Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.759 (3bb7518b04*) started at 2025-06-22T20:19:02.213 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.51s ################################################################################ # 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 v1.15.0 [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 v4.16.0 [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 v5.12.0+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 9.35s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 38.47s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_xlop68/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_xlop68/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] CommonSubexpressions v0.3.1 [34da2185] Compat v4.16.0 [f0e56b4a] ConcurrentUtilities v2.5.0 [187b0558] ConstructionBase v1.6.0 [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 v0.7.1 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [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 v1.10.17 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.4 [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 v7.4.0 [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 v7.10.0 [77ba4419] NaNMath v1.1.3 [4d8831e6] OpenSSL v1.5.0 [429524aa] Optim v1.13.2 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 [2dfb63ee] PooledArrays v1.4.3 [85a6dd25] PositiveFactorizations v0.2.4 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [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 v1.6.0 [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 v4.3.1+0 [f1f71cc9] MPItrampoline_jll v5.5.4+0 [c8ffd9c3] MbedTLS_jll v2.28.6+2 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.8+0 [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 v8.14.1+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... Precompiling packages... 32832.8 ms ✓ PrettyTables 86770.4 ms ✓ DataFrames 2 dependencies successfully precompiled in 121 seconds. 33 already precompiled. Precompiling packages... 14672.1 ms ✓ HDF5 8335.0 ms ✓ MAT 2 dependencies successfully precompiled in 23 seconds. 46 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m32.5s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m45.4s Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (16.67 ms/it) Fitting LDS via EM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:00 ( 8.82 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 8.90 ms/it) Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (19.86 ms/it) Fitting LDS via EM... 11%|█████▌ | ETA: 0:00:02 (23.01 ms/it) Fitting LDS via EM... 17%|████████▌ | ETA: 0:00:02 (21.68 ms/it) Fitting LDS via EM... 23%|███████████▌ | ETA: 0:00:02 (21.19 ms/it) Fitting LDS via EM... 27%|█████████████▌ | ETA: 0:00:02 (22.17 ms/it) Fitting LDS via EM... 33%|████████████████▌ | ETA: 0:00:01 (21.74 ms/it) Fitting LDS via EM... 39%|███████████████████▌ | ETA: 0:00:01 (21.99 ms/it) Fitting LDS via EM... 45%|██████████████████████▌ | ETA: 0:00:01 (21.63 ms/it) Fitting LDS via EM... 51%|█████████████████████████▌ | ETA: 0:00:01 (21.41 ms/it) Fitting LDS via EM... 55%|███████████████████████████▌ | ETA: 0:00:01 (21.69 ms/it) Fitting LDS via EM... 61%|██████████████████████████████▌ | ETA: 0:00:01 (21.47 ms/it) Fitting LDS via EM... 66%|█████████████████████████████████ | ETA: 0:00:01 (21.66 ms/it) Fitting LDS via EM... 72%|████████████████████████████████████ | ETA: 0:00:01 (21.46 ms/it) Fitting LDS via EM... 78%|███████████████████████████████████████ | ETA: 0:00:00 (21.32 ms/it) Fitting LDS via EM... 82%|█████████████████████████████████████████ | ETA: 0:00:00 (21.54 ms/it) Fitting LDS via EM... 88%|████████████████████████████████████████████ | ETA: 0:00:00 (21.42 ms/it) Fitting LDS via EM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:00 (21.53 ms/it) Fitting LDS via EM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (21.47 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (21.46 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m50.3s 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... 5%|██▌ | ETA: 0:00:10 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:07 (78.23 ms/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:07 (74.54 ms/it) Fitting Poisson LDS via LaPlaceEM... 13%|██████▌ | ETA: 0:00:06 (66.32 ms/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:05 (61.58 ms/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:05 (60.57 ms/it) Fitting Poisson LDS via LaPlaceEM... 21%|██████████▌ | ETA: 0:00:05 (57.53 ms/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:04 (56.43 ms/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:04 (54.38 ms/it) Fitting Poisson LDS via LaPlaceEM... 30%|███████████████ | ETA: 0:00:04 (52.88 ms/it) Fitting Poisson LDS via LaPlaceEM... 33%|████████████████▌ | ETA: 0:00:04 (52.31 ms/it) Fitting Poisson LDS via LaPlaceEM... 36%|██████████████████ | ETA: 0:00:03 (51.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:03 (51.37 ms/it) Fitting Poisson LDS via LaPlaceEM... 41%|████████████████████▌ | ETA: 0:00:03 (50.