Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.704 (4632cd28b9*) started at 2025-06-05T20:03:48.942 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.63s ################################################################################ # Installation # Installing StateSpaceDynamics... Resolving package versions... Installed StateSpaceDynamics ─ v0.1.1 Updating `~/.julia/environments/v1.13/Project.toml` [19cf8126] + StateSpaceDynamics v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [47edcb42] + ADTypes v1.14.0 [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 v4.16.0 [187b0558] + ConstructionBase v1.5.8 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 ⌅ [a0c0ee7d] + DifferentiationInterface v0.6.54 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.4 [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 v7.3.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [d41bc354] + NLSolversBase v7.9.1 [77ba4419] + NaNMath v1.1.3 [429524aa] + Optim v1.12.0 [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 v5.12.0+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 9.51s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 37.99s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_dGDo2u/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 v1.12.0 [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_dGDo2u/Manifest.toml` [47edcb42] ADTypes v1.14.0 [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] CommonSubexpressions v0.3.1 [34da2185] Compat v4.16.0 [f0e56b4a] ConcurrentUtilities v2.5.0 [187b0558] ConstructionBase v1.5.8 [a2441757] Coverage v1.6.1 [c36e975a] CoverageTools v1.3.2 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 ⌅ [a0c0ee7d] DifferentiationInterface v0.6.54 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.4 [4e289a0a] EnumX v1.0.5 [460bff9d] ExceptionUnwrapping v0.1.11 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.13.0 [6a86dc24] FiniteDiff v2.27.0 ⌅ [f6369f11] ForwardDiff v0.10.38 [c27321d9] Glob v1.3.1 [f67ccb44] HDF5 v0.17.2 [cd3eb016] HTTP v1.10.16 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.3 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [98e50ef6] JuliaFormatter v2.1.2 ⌅ [70703baa] JuliaSyntax v0.4.10 [b964fa9f] LaTeXStrings v1.4.0 [d3d80556] LineSearches v7.3.0 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.1.0 [23992714] MAT v0.10.7 [3da0fdf6] MPIPreferences v0.1.11 [1914dd2f] MacroTools v0.5.16 [739be429] MbedTLS v1.1.9 [e1d29d7a] Missings v1.2.0 [d41bc354] NLSolversBase v7.9.1 [77ba4419] NaNMath v1.1.3 [4d8831e6] OpenSSL v1.5.0 [429524aa] Optim v1.12.0 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 [2dfb63ee] PooledArrays v1.4.3 [85a6dd25] PositiveFactorizations v0.2.4 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [08abe8d2] PrettyTables v2.4.0 [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 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [777ac1f9] SimpleBufferStream v1.2.0 [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 [892a3eda] StringManipulation v0.4.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [3bb67fe8] TranscodingStreams v0.11.3 [5c2747f8] URIs v1.5.2 [3a884ed6] UnPack v1.0.2 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [0234f1f7] HDF5_jll v1.14.6+0 [e33a78d0] Hwloc_jll v2.12.1+0 [7cb0a576] MPICH_jll v4.3.0+1 [f1f71cc9] MPItrampoline_jll v5.5.3+0 [c8ffd9c3] MbedTLS_jll v2.28.6+2 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.7+2 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [477f73a3] libaec_jll v1.1.3+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [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 v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+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 v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+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 3m27.8s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m56.7s Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (17.92 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.70 ms/it) Fitting LDS via EM... 5%|██▌ | ETA: 0:00:02 (21.74 ms/it) Fitting LDS via EM... 10%|█████ | ETA: 0:00:02 (22.08 ms/it) Fitting LDS via EM... 14%|███████ | ETA: 0:00:02 (24.68 ms/it) Fitting LDS via EM... 19%|█████████▌ | ETA: 0:00:02 (23.81 ms/it) Fitting LDS via EM... 24%|████████████ | ETA: 0:00:02 (24.05 ms/it) Fitting LDS via EM... 28%|██████████████ | ETA: 0:00:02 (26.46 ms/it) Fitting LDS via EM... 33%|████████████████▌ | ETA: 0:00:02 (25.84 ms/it) Fitting LDS via EM... 38%|███████████████████ | ETA: 0:00:02 (25.30 ms/it) Fitting LDS via EM... 43%|█████████████████████▌ | ETA: 0:00:01 (25.50 ms/it) Fitting LDS via EM... 48%|████████████████████████ | ETA: 0:00:01 (25.05 ms/it) Fitting LDS via EM... 53%|██████████████████████████▌ | ETA: 0:00:01 (24.72 ms/it) Fitting LDS via EM... 58%|█████████████████████████████ | ETA: 0:00:01 (24.88 ms/it) Fitting LDS via EM... 63%|███████████████████████████████▌ | ETA: 0:00:01 (24.66 ms/it) Fitting LDS via EM... 68%|██████████████████████████████████ | ETA: 0:00:01 (24.43 ms/it) Fitting LDS via EM... 73%|████████████████████████████████████▌ | ETA: 0:00:01 (24.22 ms/it) Fitting LDS via EM... 78%|███████████████████████████████████████ | ETA: 0:00:01 (24.36 ms/it) Fitting LDS via EM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:00 (24.25 ms/it) Fitting LDS via EM... 88%|████████████████████████████████████████████ | ETA: 0:00:00 (24.03 ms/it) Fitting LDS via EM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:00 (24.17 ms/it) Fitting LDS via EM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (24.05 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (24.00 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 2m02.4s 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: 0:00:19 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 3%|█▌ | ETA: 0:00:18 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:13 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:09 (97.37 ms/it) Fitting Poisson LDS via LaPlaceEM... 