MLDataUtils

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If you think that there is an error in how your package is being tested or represented, please file an issue at NewPkgEval.jl, making sure to read the FAQ first.

Results with Julia v1.2.0

Testing was successful. Last evaluation was ago and took 2 minutes, 37 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed Missings ──────────────────── v0.4.3
 Installed DataAPI ───────────────────── v1.1.0
 Installed LearnBase ─────────────────── v0.2.2
 Installed TableTraits ───────────────── v1.0.0
 Installed MLLabelUtils ──────────────── v0.5.1
 Installed StatsBase ─────────────────── v0.32.0
 Installed MLDataUtils ───────────────── v0.5.0
 Installed DataFrames ────────────────── v0.18.4
 Installed DataValueInterfaces ───────── v1.0.0
 Installed Reexport ──────────────────── v0.2.0
 Installed OrderedCollections ────────── v1.1.0
 Installed PooledArrays ──────────────── v0.5.2
 Installed Compat ────────────────────── v3.0.0
 Installed Tables ────────────────────── v0.2.11
 Installed MLDataPattern ─────────────── v0.5.0
 Installed MappedArrays ──────────────── v0.2.2
 Installed DataStructures ────────────── v0.17.6
 Installed Parsers ───────────────────── v0.3.10
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed JSON ──────────────────────── v0.21.0
 Installed CategoricalArrays ─────────── v0.7.3
  Updating `~/.julia/environments/v1.2/Project.toml`
  [cc2ba9b6] + MLDataUtils v0.5.0
  Updating `~/.julia/environments/v1.2/Manifest.toml`
  [324d7699] + CategoricalArrays v0.7.3
  [34da2185] + Compat v3.0.0
  [9a962f9c] + DataAPI v1.1.0
  [a93c6f00] + DataFrames v0.18.4
  [864edb3b] + DataStructures v0.17.6
  [e2d170a0] + DataValueInterfaces v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [682c06a0] + JSON v0.21.0
  [7f8f8fb0] + LearnBase v0.2.2
  [9920b226] + MLDataPattern v0.5.0
  [cc2ba9b6] + MLDataUtils v0.5.0
  [66a33bbf] + MLLabelUtils v0.5.1
  [dbb5928d] + MappedArrays v0.2.2
  [e1d29d7a] + Missings v0.4.3
  [bac558e1] + OrderedCollections v1.1.0
  [69de0a69] + Parsers v0.3.10
  [2dfb63ee] + PooledArrays v0.5.2
  [189a3867] + Reexport v0.2.0
  [a2af1166] + SortingAlgorithms v0.3.1
  [2913bbd2] + StatsBase v0.32.0
  [3783bdb8] + TableTraits v1.0.0
  [bd369af6] + Tables v0.2.11
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [9fa8497b] + Future 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [a63ad114] + Mmap 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [1a1011a3] + SharedArrays 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
   Testing MLDataUtils
 Resolving package versions...
 Installed UnicodePlots ─ v1.1.0
    Status `/tmp/jl_xiTrCa/Manifest.toml`
  [324d7699] CategoricalArrays v0.7.3
  [34da2185] Compat v3.0.0
  [9a962f9c] DataAPI v1.1.0
  [a93c6f00] DataFrames v0.18.4
  [864edb3b] DataStructures v0.17.6
  [e2d170a0] DataValueInterfaces v1.0.0
  [82899510] IteratorInterfaceExtensions v1.0.0
  [682c06a0] JSON v0.21.0
  [7f8f8fb0] LearnBase v0.2.2
  [9920b226] MLDataPattern v0.5.0
  [cc2ba9b6] MLDataUtils v0.5.0
  [66a33bbf] MLLabelUtils v0.5.1
  [dbb5928d] MappedArrays v0.2.2
  [e1d29d7a] Missings v0.4.3
  [bac558e1] OrderedCollections v1.1.0
  [69de0a69] Parsers v0.3.10
  [2dfb63ee] PooledArrays v0.5.2
  [189a3867] Reexport v0.2.0
  [a2af1166] SortingAlgorithms v0.3.1
  [2913bbd2] StatsBase v0.32.0
  [3783bdb8] TableTraits v1.0.0
  [bd369af6] Tables v0.2.11
