Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.843 (7634fdf1d6*) started at 2025-07-13T20:02:07.612 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.69s ################################################################################ # 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 v4.17.0 [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 v0.7.2 [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 9.35s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 64.54s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_5vS0hM/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_5vS0hM/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 v4.17.0 [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 v0.7.2 [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] 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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... Precompiling packages... 12067.6 ms ✓ MAT 1 dependency successfully precompiled in 12 seconds. 48 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m56.1s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m55.5s Fitting LDS via EM... 8%|████ | ETA: 0:00:01 (13.14 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 8.51 ms/it) Fitting LDS via EM... 4%|██ | ETA: 0:00:03 (28.08 ms/it) Fitting LDS via EM... 10%|█████ | ETA: 0:00:02 (22.17 ms/it) Fitting LDS via EM... 16%|████████ | ETA: 0:00:02 (20.68 ms/it) Fitting LDS via EM... 21%|██████████▌ | ETA: 0:00:02 (21.84 ms/it) Fitting LDS via EM... 27%|█████████████▌ | ETA: 0:00:02 (21.02 ms/it) Fitting LDS via EM... 32%|████████████████ | ETA: 0:00:01 (21.35 ms/it) Fitting LDS via EM... 38%|███████████████████ | ETA: 0:00:01 (21.16 ms/it) Fitting LDS via EM... 43%|█████████████████████▌ | ETA: 0:00:01 (21.10 ms/it) Fitting LDS via EM... 48%|████████████████████████ | ETA: 0:00:01 (21.49 ms/it) Fitting LDS via EM... 53%|██████████████████████████▌ | ETA: 0:00:01 (21.42 ms/it) Fitting LDS via EM... 58%|█████████████████████████████ | ETA: 0:00:01 (21.81 ms/it) Fitting LDS via EM... 64%|████████████████████████████████ | ETA: 0:00:01 (21.62 ms/it) Fitting LDS via EM... 70%|███████████████████████████████████ | ETA: 0:00:01 (21.33 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (21.41 ms/it) Fitting LDS via EM... 81%|████████████████████████████████████████▌ | ETA: 0:00:00 (21.19 ms/it) Fitting LDS via EM... 86%|███████████████████████████████████████████ | ETA: 0:00:00 (21.33 ms/it) Fitting LDS via EM... 92%|██████████████████████████████████████████████ | ETA: 0:00:00 (21.21 ms/it) Fitting LDS via EM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (21.28 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (21.22 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m58.2s 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: 0:00:17 ( 0.17 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:09 (98.73 ms/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:07 (74.75 ms/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:06 (64.82 ms/it) Fitting Poisson LDS via LaPlaceEM... 15%|███████▌ | ETA: 0:00:05 (59.12 ms/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:05 (55.52 ms/it) Fitting Poisson LDS via LaPlaceEM... 21%|██████████▌ | ETA: 0:00:04 (54.43 ms/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:04 (52.22 ms/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:04 (50.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 30%|███████████████ | ETA: 0:00:03 (49.81 ms/it) Fitting Poisson LDS via LaPlaceEM... 33%|████████████████▌ | ETA: 0:00:03 (48.66 ms/it) Fitting Poisson LDS via LaPlaceEM... 36%|██████████████████ | ETA: 0:00:03 (48.55 ms/it) Fitting Poisson LDS via LaPlaceEM... 39%|███████████████████▌ | ETA: 0:00:03 (47.74 ms/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:03 (46.86 ms/it) Fitting Poisson LDS via LaPlaceEM... 45%|██████████████████████▌ | ETA: 0:00:03 (46.67 ms/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:02 (46.12 ms/it) Fitting Poisson LDS via LaPlaceEM... 51%|█████████████████████████▌ | ETA: 0:00:02 (45.96 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:02 (45.28 ms/it) Fitting Poisson LDS via LaPlaceEM... 57%|████████████████████████████▌ | ETA: 0:00:02 (44.79 ms/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:02 (44.59 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:02 (43.74 ms/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:01 (43.68 ms/it) Fitting Poisson LDS via LaPlaceEM... 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| ETA: 0:00:02 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:12 ( 0.12 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m24.6s Running EM algorithm... 2%|█ | ETA: 0:02:38 ( 1.62 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:53 ( 1.17 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (34.95 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 43.1s Running EM algorithm... 