11%|█████▌ | ETA: 0:00:07 (80.58 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:06 (73.14 ms/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:05 (63.52 ms/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:04 (57.67 ms/it) Fitting Poisson LDS via LaPlaceEM... 25%|████████████▌ | ETA: 0:00:04 (55.40 ms/it) Fitting Poisson LDS via LaPlaceEM... 29%|██████████████▌ | ETA: 0:00:04 (51.78 ms/it) Fitting Poisson LDS via LaPlaceEM... 33%|████████████████▌ | ETA: 0:00:03 (50.20 ms/it) Fitting Poisson LDS via LaPlaceEM... 37%|██████████████████▌ | ETA: 0:00:03 (48.01 ms/it) Fitting Poisson LDS via LaPlaceEM... 41%|████████████████████▌ | ETA: 0:00:03 (46.24 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:03 (45.63 ms/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:02 (44.16 ms/it) Fitting Poisson LDS via LaPlaceEM... 52%|██████████████████████████ | ETA: 0:00:02 (43.58 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:02 (42.47 ms/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:02 (41.62 ms/it) Fitting Poisson LDS via LaPlaceEM... 63%|███████████████████████████████▌ | ETA: 0:00:02 (41.44 ms/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:01 (40.65 ms/it) Fitting Poisson LDS via LaPlaceEM... 71%|███████████████████████████████████▌ | ETA: 0:00:01 (40.37 ms/it) Fitting Poisson LDS via LaPlaceEM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (39.63 ms/it) Fitting Poisson LDS via LaPlaceEM... 79%|███████████████████████████████████████▌ | ETA: 0:00:01 (39.02 ms/it) Fitting Poisson LDS via LaPlaceEM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:01 (38.71 ms/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:00 (38.13 ms/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:00 (38.11 ms/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:00 (37.67 ms/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 (37.26 ms/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (37.14 ms/it) Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:13 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 3%|█▌ | ETA: 0:00:14 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:13 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:13 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:13 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 7%|███▌ | ETA: 0:00:13 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:13 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 9%|████▌ | ETA: 0:00:12 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:12 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 11%|█████▌ | ETA: 0:00:12 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:12 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 13%|██████▌ | ETA: 0:00:12 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:12 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 15%|███████▌ | ETA: 0:00:12 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:12 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 17%|████████▌ | ETA: 0:00:11 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:11 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 19%|█████████▌ | ETA: 0:00:11 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:00:11 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 21%|██████████▌ | ETA: 0:00:11 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:11 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 23%|███████████▌ | ETA: 0:00:11 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:10 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 25%|████████████▌ | ETA: 0:00:10 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 26%|█████████████ | ETA: 0:00:10 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:10 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 28%|██████████████ | ETA: 0:00:10 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 29%|██████████████▌ | ETA: 0:00:10 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 30%|███████████████ | ETA: 0:00:10 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 31%|███████████████▌ | ETA: 0:00:09 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:09 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 33%|████████████████▌ | ETA: 0:00:09 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 34%|█████████████████ | ETA: 0:00:09 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 35%|█████████████████▌ | ETA: 0:00:09 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 36%|██████████████████ | ETA: 0:00:09 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 37%|██████████████████▌ | ETA: 0:00:09 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:08 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 39%|███████████████████▌ | ETA: 0:00:08 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:00:08 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 41%|████████████████████▌ | ETA: 0:00:08 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:08 