  [b8865327] UnicodePlots v1.1.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [9fa8497b] Future  [`@stdlib/Future`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [a63ad114] Mmap  [`@stdlib/Mmap`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [1a1011a3] SharedArrays  [`@stdlib/SharedArrays`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
WARNING: Compat.Statistics is deprecated, use Statistics instead.
  likely near /root/.julia/packages/CategoricalArrays/U3LvJ/src/extras.jl:1
Test Summary:      | Pass  Total
tst_datapattern.jl |   16     16
      ┌────────────────────────────────────────┐ 
    1 │⠀⠀⠀⠀⡀⠔⠈⠁⠉⠈⠉⠐⠂⢄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ 
      │⠀⡀⠔⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠂⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ 
      │⠬⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠬⠴⠤⡤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⡤⠤⠤⠤⠤│ 
      │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠠⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡠⠐⠁⠀⠀⠀⠀⠀│ 
   -1 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠐⠄⢄⢀⡀⣀⢀⡀⠔⠈⠀⠀⠀⠀⠀⠀⠀⠀│ 
      └────────────────────────────────────────┘ 
      0                                        7      ┌────────────────────────────────────────┐ 
   90 │⣄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣠⠞│ 
      │⠈⠓⢄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⡤⠊⠁⠀│ 
      │⠀⠀⠀⠉⠲⢄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⡤⠞⠁⠀⠀⠀⠀│ 
      │⠀⠀⠀⠀⠀⠀⠉⠓⠦⣄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⣀⡠⠔⠊⠁⠀⠀⠀⠀⠀⠀⠀│ 
    0 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠙⠒⠢⠤⢤⣀⣀⣀⣀⣇⣀⣀⠤⠤⠖⠒⠉⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ 
      └────────────────────────────────────────┘ 
      -10                                     10                    Spiral Function
       ┌────────────────────────────────────────┐    
    10 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ pos
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ neg
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⢀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⠀⠠⠀⠐⠀⠀⡇⠀⠄⠀⡈⠀⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⡀⠠⠀⠂⡀⢁⢈⡇⡈⠀⠂⢀⠈⠀⠄⠈⠀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⡀⠁⠐⠀⢀⠠⠈⠀⡠⠀⠤⡧⢀⠈⠐⢀⠀⢁⠀⠐⠀⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠄⠀⡈⠀⡐⠀⠠⠂⢡⠠⠒⠒⡗⢄⠈⢢⠀⠡⠀⢐⠀⢁⠀⠠⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⢤⠥⢤⠥⢤⡯⠭⣧⣬⠧⢤⠧⢤⠧⠤⠦⠤⠦⠤⠤⠤⠤⠤⠤⠤⠤⠤│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠂⠀⢁⠀⠅⠀⢂⠀⠣⡀⠑⠄⡧⠤⠂⢃⠠⠂⠀⠌⠀⡈⠀⠐⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⠀⠄⠀⢁⠀⠁⠄⡀⠁⠂⡗⠀⠊⠀⡀⠂⠁⠀⠄⢀⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠀⡀⠐⠀⡀⠁⠠⠀⡈⠀⡇⢁⠈⠠⠀⠂⠈⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⠀⡈⠀⠐⠀⠀⡇⠀⠄⠀⠂⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
   -10 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       └────────────────────────────────────────┘    
       -10                                     10Test Summary:         | Pass  Total
tst_noisy_function.jl |  254    254
┌ Warning: Skipping "A", centering only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:116
┌ Warning: Skipping "A", centering only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:127
┌ Warning: Skipping "A", rescaling only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:272
┌ Warning: Skipping "A", rescaling only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:283
Test Summary:          | Pass  Total
tst_feature_scaling.jl |   54     54
Test Summary:   | Pass  Total
tst_datasets.jl |   29     29
   Testing MLDataUtils tests passed 

