.254729818991109e-12 rdiff = 7.325291378763982e-11 b0 adiff = 5.658667978636345e-15 rdiff = 1.8546288478366458e-13 coefs adiff = 3.2445157671645575e-12 rdiff = 7.574854011670427e-11 b0 adiff = 5.603156827405087e-15 rdiff = 1.8364350639216328e-13 coefs adiff = 1.5913975692782856e-9 rdiff = 1.3886230458312494e-8 b0 adiff = 7.674978708127611e-12 rdiff = 2.212381178286945e-10 coefs adiff = 1.5913956818991437e-9 rdiff = 1.3889293813911688e-8 b0 adiff = 7.674978708127611e-12 rdiff = 2.212381178286945e-10 coefs adiff = 1.5913975692782856e-9 rdiff = 1.3886311543155797e-8 b0 adiff = 7.674978708127611e-12 rdiff = 2.212381178286945e-10 coefs adiff = 1.5914037865272235e-9 rdiff = 1.3888807169484861e-8 b0 adiff = 7.67492319697638e-12 rdiff = 2.2123651767016847e-10 coefs adiff = 8.36047897578851e-11 rdiff = 1.4969027195723623e-9 b0 adiff = 7.641994675955388e-13 rdiff = 2.583920553625624e-10 coefs adiff = 8.360490078018756e-11 rdiff = 1.4973364850154944e-9 b0 adiff = 7.641977328720628e-13 rdiff = 2.5839146881574646e-10 coefs adiff = 8.360445669097771e-11 rdiff = 1.4968885335327127e-9 b0 adiff = 7.641951307868489e-13 rdiff = 2.583905889955226e-10 coefs adiff = 8.359546388447825e-11 rdiff = 1.497180620451652e-9 b0 adiff = 7.641604363173293e-13 rdiff = 2.5837885805920425e-10 coefs adiff = 1.952422334916548e-9 rdiff = 1.3464523793229158e-8 b0 adiff = 8.763640420988983e-12 rdiff = 7.309664115934745e-9 coefs adiff = 1.9524228900280605e-9 rdiff = 1.346290447645423e-8 b0 adiff = 8.763643456755066e-12 rdiff = 7.309626150752861e-9 coefs adiff = 1.952422334916548e-9 rdiff = 1.3464523793229158e-8 b0 adiff = 8.763642589393328e-12 rdiff = 7.309661966962185e-9 coefs adiff = 1.9524131200654438e-9 rdiff = 1.3462447563023548e-8 b0 adiff = 8.763606160200332e-12 rdiff = 7.309621852807741e-9 coefs adiff = 7.238487587102327e-11 rdiff = 1.285775495914009e-9 b0 adiff = 5.696970672985913e-13 rdiff = 1.6874543124498296e-11 coefs adiff = 7.23842097372085e-11 rdiff = 1.2953011912878824e-9 b0 adiff = 5.696901284046874e-13 rdiff = 1.6874337593048092e-11 coefs adiff = 7.238520893793066e-11 rdiff = 1.285775495914009e-9 b0 adiff = 5.696970672985913e-13 rdiff = 1.6874543124498296e-11 coefs adiff = 7.237421772998687e-11 rdiff = 1.2937538952465816e-9 b0 adiff = 5.696346172534561e-13 rdiff = 1.6872693341446475e-11 coefs adiff = 1.364570345607774e-9 rdiff = 1.0930047786410112e-8 b0 adiff = 6.758114901028733e-12 rdiff = 2.1790206492991486e-10 coefs adiff = 1.3645680141394223e-9 rdiff = 1.09302842740485e-8 b0 adiff = 6.758128778816541e-12 rdiff = 2.179025123917684e-10 coefs adiff = 1.364570345607774e-9 rdiff = 1.0930238997143048e-8 b0 adiff = 6.7581079621348294e-12 rdiff = 2.179018411989881e-10 coefs adiff = 1.3645595764444352e-9 rdiff = 1.0930475297686785e-8 b0 adiff = 6.758170412179965e-12 rdiff = 2.1790385477732898e-10 coefs adiff = 3.490941979933382e-10 rdiff = 6.647872532892247e-8 b0 adiff = 7.222681654150964e-13 rdiff = 7.328791979707539e-10 coefs adiff = 3.4909375390412833e-10 rdiff = 6.647958231128391e-8 b0 adiff = 7.222638286064065e-13 rdiff = 7.330703354715354e-10 coefs adiff = 3.4909430901564065e-10 rdiff = 6.647878169437495e-8 b0 adiff = 7.222677317342274e-13 rdiff = 7.328890504192478e-10 coefs adiff = 3.491033018221401e-10 rdiff = 6.647971399917959e-8 b0 adiff = 7.223041609272229e-13 rdiff = 7.332393596990306e-10 coefs adiff = 1.225530454895818e-9 rdiff = 1.6361191547259217e-8 b0 adiff = 6.602065682342895e-12 rdiff = 2.670911537789127e-8 coefs adiff = 1.2255305659181204e-9 rdiff = 1.6360297030056125e-8 b0 adiff = 6.602069151789847e-12 rdiff = 2.6708914168998694e-8 coefs adiff = 1.2255302883623642e-9 rdiff = 1.636115413879749e-8 b0 adiff = 6.60206351393855e-12 rdiff = 2.6709099832916977e-8 coefs adiff = 1.2255258474702657e-9 rdiff = 1.636020287700211e-8 b0 adiff = 6.60202881946903e-12 rdiff = 2.6708749523637195e-8 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.5423232297150378e-8 rdiff = 3.0729478658863966e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.5423232297150378e-8 rdiff = 3.0729478658863966e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.5423233074306495e-8 rdiff = 3.072947959822533e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.5423232741239588e-8 rdiff = 3.072947919564189e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 4.743535830797896e-8 rdiff = 6.575305549786656e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 4.743535830797896e-8 rdiff = 6.575305549786656e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 4.7435358974112773e-8 rdiff = 6.575305854786502e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 4.743535886309047e-8 rdiff = 6.575305837842066e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.173614369193615e-9 rdiff = 5.870680216258144e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.173614369193615e-9 rdiff = 5.870680216258144e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.17361503532743e-9 rdiff = 5.8706807614029495e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.173614813282825e-9 rdiff = 5.870680579688014e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.223206933635538e-8 rdiff = 6.179293593151635e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.223206933635538e-8 rdiff = 6.179293593151635e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.22320702245338e-8 rdiff = 6.179293578099113e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 5.223206989146689e-8 rdiff = 6.179293532941546e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model at Lasso.jl:339 [inlined] └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.354167893958703e-8 rdiff = 2.8750453570292187e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model at Lasso.jl:339 [inlined] └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.354167893958703e-8 rdiff = 2.8750453570292187e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.3541680160832357e-8 rdiff = 2.8750455061747285e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.3541679605720844e-8 rdiff = 2.875045438381315e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.3810633797971548e-8 rdiff = 2.9078916726566302e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.3810633797971548e-8 rdiff = 2.9078916726566302e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.3810633131837733e-8 rdiff = 2.907891591304534e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.3810632909793128e-8 rdiff = 2.9078915641871685e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.170790203148698e-8 rdiff = 2.3591691491681246e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.170790203148698e-8 rdiff = 2.3591691491681246e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.170790192046468e-8 rdiff = 2.3591691371024543e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.1707901698420073e-8 rdiff = 2.3591691129711136e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1285595791221681e-8 rdiff = 9.343938201035398e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1285595791221681e-8 rdiff = 9.343938201035398e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1285594903043261e-8 rdiff = 9.34393746566578e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1285595125087866e-8 rdiff = 9.343937649508185e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2210201738582782e-8 rdiff = 1.652280675582827e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2210201738582782e-8 rdiff = 1.652280675582827e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.221020029529285e-8 rdiff = 1.6522804802772857e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2210200406315153e-8 rdiff = 1.652280495300789e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.6576161776526988e-8 rdiff = 1.686499919155228e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.6576161776526988e-8 rdiff = 1.686499919155228e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.6576163774928432e-8 rdiff = 1.6865001144607698e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.6576163774928432e-8 rdiff = 1.6865001294842732e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0100811853597236e-8 rdiff = 1.2588446788654479e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0100811853597236e-8 rdiff = 1.2588446788654479e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0100811631552631e-8 rdiff = 1.2588446511924575e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0100811631552631e-8 rdiff = 1.2588446511924575e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3915607555148313e-8 rdiff = 1.269519687110787e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3915607555148313e-8 