Bn = kde( ( randn(10), randn(10) ) )
pdf(Bn, randn(), randn())
MethodError: no method matching WoodburyMatrices.Woodbury(::LU{Float64, Tridiagonal{Float64, Vector{Float64}}, Vector{Int64}}, ::SparseArrays.SparseMatrixCSC{Float64, Int64}, ::Matrix{Float64}, ::SparseArrays.SparseMatrixCSC{Float64, Int64})
Closest candidates are:
WoodburyMatrices.Woodbury(::Any, ::AbstractVector{T}, ::Any, ::AbstractMatrix{T}) where T
@ WoodburyMatrices ~/.julia/packages/WoodburyMatrices/AF2Dq/src/woodbury.jl:66
Stacktrace:
[1] prefiltering_system(::Type{Float64}, ::Type{Float64}, n::Int64, degree::Quadratic{Line{OnGrid}})
@ Interpolations ~/.julia/packages/Interpolations/USkTk/src/b-splines/quadratic.jl:144
[2] prefilter!(::Type{Float64}, ret::OffsetArrays.OffsetMatrix{Float64, Matrix{Float64}}, it::BSpline{Quadratic{Line{OnGrid}}})
@ Interpolations ~/.julia/packages/Interpolations/USkTk/src/b-splines/prefiltering.jl:58
[3] prefilter(::Type{Float64}, ::Type{Float64}, A::Matrix{Float64}, it::BSpline{Quadratic{Line{OnGrid}}})
@ Interpolations ~/.julia/packages/Interpolations/USkTk/src/b-splines/prefiltering.jl:40
[4] interpolate(::Type{Float64}, ::Type{Float64}, A::Matrix{Float64}, it::BSpline{Quadratic{Line{OnGrid}}})
@ Interpolations ~/.julia/packages/Interpolations/USkTk/src/b-splines/b-splines.jl:160
[5] interpolate(A::Matrix{Float64}, it::BSpline{Quadratic{Line{OnGrid}}})
@ Interpolations ~/.julia/packages/Interpolations/USkTk/src/b-splines/b-splines.jl:184
[6] InterpKDE(kde::BivariateKDE{StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}, StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}}, opts::BSpline{Quadratic{Line{OnGrid}}})
@ KernelDensity ~/.julia/packages/KernelDensity/uv9BT/src/interp.jl:20
[7] InterpKDE(kde::BivariateKDE{StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}, StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}})
@ KernelDensity ~/.julia/packages/KernelDensity/uv9BT/src/interp.jl:25
[8] pdf(k::BivariateKDE{StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}, StepRangeLen{Float64, Base.TwicePrecision{Float64}, Base.TwicePrecision{Float64}, Int64}}, x::Float64, y::Float64)
@ KernelDensity ~/.julia/packages/KernelDensity/uv9BT/src/interp.jl:32
[9] top-level scope
@ In[723]:3
Thank you in advance, and apologies if I am missing something obvious.