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 43%|█████████████████████▌ | ETA: 0:00:08 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:08 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 45%|██████████████████████▌ | ETA: 0:00:07 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 46%|███████████████████████ | ETA: 0:00:07 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 47%|███████████████████████▌ | ETA: 0:00:07 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:07 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 49%|████████████████████████▌ | ETA: 0:00:07 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:07 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 51%|█████████████████████████▌ | ETA: 0:00:07 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 52%|██████████████████████████ | ETA: 0:00:07 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 53%|██████████████████████████▌ | ETA: 0:00:06 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:06 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 55%|███████████████████████████▌ | ETA: 0:00:06 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:06 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 57%|████████████████████████████▌ | ETA: 0:00:06 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:06 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 59%|█████████████████████████████▌ | ETA: 0:00:06 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:05 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 61%|██████████████████████████████▌ | ETA: 0:00:05 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 62%|███████████████████████████████ | ETA: 0:00:05 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 63%|███████████████████████████████▌ | ETA: 0:00:05 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:05 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 65%|████████████████████████████████▌ | ETA: 0:00:05 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 66%|█████████████████████████████████ | ETA: 0:00:05 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:04 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 68%|██████████████████████████████████ | ETA: 0:00:04 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 69%|██████████████████████████████████▌ | ETA: 0:00:04 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 70%|███████████████████████████████████ | ETA: 0:00:04 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 71%|███████████████████████████████████▌ | ETA: 0:00:04 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 72%|████████████████████████████████████ | ETA: 0:00:04 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 73%|████████████████████████████████████▌ | ETA: 0:00:04 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 74%|█████████████████████████████████████ | ETA: 0:00:04 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 75%|█████████████████████████████████████▌ | ETA: 0:00:03 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 76%|██████████████████████████████████████ | ETA: 0:00:03 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 77%|██████████████████████████████████████▌ | ETA: 0:00:03 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 78%|███████████████████████████████████████ | ETA: 0:00:03 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 79%|███████████████████████████████████████▌ | ETA: 0:00:03 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 80%|████████████████████████████████████████ | ETA: 0:00:03 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 81%|████████████████████████████████████████▌ | ETA: 0:00:03 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 82%|█████████████████████████████████████████ | ETA: 0:00:02 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 84%|██████████████████████████████████████████ | ETA: 0:00:02 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 86%|███████████████████████████████████████████ | ETA: 0:00:02 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | 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... 90%|█████████████████████████████████████████████ | 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... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:13 ( 0.14 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m34.5s Running EM algorithm... 2%|█ | ETA: 0:02:36 ( 1.59 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:51 ( 1.14 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (34.24 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 44.6s 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: 0:00:42 ( 0.22 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:41 ( 0.21 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:40 ( 0.21 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:39 ( 0.20 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 ( 9.14 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 21.1s 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: 0:02:41 ( 0.81 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:36 ( 0.79 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:25 ( 0.74 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:12 ( 0.68 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:02 ( 0.63 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:52 ( 0.58 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:45 ( 0.55 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:43 ( 0.54 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:57 ( 0.61 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:51 ( 0.59 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:46 ( 0.57 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:43 ( 0.55 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:39 ( 0.53 s/it) Running EM algorithm... 