rdiff = 1.269519687110787e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3915610441728177e-8 rdiff = 1.269519894658215e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3915610663772782e-8 rdiff = 1.269519894658215e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model at Lasso.jl:339 [inlined] └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.1196455984574527e-8 rdiff = 1.540781311113199e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model at Lasso.jl:339 [inlined] └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.1196455984574527e-8 rdiff = 1.540781311113199e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.119645520741841e-8 rdiff = 1.5407812041661773e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1196455429463015e-8 rdiff = 1.5407812347224694e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.397195980081591e-8 rdiff = 5.294700055676647e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.397195980081591e-8 rdiff = 5.294700055676647e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.3971959467749e-8 rdiff = 5.2947000365406484e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.397195891263749e-8 rdiff = 5.29470001740465e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.483831053813674e-9 rdiff = 1.1846837856261285e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.483831053813674e-9 rdiff = 1.1846837856261285e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.483831386880581e-9 rdiff = 1.1846838272315686e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.483831608925186e-9 rdiff = 1.1846838549685285e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1778189534794592e-8 rdiff = 1.1920067868729125e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1778189534794592e-8 rdiff = 1.1920067868729125e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1778190422973012e-8 rdiff = 1.1920068700837928e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1778190645017617e-8 rdiff = 1.1920067868729125e-8 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.5311729490162804e-8 rdiff = 3.059179436659917e-8 b0 adiff = 3.059570899584252e-10 rdiff = 1.794658581362871e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.5311729379140502e-8 rdiff = 3.0591794232417444e-8 b0 adiff = 3.059572157258772e-10 rdiff = 1.794659319079513e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.531173015629662e-8 rdiff = 3.05917951716895e-8 b0 adiff = 3.0595725866028323e-10 rdiff = 1.7946595709207116e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.5311729823229712e-8 rdiff = 3.059179476914433e-8 b0 adiff = 3.059572126901111e-10 rdiff = 1.7946593012725596e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.554332645399171e-8 rdiff = 3.0871702805733524e-8 b0 adiff = 3.088775533087451e-10 rdiff = 1.8117892012609738e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.5543325787857896e-8 rdiff = 3.0871702000643194e-8 b0 adiff = 3.088774557305496e-10 rdiff = 1.8117886288946137e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.5543326342969408e-8 rdiff = 3.0871702671551806e-8 b0 adiff = 3.0887738200480186e-10 rdiff = 1.8117881964400303e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.5543326231947105e-8 rdiff = 3.087170253737008e-8 b0 adiff = 3.088773898110575e-10 rdiff = 1.8117882422293392e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.0918098060701595e-9 rdiff = 5.803510214463186e-9 b0 adiff = 8.296825899922755e-11 rdiff = 2.8101515617859536e-6 coefs adiff = 7.091810472203974e-9 rdiff = 5.8035107595869974e-9 b0 adiff = 8.296819611550155e-11 rdiff = 2.8101541252453487e-6 coefs adiff = 7.0918126926500236e-9 rdiff = 5.803512576666373e-9 b0 adiff = 8.296819828390589e-11 rdiff = 2.8101659445543152e-6 coefs adiff = 7.091811804471604e-9 rdiff = 5.803511849834623e-9 b0 adiff = 8.296821563114065e-11 rdiff = 2.8101650052714836e-6 coefs adiff = 1.447026498624382e-8 rdiff = 1.2048495821642205e-8 b0 adiff = 1.71304978448944e-10 rdiff = 6.034411085784145e-6 coefs adiff = 1.447026454215461e-8 rdiff = 1.2048495451876552e-8 b0 adiff = 1.7130482362487376e-10 rdiff = 6.034407583041918e-6 coefs adiff = 1.4470264320110005e-8 rdiff = 1.2048495266993724e-8 b0 adiff = 1.713050187812648e-10 rdiff = 6.0344045499411075e-6 coefs adiff = 1.4470264320110005e-8 rdiff = 1.2048495266993724e-8 b0 adiff = 1.7130497020900748e-10 rdiff = 6.034411907656623e-6 coefs adiff = 2.3418638916972156e-8 rdiff = 2.859326132606699e-8 b0 adiff = 2.483423831162179e-10 rdiff = 1.1126861282457061e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.341863902799446e-8 rdiff = 2.859326146162097e-8 b0 adiff = 2.4834237704468576e-10 rdiff = 1.1126861010424976e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.3418638028793737e-8 rdiff = 2.859326024163515e-8 b0 adiff = 2.4834228336961806e-10 rdiff = 1.1126856813358527e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.3418638028793737e-8 rdiff = 2.859326024163515e-8 b0 adiff = 2.483422686244685e-10 rdiff = 1.1126856152709179e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.5410644982338795e-8 rdiff = 1.4433040915370626e-8 b0 adiff = 8.883111086988027e-11 rdiff = 1.407155769476424e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.541064564847261e-8 rdiff = 1.4433041539246953e-8 b0 adiff = 8.883127393388701e-11 rdiff = 1.4071398350345065e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.5410643650071165e-8 rdiff = 1.4433039667617969e-8 b0 adiff = 8.883126265818442e-11 rdiff = 1.407294626755992e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.541064387211577e-8 rdiff = 1.4433039875576745e-8 b0 adiff = 8.883118372826626e-11 rdiff = 1.4073037321513734e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 2.1613306033785307e-8 rdiff = 2.3484265801410832e-8 b0 adiff = 3.070694505960536e-10 rdiff = 3.7238874801889156e-7 coefs adiff = 2.1613306810941424e-8 rdiff = 2.3484266645841608e-8 b0 adiff = 3.070694141668606e-10 rdiff = 3.723878975049541e-7 coefs adiff = 2.1613308143209053e-8 rdiff = 2.3484268093437227e-8 b0 adiff = 3.070696648344029e-10 rdiff = 3.7238872972826925e-7 coefs adiff = 2.1613308587298263e-8 rdiff = 2.34842685759691e-8 b0 adiff = 3.07069585037123e-10 rdiff = 3.723894979344063e-7 coefs adiff = 1.149413875189964e-8 rdiff = 9.564298622175999e-9 b0 adiff = 1.4269768569899477e-10 rdiff = 1.1995889514993873e-6 coefs adiff = 1.1494137197587406e-8 rdiff = 9.564297328829305e-9 b0 adiff = 1.426974727616881e-10 rdiff = 1.1995923072782402e-6 coefs adiff = 1.1494136309408987e-8 rdiff = 9.56429658977405e-9 b0 adiff = 1.4269744413875074e-10 rdiff = 1.1995910526402007e-6 coefs adiff = 1.1494136309408987e-8 rdiff = 9.56429658977405e-9 b0 adiff = 1.4269747883322026e-10 rdiff = 1.1995928665747157e-6 coefs adiff = 1.2147838290843538e-8 rdiff = 1.6436753763590558e-8 b0 adiff = 1.7141703334555558e-10 rdiff = 1.2005780951836354e-7 coefs adiff = 1.214783795777663e-8 rdiff = 1.6436753312931056e-8 b0 adiff = 1.714170316108321e-10 rdiff = 1.2005780830339033e-7 coefs adiff = 1.214783706959821e-8 rdiff = 1.6436752111172387e-8 b0 adiff = 1.7141703681500253e-10 rdiff = 1.2005781194830993e-7 coefs adiff = 1.214783706959821e-8 rdiff = 1.6436752111172387e-8 b0 adiff = 1.7141700819206518e-10 rdiff = 1.2005779190125223e-7 coefs adiff = 1.336141330909868e-8 rdiff = 1.6901992249765428e-8 b0 adiff = 1.7639569015528989e-10 rdiff = 1.235447828911639e-7 coefs adiff = 1.3361412198875655e-8 rdiff = 1.690199194932576e-8 b0 adiff = 1.76395573928817e-10 rdiff = 1.2354470148795986e-7 coefs adiff = 1.3361413087054075e-8 rdiff = 1.6901992099545594e-8 b0 adiff = 1.7639556482151875e-10 rdiff = 1.235446951093506e-7 coefs adiff = 1.3361413087054075e-8 rdiff = 1.6901992399985262e-8 b0 adiff = 1.7639562380211693e-10 rdiff = 1.235447364184392e-7 coefs adiff = 1.0051148024992074e-8 rdiff = 1.2524674964662054e-8 b0 adiff = 1.553166258799754e-10 rdiff = 6.778287611534685e-8 coefs adiff = 1.0051148024992074e-8 rdiff = 1.2524674964662054e-8 b0 adiff = 1.5531650184724688e-10 rdiff = 6.778301616571671e-8 coefs adiff = 1.0051146137612932e-8 rdiff = 1.2524672612810283e-8 b0 adiff = 1.5531669526891445e-10 rdiff = 6.778298443224921e-8 coefs adiff = 1.0051145804546024e-8 rdiff = 1.2524672197777617e-8 b0 adiff = 1.5531669700363793e-10 rdiff = 6.778295058321723e-8 coefs adiff = 1.2522736625442121e-8 rdiff = 1.2663009364067797e-8 b0 adiff = 1.5708415731369163e-10 rdiff = 5.248123505526406e-7 coefs adiff = 1.2522735959308307e-8 rdiff = 1.2663008949035133e-8 b0 adiff = 1.570841338949247e-10 rdiff = 5.248137472359815e-7 coefs adiff = 1.2522737291575936e-8 rdiff = 