Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.811 (41570e9800*) started at 2025-07-03T20:07:30.441 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.86s ################################################################################ # Installation # Installing StateSpaceDynamics... Resolving package versions... Installed DiffResults ────────────── v1.1.0 Installed Rmath_jll ──────────────── v0.5.1+0 Installed ConstructionBase ───────── v1.6.0 Installed Adapt ──────────────────── v4.3.0 Installed MacroTools ─────────────── v0.5.16 Installed FillArrays ─────────────── v1.13.0 Installed ForwardDiff ────────────── v0.10.38 Installed DataStructures ─────────── v0.18.22 Installed HypergeometricFunctions ── v0.3.28 Installed AliasTables ────────────── v1.1.3 Installed OrderedCollections ─────── v1.8.1 Installed DataAPI ────────────────── v1.16.0 Installed Compat ─────────────────── v4.17.0 Installed StatsBase ──────────────── v0.34.5 Installed ArrayInterface ─────────── v7.19.0 Installed Statistics ─────────────── v1.11.1 Installed PositiveFactorizations ─── v0.2.4 Installed StatsAPI ───────────────── v1.7.1 Installed CommonSubexpressions ───── v0.3.1 Installed ProgressMeter ──────────── v1.10.4 Installed Optim ──────────────────── v1.13.2 Installed StaticArrays ───────────── v1.9.13 Installed StaticArraysCore ───────── v1.4.3 Installed PrecompileTools ────────── v1.3.2 Installed IrrationalConstants ────── v0.2.4 Installed NaNMath ────────────────── v1.1.3 Installed Requires ───────────────── v1.3.1 Installed QuadGK ─────────────────── v2.11.2 Installed OpenSpecFun_jll ────────── v0.5.6+0 Installed ArrayLayouts ───────────── v1.11.1 Installed LogExpFunctions ────────── v0.3.29 Installed DiffRules ──────────────── v1.15.1 Installed Rmath ──────────────────── v0.8.0 Installed FiniteDiff ─────────────── v2.27.0 Installed Parameters ─────────────── v0.12.3 Installed StatsFuns ──────────────── v1.5.0 Installed PtrArrays ──────────────── v1.3.0 Installed EnumX ──────────────────── v1.0.5 Installed NLSolversBase ──────────── v7.10.0 Installed Setfield ───────────────── v1.1.2 Installed Reexport ───────────────── v1.2.2 Installed Distributions ──────────── v0.25.120 Installed SpecialFunctions ───────── v2.5.1 Installed Missings ───────────────── v1.2.0 Installed JLLWrappers ────────────── v1.7.0 Installed Preferences ────────────── v1.4.3 Installed PDMats ─────────────────── v0.11.35 Installed LineSearches ───────────── v7.4.0 Installed SortingAlgorithms ──────── v1.2.1 Installed UnPack ─────────────────── v1.0.2 Installed ADTypes ────────────────── v1.15.0 Installed DocStringExtensions ────── v0.9.5 Installed DifferentiationInterface ─ v0.7.1 Installed StateSpaceDynamics ─────── v0.1.1 Installing 2 artifacts Installed artifact Rmath 121.9 KiB Installed artifact OpenSpecFun 194.9 KiB Updating `~/.julia/environments/v1.13/Project.toml` [19cf8126] + StateSpaceDynamics v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [47edcb42] + ADTypes v1.15.0 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [4fba245c] + ArrayInterface v7.19.0 [4c555306] + ArrayLayouts v1.11.1 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.17.0 [187b0558] + ConstructionBase v1.6.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.7.1 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [4e289a0a] + EnumX v1.0.5 [1a297f60] + FillArrays v1.13.0 [6a86dc24] + FiniteDiff v2.27.0 ⌅ [f6369f11] + ForwardDiff v0.10.38 [34004b35] + HypergeometricFunctions v0.3.28 [92d709cd] + IrrationalConstants v0.2.4 [692b3bcd] + JLLWrappers v1.7.0 [d3d80556] + LineSearches v7.4.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [d41bc354] + NLSolversBase v7.10.0 [77ba4419] + NaNMath v1.1.3 [429524aa] + Optim v1.13.2 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [d96e819e] + Parameters v0.12.3 [85a6dd25] + PositiveFactorizations v0.2.4 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [92933f4c] + ProgressMeter v1.10.4 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [efcf1570] + Setfield v1.1.2 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.1 [19cf8126] + StateSpaceDynamics v0.1.1 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.5 [4c63d2b9] + StatsFuns v1.5.0 [3a884ed6] + UnPack v1.0.2 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Building StateSpaceDynamics → `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/0ec6b0fe096ace18afbae1bd8cfc34fe6bef7436/build.log` Installation completed after 12.76s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 4805.2 ms ✓ TestEnv 1 dependency successfully precompiled in 5 seconds. 26 already precompiled. Precompiling package dependencies... Precompilation completed after 646.3s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_jdQ0GJ/Project.toml` [4c88cf16] Aqua v0.8.13 [336ed68f] CSV v0.10.15 [a2441757] Coverage v1.6.1 [a93c6f00] DataFrames v1.7.0 [31c24e10] Distributions v0.25.120 ⌅ [f6369f11] ForwardDiff v0.10.38 [98e50ef6] JuliaFormatter v2.1.2 [23992714] MAT v0.10.7 [429524aa] Optim v1.13.2 [276daf66] SpecialFunctions v2.5.1 [19cf8126] StateSpaceDynamics v0.1.1 [4c63d2b9] StatsFuns v1.5.