8%|███▊ | 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 ( 0.49 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:27 ( 0.48 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:24 ( 0.47 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:22 ( 0.46 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:20 ( 0.45 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:18 ( 0.44 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (48.41 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 30.6s Running EM algorithm... 1%|▌ | ETA: 0:01:17 ( 0.39 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:25 ( 0.43 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:29 ( 0.45 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:29 ( 0.46 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:29 ( 0.46 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:28 ( 0.45 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:26 ( 0.45 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:24 ( 0.44 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:23 ( 0.44 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:22 ( 0.43 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:21 ( 0.43 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:20 ( 0.43 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:19 ( 0.42 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:18 ( 0.42 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:17 ( 0.42 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:16 ( 0.41 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:14 ( 0.41 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:13 ( 0.40 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:11 ( 0.40 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:10 ( 0.39 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:08 ( 0.38 s/it) Running EM algorithm... 12%|█████▊ | ETA: 0:01:07 ( 0.38 s/it) Running EM algorithm... 12%|██████ | ETA: 0:01:06 ( 0.38 s/it) Running EM algorithm... 12%|██████▎ | ETA: 0:01:05 ( 0.37 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:01:04 ( 0.37 s/it) Running EM algorithm... 14%|██████▊ | ETA: 0:01:03 ( 0.37 s/it) Running EM algorithm... 14%|███████ | ETA: 0:01:02 ( 0.36 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:01:02 ( 0.36 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:01:01 ( 0.36 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:01:00 ( 0.36 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:59 ( 0.35 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:00:59 ( 0.35 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:00:58 ( 0.35 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:00:58 ( 0.35 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:00:57 ( 0.35 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:00:56 ( 0.35 s/it) Running EM algorithm... 19%|█████████▌ | ETA: 0:00:56 ( 0.35 s/it) Running EM algorithm... 20%|█████████▊ | ETA: 0:00:55 ( 0.34 s/it) Running EM algorithm... 20%|██████████ | ETA: 0:00:55 ( 0.34 s/it) Running EM algorithm... 20%|██████████▎ | ETA: 0:00:54 ( 0.34 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:14 (70.08 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 29.1s Iteration: 1, Log-likelihood: -23.521908392854208 Iteration: 2, Log-likelihood: -23.521908392854208 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -22.064463216193662 Iteration: 1, Log-likelihood: -18.172430230891646 Iteration: 1, Log-likelihood: -14.24093547751034 Iteration: 1, Log-likelihood: -10.371089107598753 Iteration: 1, Log-likelihood: 0.7177102497834209 Iteration: 1, Log-likelihood: 6.146369304655812 Iteration: 1, Log-likelihood: 7.078515576158187 Iteration: 1, Log-likelihood: 7.1075179355939575 Iteration: 1, Log-likelihood: 7.12052941799629 Iteration: 1, Log-likelihood: 7.1276522600111205 Iteration: 1, Log-likelihood: -1439.443105114395 Iteration: 2, Log-likelihood: -1438.9659875755242 Iteration: 3, Log-likelihood: -1438.7721467545136 Iteration: 4, Log-likelihood: -1438.641793305617 Iteration: 5, Log-likelihood: -1438.5427734828104 Iteration: 6, Log-likelihood: -1438.464834306144 Iteration: 7, Log-likelihood: -1438.4023420885655 Iteration: 8, Log-likelihood: -1438.3515377457654 Iteration: 9, Log-likelihood: -1438.3097524590594 Iteration: 10, Log-likelihood: -1438.2750356933116 Iteration: 1, Log-likelihood: -1442.3092374238408 Iteration: 1, Log-likelihood: -1440.9928793188838 Iteration: 1, Log-likelihood: -1440.2411485775233 Iteration: 1, Log-likelihood: -1439.7449871428341 Iteration: 1, Log-likelihood: -1439.3982051079288 Iteration: 1, Log-likelihood: -1439.1460137393346 Iteration: 1, Log-likelihood: -1438.9568382321138 Iteration: 1, Log-likelihood: -1438.811324156973 Iteration: 1, Log-likelihood: -1438.697043101335 Iteration: 1, Log-likelihood: -1438.6057065910486 Iteration: 1, Log-likelihood: -910.4189633183414 Iteration: 2, Log-likelihood: -908.865352572008 Iteration: 3, Log-likelihood: -908.1818422521865 Iteration: 4, Log-likelihood: -907.687863513635 Iteration: 5, Log-likelihood: -907.30183441556 Iteration: 6, Log-likelihood: -906.9927057337082 Iteration: 7, Log-likelihood: -906.7419798371078 Iteration: 8, Log-likelihood: -906.5367413041412 Iteration: 9, Log-likelihood: -906.367446053599 Iteration: 10, Log-likelihood: -906.226858453931 Iteration: 1, Log-likelihood: -908.5308812908168 Iteration: 1, Log-likelihood: -907.1697320794831 Iteration: 1, Log-likelihood: -906.7278658619391 Iteration: 1, Log-likelihood: -906.4976866836192 Iteration: 1, Log-likelihood: -906.3325190280384 Iteration: 1, Log-likelihood: -906.1974070544309 Iteration: 1, Log-likelihood: -906.0818924489763 Iteration: 1, Log-likelihood: -905.9815244913989 Iteration: 1, Log-likelihood: -905.8936493627059 Iteration: 1, Log-likelihood: -905.816341993579 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 12.3s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.8s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.5s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.8s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [-0.016157286213296596 -6.319607995150708 -0.15336132704710126 0.9635991152025254 0.3747222948763351 -1.7474329814298395 -0.8008352563535361 -2.3237287408052305 0.1501473315579303 -0.13959532033058963 -5.292790961013851 -1.5816934411854606 -0.3761716085903707 0.7582589839615093 -1.2281998292848038 4.092350232989364 -5.0448851620777715 -0.10538466233887478 -2.7608916823220016 -2.3108818982678403 -4.1626752757225765 -1.046752913262561 3.580748818154832 -0.517142171649491 4.008627976879266 2.4208699773150935 1.75356055797802 -2.5220690547146383 0.29371028892291773 0.329803146813433 -3.212058104913695 -4.841277868137942 0.9275330143228399 -0.8139641164086284 4.038052515920689 1.582854034189289 2.0237060830783227 0.6110558007589073 -0.46836594257816655 -3.112496776813147 1.0660533454615233 -1.6766471563104148 -1.3487452893055558 0.35586704807511194 -2.9550588114648106 2.7374049010541013 -1.812148361970789 2.784579217442518 -0.9788668631448605 -4.32201897275599 0.3976653425317302 -4.875779402136239 -2.633898367025533 2.2277556661758466 1.667849706272419 3.758216793969326 -2.4334142204979887 -1.817060911664909 -0.3482982370970663 -2.6536354007693514 5.565124300377747 0.5438281691229885 -0.35500144319049143 -0.12913328701264426 -3.879221107630411 0.13143551420784239 1.0956845032130824 0.39919963351932486 5.333382774132251 2.1281220845127584 3.9344774512567424 0.8978970948357019 -1.7520962202078065 0.46049093375222594 -1.7192359358277685 1.3782851732249488 -1.9097950420383722 -1.4537702772759484 -0.38612752352785124 -1.0163568084162413 0.11008475020569475 -1.3360459794747266 -0.22038179713567663 -1.811053157063693 0.013165977634841397 -1.0207551644844257 -3.5605481149771574 1.24677488346695 2.0445303071598975 0.01835136348871058 0.4124513059446744 2.0129210144119627 -1.459916143049942 2.2793110634689366 2.985711872199537 0.9759001646689767 -3.6078017325027156 4.449583111181589 2.191438297144213 4.962858363372185][0.00043861865070971007 -1.3978781548625703 -1.7743378917524426 -3.378342164752965 -3.837357105014432 1.896041788957591 -3.4846661098663683 1.931321555230922 4.354655888074761 -2.1172270254368257 -0.9725507483325458 0.1704668373331032 -1.494849976504922 1.0721594947428688 3.4324260821998136 -0.7232144774686617 0.2855996179905637 0.5357654479784195 0.39012750512139804 -2.1731117052670266 -2.632903789551733 4.102875923074995 1.0900265234826363 2.1602102373080885 -2.782086595695061 -0.5109466747008238 2.4902093195353294 1.2836591318352322 -0.06660399219213331 -1.0673126060743843 3.3767708251948596 -1.5217426014158109 1.885498691787267 1.850814486134322 -0.9636322020805259 1.0630980076612977 1.396661444776707 3.5706327462533913 5.443177232794536 6.11372235310167 4.261175637062735 -3.7645387236771226 2.0814819471470782 -2.320935040573417 2.792561686685574 5.614309966597984 1.7014108864809432 1.0571051913208453 -4.677627096282949 2.8843617997793025 -0.5279576237739889 -4.543917004048776 0.9178626080985955 1.5304592487689652 -0.7616894212173313 -2.658690119988841 0.6950296444541512 2.049429331154732 1.552869481013214 0.379657848916503 -0.6577122532283515 1.0776685366018428 -0.36267374484767134 0.0088278819576455 2.8976907401997862 -2.234745704448882 1.1420561946879297 1.4050887846735323 -0.740408922234703 1.3276886901886105 2.2648432083822776 2.7975240602793043 3.7070612343693075 3.18726803799704 -1.2014161833013393 0.4747084785340233 -0.36024667842703373 -0.7259378804734538 0.32419839010851415 -0.03801556653378263 2.109349936211586 2.709369037144229 0.746793623488339 -3.1711117784761935 2.056336658712064 1.7168670201784948 3.3116349622801393 -0.08618482678783124 1.75857253559361 -0.03112304160474344 -0.21127350738570355 1.5660105840110952 1.378540340184425 -2.1836952689102844 1.717247875550969 0.12189010989857169 -1.4654691576568353 -4.211102426545161 0.7998650817826252 0.8601835832765562][-2.2603615982446605 0.7516316563223246 -2.8277168442924454 -0.5002103441196528 1.3106605288919764 -0.40390935749921963 1.7058028345319602 -2.093141544414438 -0.7158147298807991 1.3557688207130074 2.793449639444452 -0.46819755964479304 0.23421538897779648 5.547935526296147 2.728952749233418 -1.7829555875741574 -0.4578500922516673 -0.819852717473875 -0.6973876012570233 2.47439813019924 -1.1085226701505424 0.14381375858759435 0.6471554797856576 -7.130084213143454 0.06176587425039737 -0.3381887526505953 -0.0794677260608071 3.6525613900386356 3.907474100498794 -3.9445570713888656 -0.6495721716418951 0.3726030567057712 -2.1096714168181414 -0.2915102411089422 0.7226576809584535 -1.0204871075517936 0.4426992647062691 -1.4722194967721345 2.261439498565497 1.3721736451889819 -1.1242497252131651 -3.3001914178872216 0.8693584784730934 -0.33286208515850796 3.254764731171193 3.7963005853695324 -0.532642818653902 -1.4394534401485348 1.1995337118788312 1.592575681197063 -2.1965726020082705 0.7150971347204562 4.775931705974738 -0.4972416006588326 1.7077928771023678 2.2075103034782684 -1.1813743093705054 -0.3940006713708462 0.3582970992532124 3.1452483745136037 2.4551877548516616 0.6757853110101153 -2.19351927950344 -3.225270069182689 -0.09915904132231823 -0.2245103145473476 1.682338756789712 -3.527957951963122 0.8329341071692005 -0.6058758177137883 2.879996300136407 2.8667386900491545 0.2966143420778921 1.6049274137049891 0.4537462126112759 -0.6829850046179511 1.29783220981514 -0.2279169205890893 -4.5388548636708315 1.1358767530024818 0.04525195809169913 -4.265481200214715 1.3225313357796695 -2.950963775986159 1.8819452039909084 -0.004432779339766046 -2.165038359449165 -4.354609566162956 2.087190344862628 4.873655736890053 -0.22332580433223798 0.9235984533321837 1.9539427278191634 -2.6942489354891306 -4.722391173320659 1.1810756955977713 -0.8924617812790601 4.248239613848289 -0.8847455667309858 -2.804220281383157][1.414383090759432 -2.178901439795697 -1.609388435549008 2.1578310559196936 3.789078861018912 3.6774721084169757 -1.7116867822984698 0.48562880136046904 2.526060119356649 2.7401404766223534 -2.223576271631792 2.6180573812126697 0.15354803976020417 1.9978881881153243 -0.9196678105370151 3.7475612640339055 -0.06430126369366768 2.481366769995513 2.1172928332556205 -2.351962472542604 -0.6920009093286882 2.841449301300366 -3.5275370301354267 -3.5268257429732754 -3.040362090666606 1.688655066574137 -2.529531679159568 0.6937177112016686 2.014011216824523 3.123912908991371 1.5877068534499907 1.494663270458566 1.8887820864944156 1.3122515697672537 -1.004352041834522 -1.108166818801894 5.585707624466521 6.667794697505332 4.043467801512791 -2.7420789621623083 -4.095459698982798 -4.901201424562025 1.3701859273740893 0.9119473684599475 2.5126780311685284 -2.487681683650765 3.4322279726687146 -0.9352328147169371 -0.8696700496386135 -2.854243722083482 0.36327248277703017 -2.2267603967268004 -1.2677563110101315 2.6883026836325086 2.313855220974319 -2.684535864533025 -1.326541191765524 -2.6063796103749444 3.0894318280460746 -3.776323081838715 -2.6263544162743147 4.842844303401498 2.0179442909349117 -2.994283571561294 0.10331695035792765 0.49398474716463747 -2.210022251427248 3.5783600863627987 -2.277362619220655 -3.1682504440087262 -2.248811762254138 2.6317184369609814 -0.5924506700512293 -1.3869096565969894 -2.627872808520099 -1.8243404068584195 -0.06572571365576463 1.2643706376482784 0.45627226211739597 0.27196584623757253 -0.34442755867878727 2.1913198410898462 -1.7309656948983427 -0.07108892867181091 4.574516731171234 0.21179877757147442 -0.6669524213727744 -2.421135509485293 0.622664437093986 -2.092623948100799 2.3451813815145997 -5.255318806623687 -4.720705752595377 3.8423579190799186 -1.0026526769857207 -2.5421609281829096 1.7950231351678994 1.1102437708058217 -1.0285164333645518 0.04446578405233792][-0.4375331174946944 -3.6561155738805056 6.441717685986106 -0.0009433869723347588 -2.3495224485934307 -2.2787671257787694 0.5588330974044488 2.8650736411829927 2.2897090377012703 1.8252568628486732 2.592614055376447 2.2702649427370893 -3.0846344284780773 -1.8758064215819499 1.3940151146170177 -0.29251588536640005 -2.976347338584327 0.5566279040822218 -1.2934797021293207 -0.9687696733432813 0.059634517849986746 -2.753009476664308 -1.729779839691665 0.3619707596867421 -1.44131657220398 -3.126410800700353 -1.9597974032810257 4.57569300586697 -1.3804849695957768 3.0425134481346725 0.11338325518007775 0.444480559075162 -2.8492799172274217 -0.5905888577651606 2.224427401196352 -2.924862624394162 0.03695015255656253 -0.7108659848084884 -0.7411102186813955 0.14805550829209568 -5.468757196359123 2.5566389695990006 -6.664178002353648 3.6163147576092975 1.6396339553656636 5.212575494776489 -0.9039431925974953 3.3660316527676 -1.0955204199024706 2.53099941491969 3.1519719351732673 2.7145695721133065 0.4069831274905765 0.22132712507030528 -4.760493483632894 -1.3388043042170747 -2.6000083864892116 -1.3961836302750557 -0.12854309662517793 2.184223324476135 2.3568141497774424 -2.388152592431021 2.3718311112652484 -1.9760990763557489 -1.8002165066017377 0.037391361460868966 1.2435340197911444 2.7364962093322838 -4.213078614612119 -3.999824541505188 0.39056198802277603 4.778326897056411 2.9619328941204532 2.688401329874169 -1.6767679074661386 -1.357611408966761 1.8221188877034606 6.0738758494787675 -2.877087510230716 3.7844953477517462 -4.940261187007051 1.5822717307563456 -2.626560551797109 -2.9154569343912327 1.5353339413152467 -0.08720315677676316 1.6367403586583473 4.620652386022771 4.236698606411904 0.646512061580688 0.2563289863040219 2.20059272919643 0.324867087597693 1.1485862162668667 1.041418014499329 0.7120880022578284 2.82348107254629 2.446862589224602 0.587183392407793 -3.246307031534137][2.755089508064119 1.8089754522745216 -1.086278658629026 1.3541796555541314 -1.9805872420069048 -6.768613510198035 2.5214441637750102 -1.9103753948420188 -1.3553453428536069 0.6669305089969317 -0.8596971930124058 1.4012885816355576 0.1968709650714604 -0.16946318880839706 -0.14565029337124102 3.958289597482956 -0.3806425489039643 0.2884325580041852 1.1552091739152546 0.9167634528199758 0.6731894556481279 0.5529565048656181 -2.5133450407755156 -0.4303523936258076 