1.2663008257314023e-8 b0 adiff = 1.5708412175186037e-10 rdiff = 5.248140520676631e-7 coefs adiff = 1.2522736625442121e-8 rdiff = 1.2663008534002467e-8 b0 adiff = 1.5708409399628476e-10 rdiff = 5.248137416935873e-7 coefs adiff = 1.1139308808694182e-8 rdiff = 1.5324828174072386e-8 b0 adiff = 1.339667092536967e-10 rdiff = 6.336681949039142e-8 coefs adiff = 1.1139308586649577e-8 rdiff = 1.5324827868596035e-8 b0 adiff = 1.3396676389748619e-10 rdiff = 6.336684533713472e-8 coefs adiff = 1.1139309363805694e-8 rdiff = 1.5324828937763263e-8 b0 adiff = 1.3396669190646193e-10 rdiff = 6.336681128507609e-8 coefs adiff = 1.1139309030738787e-8 rdiff = 1.5324828479548737e-8 b0 adiff = 1.3396674047871926e-10 rdiff = 6.336683425995902e-8 coefs adiff = 3.410105275936104e-8 rdiff = 5.297045097448754e-8 b0 adiff = 1.3477391598570865e-10 rdiff = 6.37486316851059e-8 coefs adiff = 3.410105220424953e-8 rdiff = 5.297045116583434e-8 b0 adiff = 1.3477390297528258e-10 rdiff = 6.37486255311194e-8 coefs adiff = 3.410105275936104e-8 rdiff = 5.297045040044713e-8 b0 adiff = 1.3477393506766688e-10 rdiff = 6.374864071095276e-8 coefs adiff = 3.4101052648338737e-8 rdiff = 5.297045020910032e-8 b0 adiff = 1.3477389516902694e-10 rdiff = 6.37486218387275e-8 coefs adiff = 9.436959991226956e-9 rdiff = 1.1785407740081525e-8 b0 adiff = 1.344175187822927e-10 rdiff = 7.17479909082411e-8 coefs adiff = 9.436959769182351e-9 rdiff = 1.1785407462779703e-8 b0 adiff = 1.3441748408782317e-10 rdiff = 7.174799481470406e-8 coefs adiff = 9.436958214870117e-9 rdiff = 1.1785405521666944e-8 b0 adiff = 1.3441746153641798e-10 rdiff = 7.174798934565592e-8 coefs adiff = 9.436958436914722e-9 rdiff = 1.1785405798968767e-8 b0 adiff = 1.3441745112807713e-10 rdiff = 7.174808935110755e-8 coefs adiff = 1.3113987007429273e-8 rdiff = 1.1731860342181533e-8 b0 adiff = 1.659295608899547e-10 rdiff = 5.357603454283821e-7 coefs adiff = 1.3113985675161643e-8 rdiff = 1.1731860758134267e-8 b0 adiff = 1.6592971788242927e-10 rdiff = 5.357609672552412e-7 coefs adiff = 1.3113986341295458e-8 rdiff = 1.1731861035436089e-8 b0 adiff = 1.6592977686302746e-10 rdiff = 5.357597324847638e-7 coefs adiff = 1.3113986785384668e-8 rdiff = 1.1731861035436089e-8 b0 adiff = 1.659299260492464e-10 rdiff = 5.357584532980822e-7 coefs adiff = 1.3504153351107107e-10 rdiff = 1.219826516200053e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3504242168949077e-10 rdiff = 1.2198345390916724e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3504153351107107e-10 rdiff = 1.219826516200053e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3504197760028092e-10 rdiff = 1.2198305276458626e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.561115681170122e-10 rdiff = 1.6708614566335246e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.5611134607240729e-10 rdiff = 1.6704274682158584e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.561115681170122e-10 rdiff = 1.670683022371209e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.561115681170122e-10 rdiff = 1.670436541144451e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.9010704122024435e-10 rdiff = 1.389246666854927e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.901065971310345e-10 rdiff = 1.3892434215808402e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.9010593099721973e-10 rdiff = 1.3892385536697103e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.901057089526148e-10 rdiff = 1.389236931032667e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0788570037334466e-10 rdiff = 1.3941721053784055e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0788459015032004e-10 rdiff = 1.3947194055439108e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0788547832873974e-10 rdiff = 1.3941616594463126e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0788503423952989e-10 rdiff = 1.394750409959378e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1779066610984046e-10 rdiff = 1.0803672418811769e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1779133224365523e-10 rdiff = 1.0803733516110559e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1779088815444538e-10 rdiff = 1.0803692784578032e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1779088815444538e-10 rdiff = 1.0803692784578032e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.4910739309925702e-10 rdiff = 4.968472783558382e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.491080592330718e-10 rdiff = 4.968077727381291e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.4910828127767672e-10 rdiff = 4.967874102746803e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.491080592330718e-10 rdiff = 4.96702424424238e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.380906665739758e-13 rdiff = 3.1680071238139307e-12 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.314848395774561e-13 rdiff = 3.106108618316212e-12 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.3825720002766957e-13 rdiff = 3.1695675903390834e-12 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.3179015090922803e-13 rdiff = 3.108969473612325e-12 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.894973646533799e-11 rdiff = 2.4387582363579063e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.894907033152322e-11 rdiff = 2.4403626373167365e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.894929237612814e-11 rdiff = 2.4386973934526254e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.894907033152322e-11 rdiff = 2.4403639599885904e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2039258479035198e-12 rdiff = 2.1175549495647863e-12 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2051470932306074e-12 rdiff = 5.262213597654068e-12 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2033707363912072e-12 rdiff = 2.116578577861741e-12 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2043699371133698e-12 rdiff = 5.093903807158985e-12 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.724131948321883e-11 rdiff = 3.5560979514497916e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.7238377392203574e-11 rdiff = 3.6126407991246654e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.7241097438613906e-11 rdiff = 3.5560979514497916e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.7238432903354806e-11 rdiff = 3.608716532837304e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1102230246251565e-15 rdiff = 7.688875993494059e-14 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 6.447533479336798e-15 rdiff = 1.8098541076883974e-12 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3322676295501878e-15 rdiff = 9.099486781284717e-14 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 6.303985111699717e-15 rdiff = 1.6819611167885274e-12 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.863776048580348e-11 rdiff = 6.360702477601025e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.863753844119856e-11 rdiff = 6.363195147915217e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.863776048580348e-11 rdiff = 6.359547602362173e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 4.863709435198871e-11 rdiff = 6.362454167560625e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.255191506288611e-10 rdiff = 1.1527814917489526e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.255191506288611e-10 rdiff = 1.1527814917489526e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2551892858425617e-10 rdiff = 1.1527794524672206e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2551870653965125e-10 rdiff = 1.1527774131854885e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1724687887237906e-10 rdiff = 6.69846305231358e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1724665682777413e-10 rdiff = 6.696286647970783e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.172464347831692e-10 rdiff = 6.69849173361112e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1724710091698398e-10 rdiff = 6.696406434566393e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1933787291695808e-10 rdiff = 8.798769390099394e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.193389831399827e-10 rdiff = 8.798851246731546e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.193372067831433e-10 rdiff = 8.798720276120101e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.19338094961563e-10 rdiff = 8.798785761425823e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3759349215547445e-10 rdiff = 1.1613351513145438e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3759371420007938e-10 rdiff = 1.1611258623700835e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3759260397705475e-10 