Status `~/.julia/environments/v1.10/Project.toml`
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⌃ [76274a88] Bijectors v0.13.12
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[5960d6e9] OrdinaryDiffEqFIRK v1.1.1
[101fe9f7] OrdinaryDiffEqFeagin v1.1.0
[d3585ca7] OrdinaryDiffEqFunctionMap v1.1.1
[d28bc4f8] OrdinaryDiffEqHighOrderRK v1.1.0
[9f002381] OrdinaryDiffEqIMEXMultistep v1.1.0
[521117fe] OrdinaryDiffEqLinear v1.1.0
[1344f307] OrdinaryDiffEqLowOrderRK v1.2.0
[b0944070] OrdinaryDiffEqLowStorageRK v1.2.1
[127b3ac7] OrdinaryDiffEqNonlinearSolve v1.2.1
[c9986a66] OrdinaryDiffEqNordsieck v1.1.0
[5dd0a6cf] OrdinaryDiffEqPDIRK v1.1.0
[5b33eab2] OrdinaryDiffEqPRK v1.1.0
[04162be5] OrdinaryDiffEqQPRK v1.1.0
[af6ede74] OrdinaryDiffEqRKN v1.1.0
[43230ef6] OrdinaryDiffEqRosenbrock v1.2.0
[2d112036] OrdinaryDiffEqSDIRK v1.1.0
[669c94d9] OrdinaryDiffEqSSPRK v1.2.0
[e3e12d00] OrdinaryDiffEqStabilizedIRK v1.1.0
[358294b1] OrdinaryDiffEqStabilizedRK v1.1.0
[fa646aed] OrdinaryDiffEqSymplecticRK v1.1.0
[b1df2697] OrdinaryDiffEqTsit5 v1.1.0
[79d7bb75] OrdinaryDiffEqVerner v1.1.1
⌃ [a7812802] PDEBase v0.1.8
[90014a1f] PDMats v0.11.31
[8314cec4] PGFPlotsX v1.6.1
[f57f5aa1] PNGFiles v0.4.3
[65ce6f38] PackageExtensionCompat v1.0.2
[19eb6ba3] Packing v0.5.0
[5432bcbf] PaddedViews v0.5.12
[d96e819e] Parameters v0.12.3
[69de0a69] Parsers v2.8.1
[fa939f87] Pidfile v1.3.0
[b98c9c47] Pipe v1.3.0
[14b8a8f1] PkgTemplates v0.7.52
[eebad327] PkgVersion v0.3.3
[ccf2f8ad] PlotThemes v3.2.0
[995b91a9] PlotUtils v1.4.1
[58dd65bb] Plotly v0.4.1
[a03496cd] PlotlyBase v0.8.19
[f0f68f2c] PlotlyJS v0.18.14
[f2990250] PlotlyKaleido v2.2.5
[91a5bcdd] Plots v1.40.8
⌃ [c3e4b0f8] Pluto v0.19.9
[e409e4f3] PoissonRandom v0.4.4
[f517fe37] Polyester v0.7.16
[1d0040c9] PolyesterWeave v0.2.2
[647866c9] PolygonOps v0.1.2
[f27b6e38] Polynomials v4.0.11
[2dfb63ee] PooledArrays v1.4.3
[85a6dd25] PositiveFactorizations v0.2.4
[d236fae5] PreallocationTools v0.4.24
[91cefc8d] PrecompileSignatures v3.0.3
[aea7be01] PrecompileTools v1.2.1
[21216c6a] Preferences v1.4.3
[8162dcfd] PrettyPrint v0.2.0
[08abe8d2] PrettyTables v2.4.0
[33c8b6b6] ProgressLogging v0.1.4
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[1fd47b50] QuadGK v2.11.1
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[b3c3ace0] RangeArrays v0.3.2
[c84ed2f1] Ratios v0.4.5
[379f33d0] ReachabilityBase v0.3.1
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⌅ [05181044] RelocatableFolders v0.3.0
[ae029012] Requires v1.3.0
[ae5879a3] ResettableStacks v1.1.1
[295af30f] Revise v3.6.0
[f7583424] Ridgeline v0.1.0 `https://github.com/bencamm001/ridgeline.jl.git#main`
[79098fc4] Rmath v0.8.0
[f2b01f46] Roots v2.2.1
[5eaf0fd0] RoundingEmulator v0.2.1