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_jdQ0GJ/Manifest.toml` [47edcb42] ADTypes v1.15.0 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.13 [4fba245c] ArrayInterface v7.19.0 [4c555306] ArrayLayouts v1.11.1 [d1d4a3ce] BitFlags v0.1.9 [e1450e63] BufferedStreams v1.2.2 [336ed68f] CSV v0.10.15 [944b1d66] CodecZlib v0.7.8 [a80b9123] CommonMark v0.9.1 [bbf7d656] 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[8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m24.4s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m59.6s Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (17.81 ms/it) Fitting LDS via EM... 26%|█████████████ | ETA: 0:00:01 (14.96 ms/it) Fitting LDS via EM... 41%|████████████████████▌ | ETA: 0:00:01 (12.14 ms/it) Fitting LDS via EM... 55%|███████████████████████████▌ | ETA: 0:00:01 (11.62 ms/it) Fitting LDS via EM... 69%|██████████████████████████████████▌ | ETA: 0:00:00 (10.74 ms/it) Fitting LDS via EM... 84%|██████████████████████████████████████████ | ETA: 0:00:00 (10.08 ms/it) Fitting LDS via EM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 9.82 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.79 ms/it) Fitting LDS via EM... 5%|██▌ | ETA: 0:00:02 (20.10 ms/it) Fitting LDS via EM... 10%|█████ | ETA: 0:00:02 (20.33 ms/it) Fitting LDS via EM... 15%|███████▌ | ETA: 0:00:02 (22.56 ms/it) Fitting LDS via EM... 20%|██████████ | ETA: 0:00:02 (22.20 ms/it) Fitting LDS via EM... 25%|████████████▌ | ETA: 0:00:02 (21.89 ms/it) Fitting LDS via EM... 30%|███████████████ | ETA: 0:00:02 (22.78 ms/it) Fitting LDS via EM... 35%|█████████████████▌ | ETA: 0:00:01 (22.45 ms/it) Fitting LDS via EM... 40%|████████████████████ | ETA: 0:00:01 (22.19 ms/it) Fitting LDS via EM... 45%|██████████████████████▌ | ETA: 0:00:01 (22.43 ms/it) Fitting LDS via EM... 49%|████████████████████████▌ | ETA: 0:00:01 (22.69 ms/it) Fitting LDS via EM... 54%|███████████████████████████ | ETA: 0:00:01 (22.60 ms/it) Fitting LDS via EM... 59%|█████████████████████████████▌ | ETA: 0:00:01 (23.24 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (22.86 ms/it) Fitting LDS via EM... 71%|███████████████████████████████████▌ | ETA: 0:00:01 (22.61 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (22.78 ms/it) Fitting LDS via EM... 80%|████████████████████████████████████████ | ETA: 0:00:00 (22.64 ms/it) Fitting LDS via EM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:00 (22.52 ms/it) Fitting LDS via EM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 (22.66 ms/it) Fitting LDS via EM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:00 (22.55 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (22.45 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 2m01.4s WARNING: Method definition test_Gradient() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:78 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:68. WARNING: Method definition test_Hessian() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:94 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:84. WARNING: Method definition test_smooth() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:117 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:109. WARNING: Method definition test_initial_observation_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_initial_observation_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_state_model_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_state_model_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_EM() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. WARNING: Method definition test_EM(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:16 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:07 (71.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:05 (58.61 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:04 (50.37 ms/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:04 (48.21 ms/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:03 (44.52 ms/it) Fitting Poisson LDS via LaPlaceEM... 26%|█████████████ | ETA: 0:00:03 (42.08 ms/it) Fitting Poisson LDS via LaPlaceEM... 29%|██████████████▌ | ETA: 0:00:03 (41.79 ms/it) Fitting Poisson LDS via LaPlaceEM... 33%|████████████████▌ | ETA: 0:00:03 (40.49 ms/it) Fitting Poisson LDS via LaPlaceEM... 37%|██████████████████▌ | ETA: 0:00:03 (40.08 ms/it) Fitting Poisson LDS via LaPlaceEM... 41%|████████████████████▌ | ETA: 0:00:02 (38.87 ms/it) Fitting Poisson LDS via LaPlaceEM... 45%|██████████████████████▌ | ETA: 0:00:02 (37.90 ms/it) Fitting 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LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:13 ( 0.13 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m31.3s Running EM algorithm... 