rdiff = 1.1613236043382978e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.375930480662646e-10 rdiff = 1.1611105265422566e-9 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3475331961387838e-10 rdiff = 4.917529213018214e-10 b0 adiff = 7.706613125435524e-13 rdiff = 1.225898819814869e-11 coefs adiff = 1.347526534800636e-10 rdiff = 4.908696852982422e-10 b0 adiff = 7.706751903313602e-13 rdiff = 1.225920895353654e-11 coefs adiff = 1.3475309756927345e-10 rdiff = 4.91255326084342e-10 b0 adiff = 7.706751903313602e-13 rdiff = 1.225920895353654e-11 coefs adiff = 1.3474954485559465e-10 rdiff = 4.938574130287625e-10 b0 adiff = 7.705364124532821e-13 rdiff = 1.225700139965803e-11 coefs adiff = 1.304725216755287e-10 rdiff = 5.924420054119876e-10 b0 adiff = 6.583344980271022e-13 rdiff = 1.0472194088881682e-11 coefs adiff = 1.3047030122947945e-10 rdiff = 5.925544989497782e-10 b0 adiff = 6.5834837581491e-13 rdiff = 1.0472414844269532e-11 coefs adiff = 1.3047274372013362e-10 rdiff = 5.927406703637574e-10 b0 adiff = 6.583761313905256e-13 rdiff = 1.0472856355045234e-11 coefs adiff = 1.3046697056040557e-10 rdiff = 5.834906825614713e-10 b0 adiff = 6.595002322029586e-13 rdiff = 1.0490737541461176e-11 coefs adiff = 1.7285528564059405e-10 rdiff = 9.264891725319507e-10 b0 adiff = 1.847133557220104e-12 rdiff = 1.5118011200771602e-11 coefs adiff = 1.728539533729645e-10 rdiff = 9.259228806228971e-10 b0 adiff = 1.8471058016444886e-12 rdiff = 1.5117784033060098e-11 coefs adiff = 1.7285506359598912e-10 rdiff = 9.265074957744293e-10 b0 adiff = 1.8470364127054495e-12 rdiff = 1.511721611378133e-11 coefs adiff = 1.7285350928375465e-10 rdiff = 9.258675651739054e-10 b0 adiff = 1.847064168281065e-12 rdiff = 1.5117443281492835e-11 coefs adiff = 1.882092259819501e-10 rdiff = 2.0488217063290435e-9 b0 adiff = 1.5774881401142693e-12 rdiff = 1.2911076883483908e-11 coefs adiff = 1.882083378035304e-10 rdiff = 2.049334632546557e-9 b0 adiff = 1.5773909955996146e-12 rdiff = 1.2910281796493635e-11 coefs adiff = 1.882092259819501e-10 rdiff = 2.0488113614075466e-9 b0 adiff = 1.5773909955996146e-12 rdiff = 1.2910281796493635e-11 coefs adiff = 1.8821055824957966e-10 rdiff = 2.049407615399315e-9 b0 adiff = 1.5774881401142693e-12 rdiff = 1.2911076883483908e-11 coefs adiff = 9.932210609520098e-11 rdiff = 1.1399797964812622e-10 b0 adiff = 5.943856518086932e-13 rdiff = 9.474778214278108e-12 coefs adiff = 9.932166200599113e-11 rdiff = 1.1407856368650197e-10 b0 adiff = 5.941219738403447e-13 rdiff = 9.470575067276677e-12 coefs adiff = 9.93214399613862e-11 rdiff = 1.1400281469042878e-10 b0 adiff = 5.940525849013056e-13 rdiff = 9.46946897596051e-12 coefs adiff = 9.930323230378235e-11 rdiff = 1.1409537121450605e-10 b0 adiff = 5.936917624183025e-13 rdiff = 9.463717301116447e-12 coefs adiff = 8.569789322621091e-11 rdiff = 2.1633786725555392e-10 b0 adiff = 5.79591930005563e-13 rdiff = 9.227984578807618e-12 coefs adiff = 8.569678300318628e-11 rdiff = 2.1648823102810839e-10 b0 adiff = 5.796196855811786e-13 rdiff = 9.228426489763409e-12 coefs adiff = 8.569744913700106e-11 rdiff = 2.1654351798626212e-10 b0 adiff = 5.795780522177552e-13 rdiff = 9.227763623329724e-12 coefs adiff = 8.570189002909956e-11 rdiff = 2.15895152749732e-10 b0 adiff = 5.79591930005563e-13 rdiff = 9.227984578807618e-12 coefs adiff = 1.0692507990128775e-10 rdiff = 2.0713631543297404e-9 b0 adiff = 1.6680684611358743e-12 rdiff = 1.6488020689504633e-11 coefs adiff = 1.0692041696458432e-10 rdiff = 2.070920488151506e-9 b0 adiff = 1.6680407055602586e-12 rdiff = 1.6487746339550982e-11 coefs adiff = 1.069246358120779e-10 rdiff = 2.071336793671342e-9 b0 adiff = 1.6681239722871055e-12 rdiff = 1.6488569389411937e-11 coefs adiff = 1.0691858509659369e-10 rdiff = 2.0709339899521495e-9 b0 adiff = 1.6680268277724508e-12 rdiff = 1.6487609164574157e-11 coefs adiff = 1.0563044883227235e-10 rdiff = 2.0713631543297404e-9 b0 adiff = 1.6690815396458447e-12 rdiff = 1.64980344628129e-11 coefs adiff = 1.0562595242902262e-10 rdiff = 2.070920488151506e-9 b0 adiff = 1.6690399062824213e-12 rdiff = 1.6497622937882425e-11 coefs adiff = 1.0563055985457481e-10 rdiff = 2.071336793671342e-9 b0 adiff = 1.6690954174336525e-12 rdiff = 1.6498171637789726e-11 coefs adiff = 1.0562711816319847e-10 rdiff = 2.0709339899521495e-9 b0 adiff = 1.6690121507068056e-12 rdiff = 1.649734858792877e-11 coefs adiff = 2.6647462014750545e-11 rdiff = 5.064033336775628e-11 b0 adiff = 8.049810817922776e-14 rdiff = 1.4948863341486697e-12 coefs adiff = 2.6643798278769282e-11 rdiff = 5.063872413740965e-11 b0 adiff = 8.048423039141994e-14 rdiff = 1.4946286173425066e-12 coefs adiff = 2.6646906903238232e-11 rdiff = 5.063693610369118e-11 b0 adiff = 8.041484145238087e-14 rdiff = 1.4933400333116915e-12 coefs adiff = 2.6645685657911145e-11 rdiff = 5.070649061533966e-11 b0 adiff = 8.038014698286133e-14 rdiff = 1.4926957412962839e-12 coefs adiff = 2.9448998795089665e-11 rdiff = 1.7108389811416587e-10 b0 adiff = 1.726049858596923e-13 rdiff = 2.833195592393401e-12 coefs adiff = 2.94453350591084e-11 rdiff = 1.7108978451452196e-10 b0 adiff = 1.7195966872662893e-13 rdiff = 2.8226031425404326e-12 coefs adiff = 2.944910981739213e-11 rdiff = 1.7107731919612083e-10 b0 adiff = 1.723135523157282e-13 rdiff = 2.828411905363028e-12 coefs adiff = 2.9424240821640524e-11 rdiff = 1.7130030989196326e-10 b0 adiff = 1.723204912096321e-13 rdiff = 2.828525802673275e-12 coefs adiff = 2.673461452218362e-11 rdiff = 3.438070111139897e-10 b0 adiff = 3.9938885532109225e-13 rdiff = 3.665196740254132e-12 coefs adiff = 2.6732727143041757e-11 rdiff = 3.436131042155759e-10 b0 adiff = 3.9938885532109225e-13 rdiff = 3.665196740254132e-12 coefs adiff = 2.6735169633695932e-11 rdiff = 3.439136782358015e-10 b0 adiff = 3.994582442601313e-13 rdiff = 3.665833523453731e-12 coefs adiff = 2.6730506696992506e-11 rdiff = 3.4383212004128906e-10 b0 adiff = 3.9937497753328444e-13 rdiff = 3.665069383614212e-12 coefs adiff = 6.431077892443682e-11 rdiff = 2.7123373550043775e-10 b0 adiff = 8.609363222333855e-13 rdiff = 7.464835926627011e-12 coefs adiff = 6.430966870141219e-11 rdiff = 2.7141206990573017e-10 b0 adiff = 8.609224444455776e-13 rdiff = 7.464715597856653e-12 coefs adiff = 6.431122301364667e-11 rdiff = 2.712305803532672e-10 b0 adiff = 8.609224444455776e-13 rdiff = 7.464715597856653e-12 coefs adiff = 6.430966870141219e-11 rdiff = 2.714182430197595e-10 b0 adiff = 8.609085666577698e-13 rdiff = 7.464595269086297e-12 coefs adiff = 1.2491629952648964e-10 rdiff = 1.1363531108048498e-10 b0 adiff = 7.411432578763311e-13 rdiff = 1.1826601152878166e-11 coefs adiff = 1.2491718770490934e-10 rdiff = 1.1363611904895187e-10 b0 adiff = 7.410877467250998e-13 rdiff = 1.1825715348091881e-11 coefs adiff = 1.2491563339267486e-10 rdiff = 1.1363470510413482e-10 b0 adiff = 7.410877467250998e-13 rdiff = 1.1825715348091881e-11 coefs adiff = 1.249116365897862e-10 rdiff = 1.1363106924603383e-10 b0 adiff = 7.411710134519467e-13 rdiff = 1.1827044055271308e-11 coefs adiff = 7.65778551681251e-11 rdiff = 7.616137887644034e-10 b0 adiff = 4.67542671245269e-13 rdiff = 7.706692931461237e-12 coefs adiff = 7.657896539114972e-11 rdiff = 7.613949711607265e-10 b0 adiff = 4.675565490330769e-13 rdiff = 7.727132787657647e-12 coefs adiff = 7.65787433465448e-11 rdiff = 7.616018287568121e-10 b0 adiff = 4.685973831186629e-13 rdiff = 7.706816809377578e-12 coefs adiff = 7.657741107891525e-11 rdiff = 7.613919390461259e-10 b0 adiff = 4.685279941796239e-13 rdiff = 7.709418245620757e-12 coefs adiff = 4.141842424587594e-11 rdiff = 8.105249154579912e-9 b0 adiff = 7.4661110627261e-13 rdiff = 7.048867875658346e-12 coefs adiff = 4.1413761309172514e-11 rdiff = 8.105649421850352e-9 b0 adiff = 7.465694729091865e-13 rdiff = 7.048474808805301e-12 coefs adiff = 4.1418202201271015e-11 rdiff = 8.104867252253333e-9 b0 adiff = 7.465694729091865e-13 rdiff = 7.048474808805301e-12 coefs adiff = 4.141365028687005e-11 rdiff = 8.1054867925282e-9 b0 adiff = 7.465555951213787e-13 rdiff = 7.0483437865209526e-12 coefs adiff = 6.749378833603714e-11 rdiff = 8.085550429011738e-9 b0 adiff = 1.0224321389529223e-12 rdiff = 9.760358828055219e-12 coefs adiff = 6.749395486949084e-11 rdiff = 8.085846259492988e-9 b0 adiff = 1.022223972135805e-12 rdiff = 9.758371622495308e-12 coefs adiff = 6.749362180258345e-11 rdiff = 8.085457719234892e-9 b0 adiff = 1.0222656054992285e-12 rdiff = 9.75876906360729e-12 coefs adiff = 6.749578673748147e-11 rdiff = 8.08573009569145e-9 b0 adiff = 1.0223211166504598e-12 rdiff = 9.759298985089933e-12 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 