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[fdea26ae] SIMD v3.6.0
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⌅ [26aad666] SSMProblems v0.1.1
⌃ [0bca4576] SciMLBase v2.54.2
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[efcf1570] Setfield v1.1.1
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[b85f4697] SoftGlobalScope v1.1.0
[a2af1166] SortingAlgorithms v1.2.1
[47a9eef4] SparseDiffTools v2.22.0
[dc90abb0] SparseInverseSubset v0.1.2
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⌅ [2913bbd2] StatsBase v0.33.21
[4c63d2b9] StatsFuns v1.3.2
[3eaba693] StatsModels v0.7.4
[f3b207a7] StatsPlots v0.15.7
⌃ [9672c7b4] SteadyStateDiffEq v2.0.1
[789caeaf] StochasticDiffEq v6.69.1
[7792a7ef] StrideArraysCore v0.5.7
[5e0ebb24] Strided v2.1.1
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[09ab397b] StructArrays v0.6.18
[c3572dad] Sundials v4.25.0
[2efcf032] SymbolicIndexingInterface v0.3.31
⌃ [19f23fe9] SymbolicLimits v0.2.1
⌅ [d1185830] SymbolicUtils v1.5.1
⌅ [0c5d862f] Symbolics v5.28.0
[9ce81f87] TableMetadataTools v0.1.0
[ab02a1b2] TableOperations v1.2.0
[3783bdb8] TableTraits v1.0.1
[bd369af6] Tables v1.12.0
[02d47bb6] TensorCast v0.4.8
[62fd8b95] TensorCore v0.1.1
⌅ [8ea1fca8] TermInterface v0.3.3
[5d786b92] TerminalLoggers v0.1.7
[8290d209] ThreadingUtilities v0.5.2
[731e570b] TiffImages v0.10.0
[a759f4b9] TimerOutputs v0.5.24
[0796e94c] Tokenize v0.5.29
[9f7883ad] Tracker v0.2.35
[3bb67fe8] TranscodingStreams v0.11.2
[28d57a85] Transducers v0.4.82
[24ddb15e] TransmuteDims v0.1.16
[d5829a12] TriangularSolve v0.2.1
[410a4b4d] Tricks v0.1.9
[981d1d27] TriplotBase v0.1.0
[781d530d] TruncatedStacktraces v1.4.0
[9d95972d] TupleTools v1.5.0
[fce5fe82] Turing v0.34.1
[30578b45] URIParser v0.4.1
[5c2747f8] URIs v1.5.1
[3a884ed6] UnPack v1.0.2
[1cfade01] UnicodeFun v0.4.1
[1986cc42] Unitful v1.21.0
[45397f5d] UnitfulLatexify v1.6.4
[a7c27f48] Unityper v0.1.6
[013be700] UnsafeAtomics v0.2.1
[d80eeb9a] UnsafeAtomicsLLVM v0.2.1
[41fe7b60] Unzip v0.2.0
[3d5dd08c] VectorizationBase v0.21.70
[81def892] VersionParsing v1.3.0
[19fa3120] VertexSafeGraphs v0.2.0
[ea10d353] WeakRefStrings v1.4.2
[0f1e0344] WebIO v0.8.21
⌃ [104b5d7c] WebSockets v1.5.9
[cc8bc4a8] Widgets v0.6.6
⌅ [efce3f68] WoodburyMatrices v0.5.6
[76eceee3] WorkerUtilities v1.6.1
[c2297ded] ZMQ v1.3.0
[e88e6eb3] Zygote v0.6.71
[700de1a5] ZygoteRules v0.2.5
⌅ [68821587] Arpack_jll v3.5.1+1
[6e34b625] Bzip2_jll v1.0.8+1
[4e9b3aee] CRlibm_jll v1.0.1+0
[83423d85] Cairo_jll v1.18.0+2
[ee1fde0b] Dbus_jll v1.14.10+0
[cd4c43a9] Dierckx_jll v0.1.0+0
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[2702e6a9] EpollShim_jll v0.0.20230411+0
[2e619515] Expat_jll v2.6.2+0