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:03 (49.69 ms/it) Fitting Poisson LDS via LaPlaceEM... 47%|███████████████████████▌ | ETA: 0:00:03 (49.48 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:02 (48.86 ms/it) Fitting Poisson LDS via LaPlaceEM... 53%|██████████████████████████▌ | ETA: 0:00:02 (48.80 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:02 (48.48 ms/it) Fitting Poisson LDS via LaPlaceEM... 59%|█████████████████████████████▌ | ETA: 0:00:02 (48.08 ms/it) Fitting Poisson LDS via LaPlaceEM... 61%|██████████████████████████████▌ | ETA: 0:00:02 (48.19 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:02 (47.77 ms/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:02 (47.84 ms/it) Fitting Poisson LDS via LaPlaceEM... 70%|███████████████████████████████████ | ETA: 0:00:01 (47.49 ms/it) Fitting Poisson LDS via LaPlaceEM... 73%|████████████████████████████████████▌ | ETA: 0:00:01 (47.20 ms/it) Fitting Poisson LDS via LaPlaceEM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (47.29 ms/it) Fitting Poisson LDS via LaPlaceEM... 78%|███████████████████████████████████████ | ETA: 0:00:01 (47.02 ms/it) Fitting Poisson LDS via LaPlaceEM... 81%|████████████████████████████████████████▌ | ETA: 0:00:01 (47.11 ms/it) Fitting Poisson LDS via LaPlaceEM... 84%|██████████████████████████████████████████ | ETA: 0:00:01 (46.78 ms/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:01 (46.58 ms/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:01 (46.72 ms/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:00 (46.49 ms/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:00 (46.28 ms/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (46.32 ms/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:04 (46.17 ms/it) Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:16 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 3%|█▌ | ETA: 0:00:16 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:16 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:16 ( 0.17 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:16 ( 0.17 s/it) Fitting Poisson LDS via LaPlaceEM... 7%|███▌ | ETA: 0:00:16 ( 0.17 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:16 ( 0.17 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Time: 0:00:18 ( 0.18 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m24.8s Running EM algorithm... 2%|█ | ETA: 0:02:11 ( 1.33 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:32 ( 0.95 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (28.40 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 40.8s Running EM algorithm... 1%|▌ | ETA: 0:00:46 ( 0.23 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:45 ( 0.23 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:41 ( 0.21 s/it) 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100%|██████████████████████████████████████████████████| Time: 0:00:14 (70.73 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 28.6s Iteration: 1, Log-likelihood: -25.705420384211287 Iteration: 2, Log-likelihood: -25.705420384211287 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -23.940374446275193 Iteration: 1, Log-likelihood: -21.825592630917665 Iteration: 1, Log-likelihood: -19.78620526306758 Iteration: 1, Log-likelihood: -18.794288076865467 Iteration: 1, Log-likelihood: -18.210760087456816 Iteration: 1, Log-likelihood: -17.567537508569558 Iteration: 1, Log-likelihood: -16.088962934103556 Iteration: 1, Log-likelihood: -9.721555700304242 Iteration: 1, Log-likelihood: -5.031802228940643 Iteration: 1, Log-likelihood: -5.029664575812691 Iteration: 1, Log-likelihood: -1420.6096712010356 Iteration: 2, Log-likelihood: -1420.5768932063684 Iteration: 3, Log-likelihood: -1420.5626811275135 Iteration: 4, Log-likelihood: -1420.5537739834654 Iteration: 5, Log-likelihood: -1420.5466986684696 Iteration: 6, Log-likelihood: -1420.5404915003548 Iteration: 7, Log-likelihood: -1420.534854750822 Iteration: 8, Log-likelihood: -1420.529674283174 Iteration: 9, Log-likelihood: -1420.5248900034287 Iteration: 10, Log-likelihood: -1420.520460083386 Iteration: 1, Log-likelihood: -1420.5306101632345 Iteration: 1, Log-likelihood: -1420.5021872323941 Iteration: 1, Log-likelihood: -1420.486475292094 Iteration: 1, Log-likelihood: -1420.477735960727 Iteration: 1, Log-likelihood: -1420.4728296702624 Iteration: 1, Log-likelihood: -1420.4700329823856 Iteration: 1, Log-likelihood: -1420.4683979754875 Iteration: 1, Log-likelihood: -1420.4674027481892 Iteration: 1, Log-likelihood: -1420.4667598548974 Iteration: 1, Log-likelihood: -1420.4663109998312 Iteration: 1, Log-likelihood: -899.303100693256 Iteration: 2, Log-likelihood: -898.8152298842533 Iteration: 3, Log-likelihood: -898.7686357704073 Iteration: 4, Log-likelihood: -898.7422124721809 Iteration: 5, Log-likelihood: -898.7221373419485 Iteration: 6, Log-likelihood: -898.7059880236569 Iteration: 7, Log-likelihood: -898.6925942916537 Iteration: 8, Log-likelihood: -898.6812259805732 Iteration: 9, Log-likelihood: -898.671385160433 Iteration: 10, Log-likelihood: -898.6627195360744 Iteration: 