9.763464481338247e-8 rdiff = 3.4866705277571787e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 9.763464481338247e-8 rdiff = 3.4866705277571787e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 9.763465436130048e-8 rdiff = 3.4866502509981787e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 9.763465369516666e-8 rdiff = 3.4866502972174034e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.672726565211008e-8 rdiff = 3.8733487744560315e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.672726565211008e-8 rdiff = 3.8733487744560315e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.672725432783523e-8 rdiff = 3.873332058503128e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.672725499396904e-8 rdiff = 3.873332347373282e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.1389269727324347e-7 rdiff = 2.3568316980366805e-5 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1389269727324347e-7 rdiff = 2.3568316980366805e-5 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.138926940535967e-7 rdiff = 2.35681946044002e-5 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.1389269816142189e-7 rdiff = 2.3568193551081563e-5 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0809039363568473e-7 rdiff = 2.8973331629349458e-5 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0809039363568473e-7 rdiff = 2.8973331629349458e-5 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0809034500791626e-7 rdiff = 2.8973354203894746e-5 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0809034745040691e-7 rdiff = 2.8973350404702197e-5 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model at Lasso.jl:339 [inlined] └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.043525096506187e-8 rdiff = 6.908475425610555e-6 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model at Lasso.jl:339 [inlined] └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.043525096506187e-8 rdiff = 6.908475425610555e-6 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.043524297145609e-8 rdiff = 6.9085077261911985e-6 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.043523175820354e-8 rdiff = 6.908502810515783e-6 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.471095264666161e-8 rdiff = 4.803492692845485e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.471095264666161e-8 rdiff = 4.803492692845485e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.471094976008175e-8 rdiff = 4.803612053881938e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.471094953803714e-8 rdiff = 4.803640151644168e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.020064490653283e-7 rdiff = 7.618354316065554e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.020064490653283e-7 rdiff = 7.618354316065554e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0200645672586717e-7 rdiff = 7.618345382578656e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0200645439439882e-7 rdiff = 7.618345946268437e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.278347545826904e-8 rdiff = 7.627488642633725e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.278347545826904e-8 rdiff = 7.627488642633725e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.278349788477414e-8 rdiff = 7.627489690561444e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.278349732966262e-8 rdiff = 7.627488632557498e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.73348586782896e-8 rdiff = 1.0619960859795614e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.73348586782896e-8 rdiff = 1.0619960859795614e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.733487133483209e-8 rdiff = 1.0619970348865994e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.733486900336374e-8 rdiff = 1.0619970277733533e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.656160510600586e-8 rdiff = 1.0499847083016472e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.656160510600586e-8 rdiff = 1.0499847083016472e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.656159633524396e-8 rdiff = 1.0499844422662407e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.656160022102455e-8 rdiff = 1.0499845048628069e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.433135350622734e-8 rdiff = 1.2968783642407944e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.433135350622734e-8 rdiff = 1.2968783642407944e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.433133141278915e-8 rdiff = 1.2968780604976493e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 9.433132941438771e-8 rdiff = 1.296878033023395e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.422660746632005e-8 rdiff = 1.256795198460768e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.422660746632005e-8 rdiff = 1.256795198460768e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.422660469076249e-8 rdiff = 1.2567972587941584e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 8.422660113804881e-8 rdiff = 1.2567973247097605e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model at Lasso.jl:339 [inlined] └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.708905380710007e-8 rdiff = 4.5467757775055954e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model at Lasso.jl:339 [inlined] └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 7.708905380710007e-8 rdiff = 4.5467757775055954e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.708909666170882e-8 rdiff = 4.546825986163835e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.708909022241528e-8 rdiff = 4.5468254990561785e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.567978044242807e-8 rdiff = 4.280492119408948e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.567978044242807e-8 rdiff = 4.280492119408948e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.567979654066193e-8 rdiff = 4.280504626227149e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.567979332101515e-8 rdiff = 4.2805035642446917e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.428164883194199e-8 rdiff = 1.1054282024628592e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.428164883194199e-8 rdiff = 1.1054282024628592e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.428167114742479e-8 rdiff = 1.1054237727629772e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.428166781675571e-8 rdiff = 1.1054235422136506e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 6.80207569159208e-8 rdiff = 1.0818325173432236e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 6.80207569159208e-8 rdiff = 1.0818325173432236e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 6.802074903333732e-8 rdiff = 1.0818328877985518e-7 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 6.80207480341366e-8 rdiff = 1.08183286218196e-7 b0 adiff = 0.0 rdiff = 0.0 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.1574306857387029e-7 rdiff = 1.394861543365754e-7 b0 adiff = 2.7512388284245404e-7 rdiff = 1.9628913061482247e-6 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.1574307923201133e-7 rdiff = 1.3948615808786487e-7 b0 adiff = 2.7512377412386435e-7 rdiff = 1.962890290977595e-6 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.1574307079431634e-7 rdiff = 1.3948615808786487e-7 b0 adiff = 2.7512384992434136e-7 rdiff = 1.962891438877768e-6 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.1574307234862857e-7 rdiff = 1.3948615826649771e-7 b0 adiff = 2.7512386235883923e-7 rdiff = 1.962891463358145e-6 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.1581492354029166e-7 rdiff = 1.3941958377493267e-7 b0 adiff = 2.74759576257555e-7 rdiff = 1.9651193900744024e-6 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.158149299795852e-7 rdiff = 1.394195873475893e-7 b0 adiff = 2.747594960994526e-7 rdiff = 1.9651186445704245e-6 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.1581492853629527e-7 rdiff = 1.394195805595417e-7 b0 adiff = 2.747594614049831e-7 rdiff = 1.9651189491726144e-6 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.1581493242207586e-7 rdiff = 1.3941958877665198e-7 b0 adiff = 2.74759484497622e-7 rdiff = 1.9651182555619355e-6 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Nothing}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 9.358713248808215e-8 rdiff = 4.679771094931236e-7 b0 adiff = 3.6898290523001975e-7 rdiff = 9.627326186865646e-6 coefs adiff = 9.358709063267412e-8 rdiff = 4.6797378240787943e-7 b0 adiff = 3.6898271493779333e-7 rdiff = 9.627331542667509e-6 coefs adiff = 9.358717234508873e-8 rdiff = 4.679752066436951e-7 b0 adiff = 3.6898309840882604e-7 rdiff = 9.62732099175112e-6 coefs adiff = 