2%|█ | ETA: 0:02:48 ( 1.72 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:59 ( 1.23 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (36.84 ms/it) ┌ Warning: User did not provide as many emmission models as the function expects (K=2). │ Filling in the rest with deep copies of the provided emission model. │ If this is not the desired behavior, specify all the emission models in the 'B=Vector{EmissionModel}' argument │ rather than 'emission' └ @ StateSpaceDynamics ~/.julia/packages/StateSpaceDynamics/zrsML/src/HiddenMarkovModels.jl:75 Test Summary: | Pass Total Time GaussianHMM Tests | 21 21 43.8s Running EM algorithm... 1%|▌ | ETA: 0:00:46 ( 0.23 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:44 ( 0.22 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:42 ( 0.22 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:42 ( 0.22 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:42 ( 0.22 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 ( 9.80 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 20.2s WARNING: Method definition sample_states(Any, Any, Any) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/HiddenMarkovModels/SwitchingGaussianRegression.jl:164 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/HiddenMarkovModels/SwitchingPoissonRegression.jl:124. Running EM algorithm... 1%|▌ | ETA: 0:02:20 ( 0.71 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:24 ( 0.73 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:17 ( 0.70 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:06 ( 0.64 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:03 ( 0.63 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:20 ( 0.72 s/it) Running EM algorithm... 4%|██ | ETA: 0:02:08 ( 0.67 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:02:01 ( 0.64 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:55 ( 0.60 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:49 ( 0.57 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:43 ( 0.55 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:39 ( 0.53 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:35 ( 0.51 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:32 ( 0.50 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:29 ( 0.48 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:26 ( 0.47 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:23 ( 0.46 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:21 ( 0.45 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:19 ( 0.44 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:17 ( 0.43 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:15 ( 0.42 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (46.36 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 30.3s Running EM algorithm... 1%|▌ | ETA: 0:01:18 ( 0.39 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:26 ( 0.44 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:28 ( 0.45 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:27 ( 0.45 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:26 ( 0.44 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:24 ( 0.44 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:23 ( 0.43 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:21 ( 0.42 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:20 ( 0.42 s/it) Running EM algorithm... 6%|██▊ | ETA: 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100%|██████████████████████████████████████████████████| Time: 0:00:13 (69.14 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 28.9s Iteration: 1, Log-likelihood: -22.586685454607327 Iteration: 2, Log-likelihood: -22.586685454607323 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -21.524816754482806 Iteration: 1, Log-likelihood: -20.92528907290992 Iteration: 1, Log-likelihood: -20.69329588726361 Iteration: 1, Log-likelihood: -20.441863514256294 Iteration: 1, Log-likelihood: -19.719086787571523 Iteration: 1, Log-likelihood: -16.08667314288209 Iteration: 1, Log-likelihood: -11.095716980140999 Iteration: 1, Log-likelihood: -9.886276740871812 Iteration: 1, Log-likelihood: -9.781685015294904 Iteration: 1, Log-likelihood: -9.6991618509288 Iteration: 1, Log-likelihood: -1425.964313135877 Iteration: 2, Log-likelihood: -1425.8478896015997 Iteration: 3, Log-likelihood: -1425.7464935765008 Iteration: 4, Log-likelihood: -1425.6574728419248 Iteration: 5, Log-likelihood: -1425.5787707592547 Iteration: 6, Log-likelihood: -1425.5087577230229 Iteration: 7, Log-likelihood: -1425.4461246962737 Iteration: 8, Log-likelihood: -1425.3898084739396 Iteration: 9, Log-likelihood: -1425.33893708883 Iteration: 10, Log-likelihood: -1425.2927891054892 Iteration: 1, Log-likelihood: -1428.3191584150024 Iteration: 1, Log-likelihood: -1427.4863460401216 Iteration: 1, Log-likelihood: -1427.0107997896532 Iteration: 1, Log-likelihood: -1426.6668739183717 Iteration: 1, Log-likelihood: -1426.4000437072891 Iteration: 1, Log-likelihood: -1426.1863253338386 Iteration: 1, Log-likelihood: -1426.0115342688534 Iteration: 1, Log-likelihood: -1425.866233316107 Iteration: 1, Log-likelihood: -1425.743796172594 Iteration: 1, Log-likelihood: -1425.639416887091 Iteration: 1, Log-likelihood: -885.4647709165456 Iteration: 2, Log-likelihood: -884.1911686167352 Iteration: 3, Log-likelihood: -883.7554242975988 Iteration: 4, Log-likelihood: -883.4669827744821 Iteration: 5, Log-likelihood: -883.2674038208662 Iteration: 6, Log-likelihood: -883.1273397212434 Iteration: 7, Log-likelihood: -883.0278961470409 Iteration: 8, Log-likelihood: -882.9565435533224 Iteration: 9, Log-likelihood: -882.9048335998128 Iteration: 10, Log-likelihood: -882.8669918828137 Iteration: 1, Log-likelihood: -884.9051615113128 Iteration: 1, Log-likelihood: -884.0428823263132 Iteration: 1, Log-likelihood: -883.8634935262005 Iteration: 1, Log-likelihood: -883.7994526816353 Iteration: 1, Log-likelihood: -883.7687380121265 Iteration: 1, Log-likelihood: -883.7485824153197 Iteration: 1, Log-likelihood: -883.7318338942297 Iteration: 1, Log-likelihood: -883.7161641393545 Iteration: 1, Log-likelihood: -883.7008020835232 Iteration: 1, Log-likelihood: -883.6854903364286 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 12.3s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.5s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.6s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.2s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [5.233233210499913 1.1718527701758603 -0.19069273118917285 -0.17825900589096966 0.7247789915433375 0.7265388861042477 -0.7210027731161517 -1.9023681114793394 -0.7938068439019974 2.8068513836480182 -2.4990495878044316 -5.108118110916106 0.2831450818591238 2.102338344213472 3.0403826890049293 1.7451313385552478 3.277230987445992 1.9226325941719868 0.3103544219842666 0.8436606932819415 -6.582437136705912 2.155993022810483 -0.8803753933953173 2.0439439280666996 -0.25627998973825744 3.9834816759924774 1.0531610495305992 2.627411132006334 -0.7549912888775361 -2.2457526638994176 0.4517026931172291 0.44374379542705356 3.444690476583747 1.8263109888688134 -5.07930473628875 -3.632098022432748 -0.686002908951165 -2.774774877248502 2.0767695546575577 2.8403863969097856 -1.8550408088478754 -3.636528265049286 1.4702374428168237 5.148539172574535 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-3.098032584315273 -1.6969685804968893 2.5943185699124776 0.2003321901579292 -2.0954066497656734 1.6527901040134279 -1.19184020954546 -1.1722615750426313 0.015861638479755635 3.2892272728617615 -0.6457323386551652 2.4705543415876994 2.302428500375955 4.4179057943433175 4.84511053606183 2.0627540536578897 2.559988129671913 0.8206136060705653 0.6982406685406956 2.9766669410536712 0.222611544893347 -4.2855633104197395 2.704520717011681 -1.1502031923775746 -3.4560952350344367 2.1589932989603406 -3.260280049878807 -2.0115564278253224 2.54468713624096 4.141530794393252]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 8.0s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.7s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:27 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.9s Running EM algorithm... 2%|█ | ETA: 0:01:05 ( 0.66 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:57 ( 0.58 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:52 ( 0.55 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:49 ( 0.51 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:47 ( 0.50 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:44 ( 0.48 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:43 ( 0.46 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:41 ( 0.45 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:40 ( 0.44 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:38 ( 0.43 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:37 ( 0.42 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:37 ( 0.43 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:37 ( 0.43 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:36 ( 0.43 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:36 ( 0.43 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:06 (68.47 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:29 ( 0.29 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:18 ( 0.18 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:09 (96.97 ms/it) Running EM algorithm... 12%|██████ | ETA: 0:00:08 (90.79 ms/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:07 (80.65 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (12.52 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 17.7s Testing StateSpaceDynamics tests passed Testing completed after 726.37s PkgEval succeeded after 1442.57s