1%|▌ | ETA: 0:00:41 ( 0.21 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:42 ( 0.21 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:41 ( 0.21 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:41 ( 0.21 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:40 ( 0.21 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:40 ( 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 ( 9.15 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 20.3s 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: 0:02:25 ( 0.73 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:26 ( 0.74 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: 0:01:57 ( 0.60 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:48 ( 0.56 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:40 ( 0.52 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:36 ( 0.50 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:31 ( 0.48 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:28 ( 0.46 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:25 ( 0.45 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:22 ( 0.44 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:20 ( 0.43 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:18 ( 0.42 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:16 ( 0.41 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:14 ( 0.40 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:12 ( 0.40 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:11 ( 0.39 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:10 ( 0.39 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:09 ( 0.38 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:08 ( 0.38 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (41.75 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 30.2s Running EM algorithm... 1%|▌ | ETA: 0:01:26 ( 0.44 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:46 ( 0.54 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:30 ( 0.76 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:19 ( 0.71 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:11 ( 0.68 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:03 ( 0.64 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:57 ( 0.61 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:51 ( 0.58 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:47 ( 0.56 s/it) Running EM algorithm... 6%|██▊ | ETA: 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100%|██████████████████████████████████████████████████| Time: 0:00:14 (74.19 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 29.6s Iteration: 1, Log-likelihood: -20.24222825312997 Iteration: 2, Log-likelihood: -20.242228253129966 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -17.76671407874839 Iteration: 1, Log-likelihood: -15.12888936736351 Iteration: 1, Log-likelihood: -12.294585131620357 Iteration: 1, Log-likelihood: -10.222365332608021 Iteration: 1, Log-likelihood: -6.859285686632003 Iteration: 1, Log-likelihood: -3.431227123807951 Iteration: 1, Log-likelihood: -1.709536771036491 Iteration: 1, Log-likelihood: -0.20316793849660747 Iteration: 1, Log-likelihood: 0.035933105541140264 Iteration: 1, Log-likelihood: 0.6701644016048367 Iteration: 1, Log-likelihood: -1425.1986407117497 Iteration: 2, Log-likelihood: -1425.0819754934416 Iteration: 3, Log-likelihood: -1425.0294837067645 Iteration: 4, Log-likelihood: -1424.9935537848944 Iteration: 5, Log-likelihood: -1424.961845307623 Iteration: 6, Log-likelihood: -1424.9312208722822 Iteration: 7, Log-likelihood: -1424.9009371181583 Iteration: 8, Log-likelihood: -1424.8708680000789 Iteration: 9, Log-likelihood: -1424.8410451120633 Iteration: 10, Log-likelihood: -1424.8115400061538 Iteration: 1, Log-likelihood: -1425.9442332543165 Iteration: 1, Log-likelihood: -1425.3456847846244 Iteration: 1, Log-likelihood: -1425.067746575895 Iteration: 1, Log-likelihood: -1424.8801498760818 Iteration: 1, Log-likelihood: -1424.74584129658 Iteration: 1, Log-likelihood: -1424.64711122506 Iteration: 1, Log-likelihood: -1424.5730786804368 Iteration: 1, Log-likelihood: -1424.5166490505155 Iteration: 1, Log-likelihood: -1424.4730392742563 Iteration: 1, Log-likelihood: -1424.438937906672 Iteration: 1, Log-likelihood: -893.2502931558347 Iteration: 2, Log-likelihood: -888.2993678908285 Iteration: 3, Log-likelihood: -886.5024344095976 Iteration: 4, Log-likelihood: -885.7053676401162 Iteration: 5, Log-likelihood: -885.2845342728716 Iteration: 6, Log-likelihood: -885.0350950392832 Iteration: 7, Log-likelihood: -884.8738774085028 Iteration: 8, Log-likelihood: -884.7616963202064 Iteration: 9, Log-likelihood: -884.6783177284086 Iteration: 10, Log-likelihood: -884.6127065586747 Iteration: 1, Log-likelihood: -884.4130224521421 Iteration: 1, Log-likelihood: -884.0873619156486 Iteration: 1, Log-likelihood: -884.0020190431194 Iteration: 1, Log-likelihood: -883.9725184298276 Iteration: 1, Log-likelihood: -883.9615460922996 Iteration: 1, Log-likelihood: -883.9569688670035 Iteration: 1, Log-likelihood: -883.9546427640182 Iteration: 1, Log-likelihood: -883.9531453730389 Iteration: 1, Log-likelihood: -883.9519848802529 Iteration: 1, Log-likelihood: -883.9509882720059 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 11.4s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.2s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.7s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.4s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [-3.901025138065932 -3.4998563737376838 -0.7090319024746261 0.03522021643030285 -3.769144622235915 0.26918547657091335 -1.2620806218991518 1.8362320698255519 -2.872419540692878 -1.5067512780008063 -1.742526382812843 2.405456996257689 3.1204568555881815 1.7787435268119338 -1.1072650600712821 3.833769928129346 2.5117816503428814 -1.6309239498491803 -3.5555717350793796 0.7458659691817671 0.19820332909909255 2.96391278658799 -2.0937945656517263 -3.574954714082021 2.2097414517113387 2.7210736133969062 -0.09797634872551497 2.7972173058562686 -2.1596654532187265 -1.1359593968053887 -0.22206261653324355 -3.1335913291365975 -1.15617624026281 -3.0034110909069502 0.47713546907379567 -2.092501376668791 1.272747748897406 -2.899150994522596 4.5653285900026805 -0.2805772295096953 0.27997828305149586 2.3459056898490127 0.9664020383418784 -1.2559875606523843 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-0.40345410843492735 0.2916445721516792 -2.340735099673671 2.4329160217902457 -3.4955021425312713 -2.3754475454056445 -1.3885834706906452 -1.2254565011548322 -0.058518929372603834 -2.3961051410110827 0.36756146709448223 0.3488146142069405 -2.5927595598371513 4.329822341276495 -0.6079383660537233 2.394170915365027 -4.44356758058135 -0.3284604672852902 1.532482092465858 -0.9730038983438566 -1.471036465643724 0.06791449901802249 -1.707434210374235 1.3579675391751598 0.9748408429355151 -1.0027635082335 4.237609946452897 -0.7072196143348997 1.7835725613300777 3.980803443156953 -0.8961898123057802 -0.27284900428562303 -5.894308486389336 2.4407010970876315 -1.1688548026624002 -2.6124910523718814 -3.292686202355372 -0.25254179702071355 -3.188029514337966 -0.23067423410451204 1.0383284012077731 3.8525013329051334 -0.2867167231344371 2.3027941503624216 1.6915306272660036 2.822964780339845 2.4413454228211977 -1.5016567218170804 -0.745891582524308 -0.19877462423896886 -5.695503347048245 0.8147364459153152 1.3415464309354443 0.8200934766729774 -1.784596686888845 0.8120221081374714 1.7656623392564188 4.55455519946889 -1.5658010169070264 -3.7953999089656563 -0.39387223098588653 3.8401967829638775 1.5528753335756293 1.3254904218195307 0.5133404279306091 5.416489242532227 -0.7304476991715394 -0.030806459729091795 -1.184263895680477 0.49659925761145113 2.6255054382196 -0.7648713683449856 -1.121396975123282 -0.25112749521746097 -2.6090331900341193 0.658558608295988 -0.5385925664426616 2.2785256164380168 6.8991591494017666 1.9746973090998914 -2.570568003987824]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 8.4s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.4s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:26 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.7s Running EM algorithm... 2%|█ | ETA: 0:01:00 ( 0.62 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:54 ( 0.56 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:51 ( 0.53 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:12 ( 0.75 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:06 ( 0.70 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:04 ( 0.68 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:00 ( 0.66 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:57 ( 0.63 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:55 ( 0.61 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:53 ( 0.59 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:51 ( 0.58 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:50 ( 0.57 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:48 ( 0.56 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:47 ( 0.55 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:46 ( 0.54 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (87.14 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:28 ( 0.29 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:15 ( 0.16 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:09 (96.31 ms/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:08 (91.14 ms/it) Running EM algorithm... 16%|████████ | ETA: 0:00:07 (81.39 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (13.02 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 19.6s Testing StateSpaceDynamics tests passed Testing completed after 758.98s PkgEval succeeded after 858.36s