9.358717900642688e-8 rdiff = 4.679759209141475e-7 b0 adiff = 3.689831232778218e-7 rdiff = 9.627321161734417e-6 coefs adiff = 9.38805067018933e-8 rdiff = 4.677968443646266e-7 b0 adiff = 3.6878884157598435e-7 rdiff = 9.643169934275328e-6 coefs adiff = 9.388031241286399e-8 rdiff = 4.67796605151409e-7 b0 adiff = 3.687879243097214e-7 rdiff = 9.643195775720519e-6 coefs adiff = 9.388043886726649e-8 rdiff = 4.677961306557075e-7 b0 adiff = 3.687884976288913e-7 rdiff = 9.643180752118616e-6 coefs adiff = 9.388042987445999e-8 rdiff = 4.6779589368862346e-7 b0 adiff = 3.6878846387811137e-7 rdiff = 9.64318000844169e-6 coefs adiff = 1.3166033130396215e-7 rdiff = 1.5964161049945346e-7 b0 adiff = 2.760717802141599e-7 rdiff = 8.422916761452422e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.3166034396050463e-7 rdiff = 1.5964160900595547e-7 b0 adiff = 2.760718561534148e-7 rdiff = 8.42291103296958e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.3166033874245642e-7 rdiff = 1.596416125530132e-7 b0 adiff = 2.7607181385391755e-7 rdiff = 8.422916348008133e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.3166033552280965e-7 rdiff = 1.5964161068614072e-7 b0 adiff = 2.7607180008715204e-7 rdiff = 8.422915593433006e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, UnitRange{Int64}, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.3147161537219176e-7 rdiff = 1.5967060340248813e-7 b0 adiff = 2.762028725733501e-7 rdiff = 8.415220546325675e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.3147161603832558e-7 rdiff = 1.5967060209567741e-7 b0 adiff = 2.7620288534091486e-7 rdiff = 8.415219354725786e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.3147162092330689e-7 rdiff = 1.596706067628586e-7 b0 adiff = 2.7620289344554294e-7 rdiff = 8.415219832623367e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::SparseMatrixCSC{Float64, Int64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, SparseMatrixCSC{Float64, Int64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.3147161770366012e-7 rdiff = 1.5967060470929887e-7 b0 adiff = 2.762028832314911e-7 rdiff = 8.415221542993656e-7 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::CovarianceCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Function, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 coefs adiff = 1.0504201930494617e-7 rdiff = 1.3748197561058312e-7 b0 adiff = 1.7472293475581657e-7 rdiff = 7.299374441530964e-5 coefs adiff = 1.050419669024194e-7 rdiff = 1.374819070246691e-7 b0 adiff = 1.74722668607602e-7 rdiff = 7.299363322696004e-5 coefs adiff = 1.0504199177141516e-7 rdiff = 1.3748193957391641e-7 b0 adiff = 1.7472277216365462e-7 rdiff = 7.29936764894204e-5 coefs adiff = 1.0504199032812522e-7 rdiff = 1.374819376848976e-7 b0 adiff = 1.747227890390446e-7 rdiff = 7.299368353942734e-5 coefs adiff = 1.0431282604361769e-7 rdiff = 1.365275867780691e-7 b0 adiff = 1.753779898076846e-7 rdiff = 7.326740580441596e-5 coefs adiff = 1.0431283392620117e-7 rdiff = 1.3652759709501802e-7 b0 adiff = 1.753779973155678e-7 rdiff = 7.326740894097333e-5 coefs adiff = 1.043128173838781e-7 rdiff = 1.3652757544395618e-7 b0 adiff = 1.7537789922736358e-7 rdiff = 7.3267367962808e-5 coefs adiff = 1.0431281716183349e-7 rdiff = 1.365275751533379e-7 b0 adiff = 1.7537791521457513e-7 rdiff = 7.326737464176194e-5 coefs adiff = 1.2333187615620744e-7 rdiff = 1.4834007214252562e-7 b0 adiff = 3.0599982042689433e-7 rdiff = 2.01922399956946e-6 coefs adiff = 1.2333187260349376e-7 rdiff = 1.4834006786942267e-7 b0 adiff = 3.0599983691370625e-7 rdiff = 2.019224181748291e-6 coefs adiff = 1.2333187549007363e-7 rdiff = 1.483400713413188e-7 b0 adiff = 3.0599983474877135e-7 rdiff = 2.0192233896612656e-6 coefs adiff = 1.233318781546089e-7 rdiff = 1.48340074546146e-7 b0 adiff = 3.059997654708546e-7 rdiff = 2.0192238141924305e-6 coefs adiff = 1.2325464304741018e-7 rdiff = 1.4824717835636227e-7 b0 adiff = 3.057492419800134e-7 rdiff = 2.0175684470702893e-6 coefs adiff = 1.2325464981977063e-7 rdiff = 1.4824718650196478e-7 b0 adiff = 3.0574917991854633e-7 rdiff = 2.0175679300282874e-6 coefs adiff = 1.2325465992280016e-7 rdiff = 1.4824719865360127e-7 b0 adiff = 3.0574919523962407e-7 rdiff = 2.0175677105371467e-6 coefs adiff = 1.2325464560092314e-7 rdiff = 1.48247181427655e-7 b0 adiff = 3.057492192204414e-7 rdiff = 2.0175678242508515e-6 coefs adiff = 9.664066702441687e-8 rdiff = 1.3214185799916655e-7 b0 adiff = 3.688863895456862e-7 rdiff = 5.609549426851398e-6 coefs adiff = 9.664071931592133e-8 rdiff = 1.3214176866547869e-7 b0 adiff = 3.6888588195171934e-7 rdiff = 5.609559127042946e-6 coefs adiff = 9.66406727975766e-8 rdiff = 1.3214183789908679e-7 b0 adiff = 3.6888627408249164e-7 rdiff = 5.60955216671229e-6 coefs adiff = 9.66406819014054e-8 rdiff = 1.3214183133043326e-7 b0 adiff = 3.6888622523267856e-7 rdiff = 5.609551793900751e-6 coefs adiff = 9.660434452385402e-8 rdiff = 1.3278676643121694e-7 b0 adiff = 3.6927332036640337e-7 rdiff = 5.628863335398834e-6 coefs adiff = 9.660433475389141e-8 rdiff = 1.3278678022538933e-7 b0 adiff = 3.692734128479813e-7 rdiff = 5.6288615118641306e-6 coefs adiff = 9.660430955182875e-8 rdiff = 1.327868310667676e-7 b0 adiff = 3.692735554006177e-7 rdiff = 5.628858747182906e-6 coefs adiff = 9.660430999591796e-8 rdiff = 1.3278681306865694e-7 b0 adiff = 3.6927352342619457e-7 rdiff = 5.6288582609069845e-6 coefs adiff = 1.3398222509231061e-7 rdiff = 1.6696241218304003e-7 b0 adiff = 2.8268659935104523e-7 rdiff = 9.155748981728443e-7 coefs adiff = 1.3398223142058185e-7 rdiff = 1.669624200690371e-7 b0 adiff = 2.8268663654351656e-7 rdiff = 9.155746580728163e-7 coefs adiff = 1.3398222808991278e-7 rdiff = 1.6696241591851232e-7 b0 adiff = 2.826866112304316e-7 rdiff = 9.15574894987844e-7 coefs adiff = 1.339822244261768e-7 rdiff = 1.669624113529351e-7 b0 adiff = 2.8268660057229056e-7 rdiff = 9.155748205078352e-7 coefs adiff = 1.338668346173577e-7 rdiff = 1.6681861794445496e-7 b0 adiff = 2.8264132978517154e-7 rdiff = 9.170053947850102e-7 coefs adiff = 1.3386682407023898e-7 rdiff = 1.6681860480112657e-7 b0 adiff = 2.82641273052775e-7 rdiff = 9.170057821300554e-7 coefs adiff = 1.3386683728189297e-7 rdiff = 1.6681862126487478e-7 b0 adiff = 2.8264133100641686e-7 rdiff = 9.170053737150077e-7 coefs adiff = 1.3386683250793396e-7 rdiff = 1.6681861531578927e-7 b0 adiff = 2.8264131679556215e-7 rdiff = 9.170053266750023e-7 coefs adiff = 9.438669945627254e-8 rdiff = 1.2599421810087612e-7 b0 adiff = 1.4392538886381923e-7 rdiff = 5.319460806043124e-6 coefs adiff = 9.438672077255461e-8 rdiff = 1.259942465553968e-7 b0 adiff = 1.4392548710467912e-7 rdiff = 5.319465980387489e-6 coefs adiff = 9.438670434125385e-8 rdiff = 1.259942246217038e-7 b0 adiff = 1.4392540405999688e-7 rdiff = 5.319459521640386e-6 coefs adiff = 9.438670578454378e-8 rdiff = 1.2599422654831194e-7 b0 adiff = 1.4392539340185584e-7 rdiff = 5.319460737642978e-6 coefs adiff = 9.411790935498487e-8 rdiff = 1.2563541756181623e-7 b0 adiff = 1.4409337354553964e-7 rdiff = 5.332716557335961e-6 coefs adiff = 9.411781443091627e-8 rdiff = 1.2563529085027877e-7 b0 adiff = 1.4409289954969706e-7 rdiff = 5.332692346851014e-6 coefs adiff = 9.411787116331283e-8 rdiff = 1.256353665808e-7 b0 adiff = 1.44093188957084e-7 rdiff = 5.332705924279959e-6 coefs adiff = 9.411787782465098e-8 rdiff = 1.256353754728377e-7 b0 adiff = 1.4409318096347823e-7 rdiff = 5.332706370147577e-6 coefs adiff = 3.4503511159300615e-12 rdiff = 1.3850269271527899e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.450240093627599e-12 rdiff = 1.3602083899086303e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.4501290713251365e-12 rdiff = 1.38806323756032e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.450018049022674e-12 rdiff = 1.3591816182732336e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.808409143601921e-11 rdiff = 5.108735566117213e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.808431348062413e-11 rdiff = 5.108765351970772e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.808409143601921e-11 rdiff = 5.108735566117213e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 3.808409143601921e-11 rdiff = 5.108735566117213e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2858825115813488e-11 rdiff = 1.7413451556285304e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2858381026603638e-11 rdiff = 1.7412850169621067e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2858825115813488e-11 rdiff = 1.7413451556285304e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2858381026603638e-11 rdiff = 1.7412850169621067e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.9839452303216376e-10 