⌅ [b22a6f82] FFMPEG_jll v4.4.4+1
[f5851436] FFTW_jll v3.3.10+1
[a3f928ae] Fontconfig_jll v2.13.96+0
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[559328eb] FriBidi_jll v1.0.14+0
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[e8aa6df9] GLPK_jll v5.0.1+0
[d2c73de3] GR_jll v0.73.7+0
[78b55507] Gettext_jll v0.21.0+0
⌃ [7746bdde] Glib_jll v2.80.2+0
[3b182d85] Graphite2_jll v1.3.14+0
⌃ [0234f1f7] HDF5_jll v1.14.2+1
[2e76f6c2] HarfBuzz_jll v8.3.1+0
[e33a78d0] Hwloc_jll v2.11.2+0
[905a6f67] Imath_jll v3.1.11+0
[1d5cc7b8] IntelOpenMP_jll v2024.2.1+0
[aacddb02] JpegTurbo_jll v3.0.4+0
[f7e6163d] Kaleido_jll v0.2.1+0
[c1c5ebd0] LAME_jll v3.100.2+0
⌅ [88015f11] LERC_jll v3.0.0+1
[dad2f222] LLVMExtra_jll v0.0.34+0
[1d63c593] LLVMOpenMP_jll v18.1.7+0
[dd4b983a] LZO_jll v2.10.2+1
[81d17ec3] L_BFGS_B_jll v3.0.1+0
⌅ [e9f186c6] Libffi_jll v3.2.2+1
[d4300ac3] Libgcrypt_jll v1.8.11+0
[7e76a0d4] Libglvnd_jll v1.6.0+0
[7add5ba3] Libgpg_error_jll v1.49.0+0
[94ce4f54] Libiconv_jll v1.17.0+0
[4b2f31a3] Libmount_jll v2.40.1+0
⌅ [89763e89] Libtiff_jll v4.5.1+1
[38a345b3] Libuuid_jll v2.40.1+0
[856f044c] MKL_jll v2024.2.0+0
⌃ [7cb0a576] MPICH_jll v4.2.2+0
[f1f71cc9] MPItrampoline_jll v5.5.0+0
[9237b28f] MicrosoftMPI_jll v10.1.4+2
[e7412a2a] Ogg_jll v1.3.5+1
[18a262bb] OpenEXR_jll v3.2.4+0
[fe0851c0] OpenMPI_jll v5.0.5+0
[458c3c95] OpenSSL_jll v3.0.15+1
[efe28fd5] OpenSpecFun_jll v0.5.5+0
[91d4177d] Opus_jll v1.3.3+0
[36c8627f] Pango_jll v1.54.1+0
[30392449] Pixman_jll v0.43.4+0
[c0090381] Qt6Base_jll v6.7.1+1
[629bc702] Qt6Declarative_jll v6.7.1+2
[ce943373] Qt6ShaderTools_jll v6.7.1+1
[e99dba38] Qt6Wayland_jll v6.7.1+1
[f50d1b31] Rmath_jll v0.5.1+0
⌅ [fb77eaff] Sundials_jll v5.2.2+0
[a44049a8] Vulkan_Loader_jll v1.3.243+0
[a2964d1f] Wayland_jll v1.21.0+1
[2381bf8a] Wayland_protocols_jll v1.31.0+0
[02c8fc9c] XML2_jll v2.13.3+0
[aed1982a] XSLT_jll v1.1.41+0
[ffd25f8a] XZ_jll v5.4.6+0
[f67eecfb] Xorg_libICE_jll v1.1.1+0
[c834827a] Xorg_libSM_jll v1.2.4+0
[4f6342f7] Xorg_libX11_jll v1.8.6+0
[0c0b7dd1] Xorg_libXau_jll v1.0.11+0
[935fb764] Xorg_libXcursor_jll v1.2.0+4
[a3789734] Xorg_libXdmcp_jll v1.1.4+0
[1082639a] Xorg_libXext_jll v1.3.6+0
[d091e8ba] Xorg_libXfixes_jll v5.0.3+4
[a51aa0fd] Xorg_libXi_jll v1.7.10+4
[d1454406] Xorg_libXinerama_jll v1.1.4+4
[ec84b674] Xorg_libXrandr_jll v1.5.2+4
[ea2f1a96] Xorg_libXrender_jll v0.9.11+0
[14d82f49] Xorg_libpthread_stubs_jll v0.1.1+0
[c7cfdc94] Xorg_libxcb_jll v1.17.0+0
[cc61e674] Xorg_libxkbfile_jll v1.1.2+0
[e920d4aa] Xorg_xcb_util_cursor_jll v0.1.4+0
[12413925] Xorg_xcb_util_image_jll v0.4.0+1
[2def613f] Xorg_xcb_util_jll v0.4.0+1
[975044d2] Xorg_xcb_util_keysyms_jll v0.4.0+1
[0d47668e] Xorg_xcb_util_renderutil_jll v0.3.9+1
[c22f9ab0] Xorg_xcb_util_wm_jll v0.4.1+1