1, Log-likelihood: -899.0732864662731 Iteration: 1, Log-likelihood: -898.9270283443254 Iteration: 1, Log-likelihood: -898.8604030956315 Iteration: 1, Log-likelihood: -898.8167465969811 Iteration: 1, Log-likelihood: -898.7841190789115 Iteration: 1, Log-likelihood: -898.7576840088719 Iteration: 1, Log-likelihood: -898.7353253671977 Iteration: 1, Log-likelihood: -898.7160205928227 Iteration: 1, Log-likelihood: -898.6991887058839 Iteration: 1, Log-likelihood: -898.6844370638993 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 11.5s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.0s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 7.9s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 10.9s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [-1.0468956312144344 5.444028371906021 -0.6081131883944635 4.37573334937546 0.41921364877240036 3.9443654157307417 1.7273908136312512 2.146243607581409 0.48094019260864984 -0.2802673122883843 0.4721484201756003 -1.9837335542212022 2.576934145820319 -4.499575739553249 -0.7312002733594212 -3.634537409766072 0.349641866443839 2.0584593648348037 -0.5570639096737033 2.3484262656538903 1.2419690152111842 -0.9478659081821194 -0.8248413907388678 -3.309623355286571 1.0349070588080589 -2.119836194899621 0.07662392685458574 0.9855999053579381 1.7718506768976159 -0.9468068396228593 1.391787973849316 -2.3335337658939532 0.7909054187465419 -1.9470965379100995 -5.108236022033259 0.1420362095576656 2.5611502769507832 -1.6300981751534258 -1.5525084969127843 -0.6801416270775641 -3.5470078900869098 0.7585034430253366 -7.533643626810359 -0.5250394705800369 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-1.7284758768309034 -4.808047601408137 1.4984055278280213 -2.781070639654414 3.2784704348986304 4.230881160730835 -2.150261928542851 0.15632358888493483 0.48041357190015843 3.4698040566108768 0.967258010281069 1.7704185701466906 -1.9800200194151465 1.7634403652343058 -1.5167744407669055 1.919415517283778 0.3344794007861578 0.5292311074251453 1.14532343963199 -1.5293298405477511 4.160958363752866 -4.470859127998198 2.5250339695832738 -4.634538259980641 -1.0021159298195714 -0.26013949908803224 -2.608392260504397 -2.294346659564941 -2.0121555018037487 -0.9188254211409738 -0.5912394473583822 -1.4965401445560804 -1.5225048608786191 1.5882167184202025 3.561001275909704 1.928860938686793 0.17358795769423097 4.62124385846238 0.5700868478591001 -0.2962197758766314 0.967310189242013 0.6107660821016441 -2.203078447879119 -1.8972078426538108 -4.603570812234611 -0.6406503230640513 -5.2383291863918275 1.0081488359759658 -1.3081266915360505 -2.1546312916081845 -2.7444004811510827 0.39537097140088295 -3.0719662788504127 0.08265835262686327 -2.1364399268136163 -2.596716879217634 -1.8964408001800344 -4.503033697420269 0.828344761208071 1.8069686360381363 -0.8307760958371093 -2.9832747972245137 -1.2960237860271004 -5.360630265667468 -0.07161348809843315 -1.2558824411112974 1.2710099719725094 2.3447843631642664 -0.8063364842217382 0.7833256362212739 -3.818043818936392 -1.9753320525077966 2.125230445259881 -0.7158971029167875 1.392343521885295 -0.07987490403631314 4.23342915426598 2.187070283145948 -1.312860716614759 0.36614568710061884 -1.1131033574910092 1.1339895954293993]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 8.2s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.4s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:25 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.8s Running EM algorithm... 2%|█ | ETA: 0:01:02 ( 0.63 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:56 ( 0.57 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:18 ( 0.81 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:10 ( 0.74 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:06 ( 0.70 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:02 ( 0.66 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:59 ( 0.64 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:56 ( 0.61 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:54 ( 0.60 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:52 ( 0.58 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:50 ( 0.57 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:49 ( 0.56 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:47 ( 0.55 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:46 ( 0.55 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:45 ( 0.54 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (86.06 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:27 ( 0.28 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:21 ( 0.22 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:12 ( 0.13 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:09 ( 0.10 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:08 (93.63 ms/it) Running EM algorithm... 14%|███████ | ETA: 0:00:07 (82.29 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (11.93 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 19.1s Testing StateSpaceDynamics tests passed Testing completed after 840.45s PkgEval succeeded after 914.52s