rdiff = 2.861994433014125e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.983940789429539e-10 rdiff = 2.861988026683814e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.983944120098613e-10 rdiff = 2.861992831431547e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.983944120098613e-10 rdiff = 2.861992831431547e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.923772749052205e-12 rdiff = 1.2089174473153354e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.924549905169442e-12 rdiff = 1.2090360167921708e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.923883771354667e-12 rdiff = 1.2089343858120262e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.924660927471905e-12 rdiff = 1.2090529552888614e-11 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.8311685501259944e-11 rdiff = 1.0191261452788256e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.8311241412050094e-11 rdiff = 1.030925381316507e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.831190754586487e-11 rdiff = 1.0203521960373571e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.8311574478957482e-11 rdiff = 1.0309223762901381e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.469683413474648e-10 rdiff = 1.5665972479785293e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.469622906319806e-10 rdiff = 1.5665845579705315e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.469685148198124e-10 rdiff = 1.566597611797566e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.469617840927256e-10 rdiff = 1.5665834956189444e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.478721739118122e-10 rdiff = 1.5684928324759736e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.478656097181791e-10 rdiff = 1.568479065563627e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.478718200282231e-10 rdiff = 1.5684920902851388e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 7.478656097181791e-10 rdiff = 1.568479065563627e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.963442824466256e-10 rdiff = 7.148236930133898e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.96347502093397e-10 rdiff = 7.148314592499318e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.9634472653583543e-10 rdiff = 7.148247642184301e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.963468359595822e-10 rdiff = 7.148298524423714e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.9634972253944625e-10 rdiff = 7.148368152751332e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.9635238707470535e-10 rdiff = 7.148432425053748e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.96350388673261e-10 rdiff = 7.148384220826935e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 2.9635272014161274e-10 rdiff = 7.148440459091549e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3108422847185608e-8 rdiff = 7.961742411778646e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3108419294471929e-8 rdiff = 7.96173960868907e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3108422902696759e-8 rdiff = 7.96174214383626e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.3108419405494232e-8 rdiff = 7.961740000297172e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2869014243133137e-8 rdiff = 7.906857175872955e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2869009635707584e-8 rdiff = 7.906854434616236e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.286901391006623e-8 rdiff = 7.906856866708663e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.2869009358151828e-8 rdiff = 7.906854640725764e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.6581036543783512e-10 rdiff = 4.053236343996144e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.6581314099539668e-10 rdiff = 4.05330419253356e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.6581030992668389e-10 rdiff = 4.053234987025396e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.6581341855115284e-10 rdiff = 4.053310977387302e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.6581702677598287e-10 rdiff = 4.0533991804859426e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.658195802889395e-10 rdiff = 4.053461601140365e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.6581680473137794e-10 rdiff = 4.0533937526029495e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.6581985784469566e-10 rdiff = 4.053468385994107e-10 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0195726207751221e-8 rdiff = 6.692514245863634e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0195721822370274e-8 rdiff = 6.692512324209744e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0195726041217767e-8 rdiff = 6.692514095734424e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0195722321970635e-8 rdiff = 6.692512324209744e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0193718258388884e-8 rdiff = 6.866673888011537e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0193714428119449e-8 rdiff = 6.866671801215517e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.019371853594464e-8 rdiff = 6.866673888011537e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.0193714650164054e-8 rdiff = 6.866671906305965e-8 b0 adiff = 0.0 rdiff = 0.0 coefs adiff = 1.545374961331447e-8 rdiff = 2.876212544637201e-8 b0 adiff = 2.539298840642523e-9 rdiff = 2.9537670103637965e-8 coefs adiff = 1.5453746504690002e-8 rdiff = 2.8762121215374566e-8 b0 adiff = 2.539298507575616e-9 rdiff = 2.9537666229332085e-8 coefs adiff = 1.545374961331447e-8 rdiff = 2.8762128312531567e-8 b0 adiff = 2.539299007175977e-9 rdiff = 2.9537672040790907e-8 coefs adiff = 1.545374239686481e-8 rdiff = 2.8762109614252545e-8 b0 adiff = 2.5392983271643743e-9 rdiff = 2.953766413074973e-8 coefs adiff = 1.5454065693809582e-8 rdiff = 2.8763907788165864e-8 b0 adiff = 2.5393264713180486e-9 rdiff = 2.9537991509596706e-8 coefs adiff = 1.5454063584385835e-8 rdiff = 2.8763899599138554e-8 b0 adiff = 2.5393261937622924e-9 rdiff = 2.9537988281008473e-8 coefs adiff = 1.5454066359943397e-8 rdiff = 2.8763908607068592e-8 b0 adiff = 2.5393266933626535e-9 rdiff = 2.9537994092467296e-8 coefs adiff = 1.545404437752751e-8 rdiff = 2.8763894276270802e-8 b0 adiff = 2.5393249725169653e-9 rdiff = 2.9537974075220243e-8 coefs adiff = 2.2478965133743145e-8 rdiff = 3.921040562352468e-8 b0 adiff = 3.014753613417298e-9 rdiff = 7.633204106294193e-9 coefs adiff = 2.2478962913297096e-8 rdiff = 3.921039659359988e-8 b0 adiff = 3.0147530027946345e-9 rdiff = 7.633202560228405e-9 coefs adiff = 2.2478966132943867e-8 rdiff = 3.92104051663133e-8 b0 adiff = 3.0147536689284493e-9 rdiff = 7.633204246845629e-9 coefs adiff = 2.247896535578775e-8 rdiff = 3.9210399565473865e-8 b0 adiff = 3.0147531693280882e-9 rdiff = 7.633202981882711e-9 coefs adiff = 2.295307777178124e-8 rdiff = 3.9547972499632617e-8 b0 adiff = 3.015779959092413e-9 rdiff = 7.635802761781957e-9 coefs adiff = 2.295307566235749e-8 rdiff = 3.954795822436442e-8 b0 adiff = 3.0157791819362956e-9 rdiff = 7.635800794061863e-9 coefs adiff = 2.2953077216669726e-8 rdiff = 3.954797144998055e-8 b0 adiff = 3.0157801811370177e-9 rdiff = 7.635803323987698e-9 coefs adiff = 2.2953075773379794e-8 rdiff = 3.954795801443401e-8 b0 adiff = 3.0157798480701103e-9 rdiff = 7.635802480679087e-9 coefs adiff = 1.4185685071055332e-8 rdiff = 2.71201278011062e-8 b0 adiff = 2.3803506526975937e-9 rdiff = 2.837382152247452e-8 coefs adiff = 1.4185681629363955e-8 rdiff = 2.712011936558565e-8 b0 adiff = 2.3803501114638692e-9 rdiff = 2.8373815070959034e-8 coefs adiff = 1.4185685848211449e-8 rdiff = 2.712012808705605e-8 b0 adiff = 2.380350846986623e-9 rdiff = 2.837382383840316e-8 coefs adiff = 1.418564443689263e-8 rdiff = 2.7120139096125245e-8 b0 adiff = 2.38034789101782e-9 rdiff = 2.837378860320319e-8 coefs adiff = 1.4184719510090815e-8 rdiff = 2.7116542275946956e-8 b0 adiff = 2.380488042796891e-9 rdiff = 2.8375459214867448e-8 coefs adiff = 1.4184715957377136e-8 rdiff = 2.71165355561255e-8 b0 adiff = 2.3804874321742275e-9 rdiff = 2.837545193623459e-8 coefs adiff = 1.4184720287246932e-8 rdiff = 2.711654456354575e-8 b0 adiff = 2.38048811218583e-9 rdiff = 2.8375460041984818e-8 coefs adiff = 1.4184693974961249e-8 rdiff = 2.7116524547056306e-8 b0 adiff = 2.3804866550181103e-9 rdiff = 2.8375442672520046e-8 coefs adiff = 2.5752903809461714e-8 rdiff = 3.4673172708511565e-8 b0 adiff = 2.8034581878166875e-9 rdiff = 7.0589205125213076e-9 coefs adiff = 2.5752900811859547e-8 rdiff = 3.467316741589469e-8 b0 adiff = 2.8034575216828728e-9 rdiff = 7.058918835240844e-9 coefs adiff = 2.575290403150632e-8 