[35661453] Xorg_xkbcomp_jll v1.4.6+0
[33bec58e] Xorg_xkeyboard_config_jll v2.39.0+0
[c5fb5394] Xorg_xtrans_jll v1.5.0+0
[8f1865be] ZeroMQ_jll v4.3.5+0
[3161d3a3] Zstd_jll v1.5.6+1
[35ca27e7] eudev_jll v3.2.9+0
[214eeab7] fzf_jll v0.53.0+0
[1a1c6b14] gperf_jll v3.1.1+0
[9a68df92] isoband_jll v0.2.3+0
[477f73a3] libaec_jll v1.1.2+0
[a4ae2306] libaom_jll v3.9.0+0
[0ac62f75] libass_jll v0.15.2+0
[1183f4f0] libdecor_jll v0.2.2+0
[2db6ffa8] libevdev_jll v1.11.0+0
[f638f0a6] libfdk_aac_jll v2.0.3+0
[36db933b] libinput_jll v1.18.0+0
[b53b4c65] libpng_jll v1.6.44+0
[075b6546] libsixel_jll v1.10.3+1
[a9144af2] libsodium_jll v1.0.20+1
[f27f6e37] libvorbis_jll v1.3.7+2
[009596ad] mtdev_jll v1.1.6+0
[1317d2d5] oneTBB_jll v2021.12.0+0
⌅ [1270edf5] x264_jll v2021.5.5+0
⌅ [dfaa095f] x265_jll v3.5.0+0
[d8fb68d0] xkbcommon_jll v1.4.1+1
[0dad84c5] ArgTools v1.1.1
[56f22d72] Artifacts
[2a0f44e3] Base64
[8bf52ea8] CRC32c
[ade2ca70] Dates
[8ba89e20] Distributed
[f43a241f] Downloads v1.6.0
[7b1f6079] FileWatching
[9fa8497b] Future
[b77e0a4c] InteractiveUtils
[4af54fe1] LazyArtifacts
[b27032c2] LibCURL v0.6.4
[76f85450] LibGit2
[8f399da3] Libdl
[37e2e46d] LinearAlgebra
[56ddb016] Logging
[d6f4376e] Markdown
[a63ad114] Mmap
[ca575930] NetworkOptions v1.2.0
[44cfe95a] Pkg v1.10.0
[de0858da] Printf
[9abbd945] Profile
[3fa0cd96] REPL
[9a3f8284] Random
[ea8e919c] SHA v0.7.0
[9e88b42a] Serialization
[1a1011a3] SharedArrays
[6462fe0b] Sockets
[2f01184e] SparseArrays v1.10.0
[10745b16] Statistics v1.10.0
[4607b0f0] SuiteSparse
[fa267f1f] TOML v1.0.3
[a4e569a6] Tar v1.10.0
[8dfed614] Test
[cf7118a7] UUIDs
[4ec0a83e] Unicode
[e66e0078] CompilerSupportLibraries_jll v1.1.1+0
[781609d7] GMP_jll v6.2.1+6
[deac9b47] LibCURL_jll v8.4.0+0
[e37daf67] LibGit2_jll v1.6.4+0
[29816b5a] LibSSH2_jll v1.11.0+1
[c8ffd9c3] MbedTLS_jll v2.28.2+1
[14a3606d] MozillaCACerts_jll v2023.1.10
[4536629a] OpenBLAS_jll v0.3.23+4
[05823500] OpenLibm_jll v0.8.1+2
[efcefdf7] PCRE2_jll v10.42.0+1
[bea87d4a] SuiteSparse_jll v7.2.1+1
[83775a58] Zlib_jll v1.2.13+1
[8e850b90] libblastrampoline_jll v5.11.0+0
[8e850ede] nghttp2_jll v1.52.0+1
[3f19e933] p7zip_jll v17.4.0+2
Julia Version 1.10.5
Commit 6f3fdf7b362 (2024-08-27 14:19 UTC)
Build Info:
Official https://julialang.org/ release
Platform Info:
OS: macOS (arm64-apple-darwin22.4.0)
CPU: 10 × Apple M1 Pro
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-15.0.7 (ORCJIT, apple-m1)
Threads: 9 default, 0 interactive, 4 GC (on 8 virtual cores)
Environment:
JULIA_NUM_THREADS = 9
It looks like
pdfdoes not work with bivariate KDE:returns:
Thank you in advance, and apologies if I am missing something obvious.
Status:
Pkg.status(; mode = PKGMODE_MANIFEST)versioninfo()