1.7013755408163036 -1.5562417526038774 2.486720564041409 2.6503994168424745 1.877507158628353 0.29939500594053214 2.4083705419186905 3.2700146243989807 0.4488514014300167 -1.9855808606928878 -1.5417674217719148 4.086883072028765 2.9945729545722104 -2.1068599025528023 -0.16352652576239035 -4.092837668548983 2.49435178555991 -2.1748801647335014 2.47979747248019 -4.059242826676798 3.349330076184401 0.7967175483830955 -0.7076619933003035 -1.8167424248104571 -0.04817888262220005 0.7294322691221442 1.0661791205791362 1.240562610460888 1.187412552225531 -0.65657874842119 -0.157138942702733 3.1357330366761786 2.738002455351902 2.0596365199225755 -0.40834957571609365 -2.4071699895706535 2.260058760761594 -2.5109501101569762 0.6666002465963107 -0.5105555131801369 -0.9237774879245753 -4.35196465525322 2.6593177779454282 -0.9769863049281498 -1.1322514433035689 -1.768063232112845 -1.7799313576887454 -1.8653948064525487 -2.932938370244756 -1.232879551634442 -1.856979142839113 0.21933085578134648 1.17897694292102 3.7571803423250083 -0.3413362343265006 -2.8822843435556234 1.0417736419352979 -0.045558945950704755 -1.0070642069751283 -1.487165614576425 2.1109153009972688 2.871591593462808 -2.497128464656132 -1.815639809995692 -1.8064402318179418 3.6249695222925133 2.8536392493938516 1.9787630607493718 1.46519830381145 1.8740732710890016 1.027482250025923 -1.3418101634907025 1.6408053467770392 -1.989095436091706 -1.9453774618043636 -0.5295635222058638][-0.4772597720777111 3.000357272896013 -0.5019352978032224 -0.15535806249897666 1.685256149930722 -0.2964901718853469 -3.2189564683064216 -1.226623797861028 -1.4790462049208812 2.426213671950172 -3.834300645585923 0.41811054990956076 1.0873256644584512 -1.1617691484770853 -4.037774194366555 2.1100194908066627 -1.6792783442996861 -4.428893758331097 -1.2097342433309337 2.11950345694739 1.8535657144622304 0.7519470543856072 -4.468703454597508 -2.080932716753641 4.149866760336265 -0.564527880424053 0.037256415133414045 -2.7830721239014853 -1.5639548248436883 3.9060719634630834 1.540253514454902 1.724876145749271 1.9856950794783672 -1.5615379587530513 -0.4359817314561333 -3.3293362931755413 -1.3707467481299735 0.535049328470136 2.8703280089949716 -0.3138367701415288 -0.7954211350576215 0.6594124141666271 0.9686414410943244 3.909405076286685 1.9772754637884622 -0.7409216683261599 2.274099369930607 1.2857550235414883 -3.098980985195104 3.7726747109972285 -0.5310000804804883 -1.4161128687926576 0.044723959590560636 -2.630527036326293 0.6983603906178586 -1.4001171820229812 1.2925079837549283 -1.5710947623638203 -0.44449365272771957 -2.4839422808740235 2.160939476165191 -1.1863534403889042 -0.7212558462099596 -1.6327599418200882 0.12226953603338069 0.8471748383000566 3.35059506818712 0.32005576215988607 2.719496029039563 -0.35964836454495086 0.3799716975314029 2.8368578733669327 -1.3877305704469518 2.818191475207403 -0.688552101974196 0.9054382897751142 1.884933013610575 0.4678541918572525 0.12646188473830988 -1.2737344029417357 -5.310905496995983 1.7332001426103627 -0.46878823801155045 1.8199902527167962 -1.6921990443546677 1.5238474722833264 0.6922907005765939 0.7085869567576006 -0.13935806123343975 -0.3750839828944409 -0.5535877090822057 -0.06247140790167327 3.2409927190863366 -2.0974557804757334 3.868236615970814 1.825165007527671 -3.77808250082718 2.673955380944505 -2.3134820727440095 -4.787707973627182][1.9840315226151743 2.9049340799201215 -3.1706718258966666 -0.3801907140907309 2.277162057374098 2.9962424091234134 0.536129165109849 3.372540383112436 0.6683818287922664 1.7282741696897523 -1.7614128795981217 -2.4982504769288743 2.9262045930386473 2.049742925367587 -0.47914305726533635 1.6766931227171404 2.1297992120823404 0.5441331426148651 -1.4223719848007836 -4.634621434802216 2.0764947556331115 -0.8145735696377343 1.0918195005749531 1.3714278786685439 1.3330437606611876 0.10964497226288872 -0.6874986296509606 -1.5085667623420038 2.8062321176939458 -1.5080073660932276 0.8065727290695074 -1.9359511161403296 0.5215631106266577 1.693413832677623 1.0899822805397736 -0.2284908873544057 -2.11155060425353 3.995888445342515 -0.8211987647754495 4.9798983823850245 -0.4771647401044189 -0.9865772231365442 2.231615907010424 -2.1113162037755804 1.7550760741397582 2.8465355286990377 -0.993085935225041 -1.8839689265631046 0.051962401964035176 -2.934152810647434 3.566697467711912 2.3879123938400437 -2.1443811506262103 0.11834987744971848 0.5963828948843469 0.9516507555038078 3.161260677306199 -0.951301915245185 -1.4273034753526144 -1.9347113190017806 0.15529079037292853 0.4804182026698063 1.1133468107708844 -2.71173268810574 0.694848548045306 2.2889727002087823 1.0442778985426178 -0.5184548534939215 -0.6404363707255426 2.4787896632140214 -2.9775311130764344 -0.8518418145630873 -0.06268180634526432 0.3944564037436715 -1.4151759759544027 0.24726781371768294 3.7765196896053785 -3.587919176762328 -0.17637336861567893 1.0948334061510188 0.21554021007693058 -4.638418176359873 0.5138982716192686 -3.392532467445609 0.9018454656716999 0.3798720553756325 1.2206751574404624 -4.884883814995026 1.0528779935693793 -0.7889528166524823 1.220850621632069 5.166037050194015 2.881606827664087 -3.346095311037267 -0.01257452263424863 -5.281838185193514 0.3286906118740396 -3.219286548630458 3.417159965042672 -0.19938019877631233][-3.6113565877014877 -0.9196938140492273 2.0815523433783434 -0.25937776778156074 1.6721003215665227 -1.6227012426140701 -0.5391397489254489 -1.906990821495181 -1.3419120266889408 -3.9379014225757722 -0.4354251538937335 -1.3125706358912743 -1.1959215368650598 1.6040466617881968 -2.984360890839138 3.6006326239095774 0.13946570601665786 -0.4739592271334639 4.433588660648255 -1.2735014862161016 -0.06687846079027127 -3.037953588532468 -0.8008634531194259 -0.7079890999727365 -2.8230212195430875 0.33942552176595286 2.515020292888915 1.4956240543446908 0.522167015266553 -1.5770699745997634 -1.0567882710988816 1.1292487097344566 -1.2818276629542045 0.3695754540142764 1.8069555212426482 2.1052437568536213 -1.9991194758224888 -1.6153111610702344 0.2401408287367115 0.38187045150186427 1.4290953258328432 1.2377603124395824 0.9697582499047995 -2.707453909482438 -1.9954034483813599 0.7450360197218997 4.950058615902051 -0.2803147405284918 1.1184873028332418 -2.2007628954815965 1.027938693453842 0.6347576617159184 2.24172148704019 0.7668566731370189 0.6920359809738853 -2.6102688789925557 1.4352051379715616 -1.7632094060550836 2.269292597607657 -3.245010239438385 2.60533478306062 -0.5038084692156649 -2.747467289005151 -3.963480508828258 -3.8550848809034495 0.08485555101543252 -2.6006197661869184 4.128201215377147 0.2586147152107837 7.063234585284021 1.936048014893342 -2.8317682885585453 2.182951169126536 -3.7695732452936404 5.672185014708479 3.120023127278693 -0.562849871545442 -0.6242320958546157 0.2785481848539361 -1.3699920626519568 0.8593194501585892 2.4413302794850225 -2.4599956889942933 2.558065490027197 -3.4735418299158063 3.3526360491681984 0.42571738316249375 0.6044404339999836 0.9254385750031338 -2.979255883627547 3.694842411566458 3.18249655536604 -4.155976737917031 1.6292048735210987 0.2511548368361778 -1.1858407879539798 0.5810695132019378 -3.426763420863243 0.4833746063285669 -0.480363112103461][-1.4956274742679285 -1.9591039227008444 -1.576621222985211 1.7215271289252108 0.7415268700848344 -0.11028194819069248 1.9782557221525743 -0.30800039291234826 1.4679074026095367 1.223176975313127 1.2979667102067223 -2.487409815281484 -1.1726917410432502 1.1330400727813557 -1.6703392394738399 2.422299052337068 2.1939567136527485 -3.761781579925774 2.1598045786905464 -2.4088925718194725 0.8629670318680566 -0.6346877139428005 -1.8019628130003942 -0.36073790462732963 0.2801443023065142 -3.267969195153703 0.7255271304571774 -0.9965201027452522 0.5118894390943747 -0.5111596203292231 -1.2814837976658 2.3990328179324387 -0.6232285426264101 -6.188131241868359 -4.786669834966755 -1.4294037660696886 -0.6986369699444348 -3.421375239709304 0.061694038042645616 4.6770343841361 -3.0206978525827974 -2.9926338149238694 -1.4010723052963772 1.1635498629866596 -1.5079535904119987 0.4794942474423878 -2.959647677010474 -1.8361349733397272 -1.921220893983747 -1.6373912530785468 -3.31765072525332 2.854071875626224 2.844868411269884 1.0524812663081275 0.9861933015217109 -2.064673565866385 -1.6289909828678562 -0.16193861410940702 -1.5099523853520933 -2.0070101138997227 0.15728781875893272 2.269108087790786 2.852087620754411 -1.8246812121072886 -3.331517941737503 -2.002492506245664 5.192174173666849 -1.9326852756693635 1.9690428148626695 0.023203715104555656 1.460842064272784 0.17095470172970706 2.3659771050514573 -3.2940581816585492 1.3229618173659876 0.5980728888624639 -0.6945327661569801 -0.007196830778009589 -0.018832283967892494 2.587071451167142 0.7979421044455959 0.800631482137568 3.027994998056184 -2.5531221735849865 0.3465269641940094 -1.3268141776642997 -1.2178267709519928 -2.47492994061785 -0.3955722144008138 -1.7446312829405237 5.320507334430348 -4.567058871368002 -3.253411301076535 -0.09114488583509073 3.6615253466847073 -2.928921792725221 0.032674989206760416 -3.2089746931640275 -1.3370798338470604 -2.8262474798521398]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 9.8s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.3s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:29 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 11.6s Running EM algorithm... 2%|█ | ETA: 0:01:05 ( 0.66 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:58 ( 0.60 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:54 ( 0.57 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:52 ( 0.55 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:50 ( 0.53 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:49 ( 0.52 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:47 ( 0.52 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:46 ( 0.51 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:46 ( 0.51 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:45 ( 0.51 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:44 ( 0.51 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:44 ( 0.50 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:43 ( 0.50 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:42 ( 0.50 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:41 ( 0.49 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:07 (78.87 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:30 ( 0.31 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:19 ( 0.20 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:12 ( 0.13 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:09 ( 0.11 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:09 (98.04 ms/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:07 (86.62 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (13.40 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 19.4s Testing StateSpaceDynamics tests passed Testing completed after 860.34s PkgEval succeeded after 929.21s