rdiff = 3.467317496068895e-8 b0 adiff = 2.8034582433278388e-9 rdiff = 7.058920652294679e-9 coefs adiff = 2.575290181106027e-8 rdiff = 3.4673169555463216e-8 b0 adiff = 2.803457799238629e-9 rdiff = 7.058919534107704e-9 coefs adiff = 2.5825115046451685e-8 rdiff = 3.4637805077805366e-8 b0 adiff = 2.805278564999014e-9 rdiff = 7.06350410070846e-9 coefs adiff = 2.5825110494537284e-8 rdiff = 3.463779392952728e-8 b0 adiff = 2.8052781209098043e-9 rdiff = 7.063502982521483e-9 coefs adiff = 2.5825115046451685e-8 rdiff = 3.463780597867632e-8 b0 adiff = 2.8052786205101654e-9 rdiff = 7.063504240481832e-9 coefs adiff = 2.5825114047250963e-8 rdiff = 3.4637799559970756e-8 b0 adiff = 2.8052784539767117e-9 rdiff = 7.0635038211617155e-9 coefs adiff = 2.058871817478547e-8 rdiff = 7.096848208119095e-8 b0 adiff = 2.820677733050836e-9 rdiff = 2.895739506083045e-8 coefs adiff = 2.0588715621272513e-8 rdiff = 7.096860921704615e-8 b0 adiff = 2.8206773305949895e-9 rdiff = 2.895739092917344e-8 coefs adiff = 2.0588718063763167e-8 rdiff = 7.096868444730673e-8 b0 adiff = 2.820677802439775e-9 rdiff = 2.895739577318511e-8 coefs adiff = 2.058873893595603e-8 rdiff = 7.096853152291241e-8 b0 adiff = 2.8206778995842896e-9 rdiff = 2.895739677048163e-8 coefs adiff = 2.058889270184494e-8 rdiff = 7.122697949833493e-8 b0 adiff = 2.820688627114265e-9 rdiff = 2.8957506900511688e-8 coefs adiff = 2.058888948219817e-8 rdiff = 7.122718679219703e-8 b0 adiff = 2.8206880997583283e-9 rdiff = 2.8957501486616292e-8 coefs adiff = 2.0588893256956453e-8 rdiff = 7.122706031337467e-8 b0 adiff = 2.8206886548698407e-9 rdiff = 2.895750718545355e-8 coefs adiff = 2.0588878379967923e-8 rdiff = 7.122730489385064e-8 b0 adiff = 2.8206876695469063e-9 rdiff = 2.8957497070017413e-8 coefs adiff = 2.120730302479501e-8 rdiff = 4.1820711277591714e-8 b0 adiff = 2.9841358273330343e-9 rdiff = 7.724952663929439e-9 coefs adiff = 2.1207301470482776e-8 rdiff = 4.182070470952673e-8 b0 adiff = 2.984135327732673e-9 rdiff = 7.724951370627337e-9 coefs adiff = 2.1207303690928825e-8 rdiff = 4.18207125091039e-8 b0 adiff = 2.984135716310732e-9 rdiff = 7.724952376528971e-9 coefs adiff = 2.1207302358661195e-8 rdiff = 4.1820698141461746e-8 b0 adiff = 2.9841354387549757e-9 rdiff = 7.724951658027804e-9 coefs adiff = 2.1206661093842172e-8 rdiff = 4.183473368582958e-8 b0 adiff = 2.986311253838636e-9 rdiff = 7.7305841323853e-9 coefs adiff = 2.1206659761574542e-8 rdiff = 4.1834720549699614e-8 b0 adiff = 2.986310754238275e-9 rdiff = 7.730582839083198e-9 coefs adiff = 2.1206660316686055e-8 rdiff = 4.183473163330928e-8 b0 adiff = 2.9863113648609385e-9 rdiff = 7.730584419785768e-9 coefs adiff = 2.1206655431704746e-8 rdiff = 4.1834720960203676e-8 b0 adiff = 2.9863109207717287e-9 rdiff = 7.730583270183899e-9 coefs adiff = 1.3734325898795419e-8 rdiff = 2.6892072142868485e-8 b0 adiff = 2.1447158354837015e-9 rdiff = 2.387230313387481e-8 coefs adiff = 1.373432323426016e-8 rdiff = 2.6892063027733315e-8 b0 adiff = 2.144715363638916e-9 rdiff = 2.3872297881886847e-8 coefs adiff = 1.3734325787773116e-8 rdiff = 2.6892072606349935e-8 b0 adiff = 2.144715793850338e-9 rdiff = 2.3872302670464106e-8 coefs adiff = 1.3734308246249327e-8 rdiff = 2.6892063491214765e-8 b0 adiff = 2.1447145864827988e-9 rdiff = 2.387228923155373e-8 coefs adiff = 1.3733911563562629e-8 rdiff = 2.6889264217754533e-8 b0 adiff = 2.1447217474213076e-9 rdiff = 2.3872368938194572e-8 coefs adiff = 1.3733907788804345e-8 rdiff = 2.688925742002661e-8 b0 adiff = 2.14472128945431e-9 rdiff = 2.3872363840676845e-8 coefs adiff = 1.3733912673785653e-8 rdiff = 2.6889266689655598e-8 b0 adiff = 2.14472185844361e-9 rdiff = 2.3872370173956446e-8 coefs adiff = 1.3733894577150352e-8 rdiff = 2.6889238726274818e-8 b0 adiff = 2.1447203041313756e-9 rdiff = 2.3872352873290218e-8 coefs adiff = 1.5880619486097203e-8 rdiff = 3.554698839349089e-8 b0 adiff = 2.4134537146558444e-9 rdiff = 6.1197334640571915e-9 coefs adiff = 1.5880617265651154e-8 rdiff = 3.5546869533721543e-8 b0 adiff = 2.4134532705666345e-9 rdiff = 6.119732337991428e-9 coefs adiff = 1.5880619486097203e-8 rdiff = 3.5546989880928275e-8 b0 adiff = 2.4134537701669956e-9 rdiff = 6.119733604815412e-9 coefs adiff = 1.588061659951734e-8 rdiff = 3.55468775117948e-8 b0 adiff = 2.4134535481223907e-9 rdiff = 6.11973304178253e-9 coefs adiff = 1.587455367157986e-8 rdiff = 3.554698406640031e-8 b0 adiff = 2.413369171172519e-9 rdiff = 6.1195190892875695e-9 coefs adiff = 1.5874549341710065e-8 rdiff = 3.554687196770999e-8 b0 adiff = 2.4133682829940994e-9 rdiff = 6.1195168371560434e-9 coefs adiff = 1.587455411566907e-8 rdiff = 3.554698704127508e-8 b0 adiff = 2.4133692821948216e-9 rdiff = 6.1195193708040095e-9 coefs adiff = 1.5874549341710065e-8 rdiff = 3.554686385441516e-8 b0 adiff = 2.4133685050387044e-9 rdiff = 6.119517400188924e-9 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Vector{Float64}, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Poisson{Float64}, l::LogLink, lp::NaiveCoordinateDescent{Float64, true, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Vector{Float64}, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 cross validation: Test Failed at /home/pkgeval/.julia/packages/Lasso/IMm8z/test/cross_validation.jl:48 Expression: segCV1se == 42 Evaluated: 41 == 42 Stacktrace: [1] top-level scope @ ~/.julia/packages/Lasso/IMm8z/test/cross_validation.jl:5 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.14/Test/src/Test.jl:2244 [inlined] [3] macro expansion @ ~/.julia/packages/Lasso/IMm8z/test/cross_validation.jl:48 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.14/Test/src/Test.jl:782 [inlined] ┌ Warning: `wts` keyword argument is deprecated, use `weights` instead │ caller = build_model(X::Matrix{Float64}, y::Vector{Float64}, d::Binomial{Float64}, l::LogitLink, lp::NaiveCoordinateDescent{Float64, false, Matrix{Float64}, Lasso.RandomCoefficientIterator, Vector{Float64}}, λminratio::Float64, λ::Nothing, wts::Vector{Float64}, offset::Vector{Float64}, α::Float64, nλ::Int64, ω::Nothing, intercept::Bool, irls_tol::Float64, dofit::Bool) at Lasso.jl:339 └ @ Core ~/.julia/packages/Lasso/IMm8z/src/Lasso.jl:339 Test Summary: | Pass Fail Broken Total Time Lasso | 4278 1 768 5047 10m33.7s LassoPath | 3696 768 4464 5m59.9s GammaLassoPath | 270 270 59.1s FusedLasso | 3 3 1.4s DifferenceMatrix | 9 9 1.7s TrendFiltering | 9 9 3.0s cross validation | 11 1 12 9.1s segment/model selection | 280 280 2m26.2s RNG of the outermost testset: Xoshiro(0x1972437edb2776cf, 0x1248955c8f94ab68, 0xcbb172a360d2f512, 0xe1b780c7e767d550, 0x76c7c63cc1db1791) ERROR: LoadError: Some tests did not pass: 4278 passed, 1 failed, 0 errored, 768 broken. in expression starting at /home/pkgeval/.julia/packages/Lasso/IMm8z/test/runtests.jl:8 Testing failed after 668.87s ERROR: LoadError: Package Lasso errored during testing Stacktrace: [1] pkgerror(msg::String) @ Pkg.Types /opt/julia/share/julia/stdlib/v1.14/Pkg/src/Types.jl:68 [2] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, julia_args::Cmd, test_args::Cmd, test_fn::Nothing, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool) @ Pkg.Operations /opt/julia/share/julia/stdlib/v1.14/Pkg/src/Operations.jl:3138 [3] test @ /opt/julia/share/julia/stdlib/v1.14/Pkg/src/Operations.jl:3003 [inlined] [4] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, test_fn::Nothing, julia_args::Cmd, test_args::Cmd, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool, kwargs::@Kwargs{io::IOContext{IO}}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:586 [5] kwcall(::@NamedTuple{julia_args::Cmd, io::IOContext{IO}}, ::typeof(Pkg.API.test), ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:562 [6] test(pkgs::Vector{PackageSpec}; io::IOContext{IO}, kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:172 [7] kwcall(::@NamedTuple{julia_args::Cmd}, ::typeof(Pkg.API.test), pkgs::Vector{PackageSpec}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:161 [8] test(pkgs::Vector{String}; kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:160 [9] test @ /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:160 [inlined] [10] kwcall(::@NamedTuple{julia_args::Cmd}, ::typeof(Pkg.API.test), pkg::String) @ Pkg.API /opt/julia/share/julia/stdlib/v1.14/Pkg/src/API.jl:159 [11] top-level scope @ /PkgEval.jl/scripts/evaluate.jl:223 [12] include(mod::Module, _path::String) @ Base ./Base.jl:309 [13] exec_options(opts::Base.JLOptions) @ Base ./client.jl:344 [14] _start() @ Base ./client.jl:585 in expression starting at /PkgEval.jl/scripts/evaluate.jl:214 PkgEval failed after 776.2s: package has test failures