Results with Julia v1.3.0

Testing was successful. Last evaluation was ago and took 2 minutes, 13 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed Compat ────────────────────── v3.0.0
 Installed Parsers ───────────────────── v0.3.10
 Installed DataStructures ────────────── v0.17.6
 Installed MLLabelUtils ──────────────── v0.5.1
 Installed MLDataUtils ───────────────── v0.5.0
 Installed MLDataPattern ─────────────── v0.5.0
 Installed CategoricalArrays ─────────── v0.7.3
 Installed TableTraits ───────────────── v1.0.0
 Installed Missings ──────────────────── v0.4.3
 Installed JSON ──────────────────────── v0.21.0
 Installed OrderedCollections ────────── v1.1.0
 Installed LearnBase ─────────────────── v0.2.2
 Installed DataAPI ───────────────────── v1.1.0
 Installed Tables ────────────────────── v0.2.11
 Installed DataValueInterfaces ───────── v1.0.0
 Installed MappedArrays ──────────────── v0.2.2
 Installed PooledArrays ──────────────── v0.5.2
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed StatsBase ─────────────────── v0.32.0
 Installed Reexport ──────────────────── v0.2.0
 Installed DataFrames ────────────────── v0.18.4
  Updating `~/.julia/environments/v1.3/Project.toml`
  [cc2ba9b6] + MLDataUtils v0.5.0
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [324d7699] + CategoricalArrays v0.7.3
  [34da2185] + Compat v3.0.0
  [9a962f9c] + DataAPI v1.1.0
  [a93c6f00] + DataFrames v0.18.4
  [864edb3b] + DataStructures v0.17.6
  [e2d170a0] + DataValueInterfaces v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [682c06a0] + JSON v0.21.0
  [7f8f8fb0] + LearnBase v0.2.2
  [9920b226] + MLDataPattern v0.5.0
  [cc2ba9b6] + MLDataUtils v0.5.0
  [66a33bbf] + MLLabelUtils v0.5.1
  [dbb5928d] + MappedArrays v0.2.2
  [e1d29d7a] + Missings v0.4.3
  [bac558e1] + OrderedCollections v1.1.0
  [69de0a69] + Parsers v0.3.10
  [2dfb63ee] + PooledArrays v0.5.2
  [189a3867] + Reexport v0.2.0
  [a2af1166] + SortingAlgorithms v0.3.1
  [2913bbd2] + StatsBase v0.32.0
  [3783bdb8] + TableTraits v1.0.0
  [bd369af6] + Tables v0.2.11
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [9fa8497b] + Future 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [a63ad114] + Mmap 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [1a1011a3] + SharedArrays 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
   Testing MLDataUtils
 Resolving package versions...
 Installed UnicodePlots ─ v1.1.0
    Status `/tmp/jl_OxMKmL/Manifest.toml`
  [324d7699] CategoricalArrays v0.7.3
  [34da2185] Compat v3.0.0
  [9a962f9c] DataAPI v1.1.0
  [a93c6f00] DataFrames v0.18.4
  [864edb3b] DataStructures v0.17.6
  [e2d170a0] DataValueInterfaces v1.0.0
  [82899510] IteratorInterfaceExtensions v1.0.0
  [682c06a0] JSON v0.21.0
  [7f8f8fb0] LearnBase v0.2.2
  [9920b226] MLDataPattern v0.5.0
  [cc2ba9b6] MLDataUtils v0.5.0
  [66a33bbf] MLLabelUtils v0.5.1
  [dbb5928d] MappedArrays v0.2.2
  [e1d29d7a] Missings v0.4.3
  [bac558e1] OrderedCollections v1.1.0
  [69de0a69] Parsers v0.3.10
  [2dfb63ee] PooledArrays v0.5.2
  [189a3867] Reexport v0.2.0
  [a2af1166] SortingAlgorithms v0.3.1
  [2913bbd2] StatsBase v0.32.0
  [3783bdb8] TableTraits v1.0.0
  [bd369af6] Tables v0.2.11
  [b8865327] UnicodePlots v1.1.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [9fa8497b] Future  [`@stdlib/Future`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [a63ad114] Mmap  [`@stdlib/Mmap`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [1a1011a3] SharedArrays  [`@stdlib/SharedArrays`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
WARNING: Compat.Statistics is deprecated, use Statistics instead.
  likely near /root/.julia/packages/CategoricalArrays/U3LvJ/src/extras.jl:1
Test Summary:      | Pass  Total
tst_datapattern.jl |   16     16
      ┌────────────────────────────────────────┐ 
    1 │⠀⠀⠀⠀⡀⠔⠈⠁⠉⠈⠉⠐⠂⢄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ 
      │⠀⡀⠔⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠂⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ 
      │⠬⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠬⠴⠤⡤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⡤⠤⠤⠤⠤│ 
      │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠠⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡠⠐⠁⠀⠀⠀⠀⠀│ 
   -1 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠐⠄⢄⢀⡀⣀⢀⡀⠔⠈⠀⠀⠀⠀⠀⠀⠀⠀│ 
      └────────────────────────────────────────┘ 
      0                                        7      ┌────────────────────────────────────────┐ 
   90 │⣄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣠⠞│ 
      │⠈⠓⢄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⡤⠊⠁⠀│ 
      │⠀⠀⠀⠉⠲⢄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⡤⠞⠁⠀⠀⠀⠀│ 
      │⠀⠀⠀⠀⠀⠀⠉⠓⠦⣄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⣀⡠⠔⠊⠁⠀⠀⠀⠀⠀⠀⠀│ 
    0 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠙⠒⠢⠤⢤⣀⣀⣀⣀⣇⣀⣀⠤⠤⠖⠒⠉⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ 
      └────────────────────────────────────────┘ 
      -10                                     10                    Spiral Function
       ┌────────────────────────────────────────┐    
    10 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ pos
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ neg
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⢀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⠀⠠⠀⠐⠀⠀⡇⠀⠄⠀⡈⠀⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⡀⠠⠀⠂⡀⢁⢈⡇⡈⠀⠂⢀⠈⠀⠄⠈⠀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⡀⠁⠐⠀⢀⠠⠈⠀⡠⠀⠤⡧⢀⠈⠐⢀⠀⢁⠀⠐⠀⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠄⠀⡈⠀⡐⠀⠠⠂⢡⠠⠒⠒⡗⢄⠈⢢⠀⠡⠀⢐⠀⢁⠀⠠⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⢤⠥⢤⠥⢤⡯⠭⣧⣬⠧⢤⠧⢤⠧⠤⠦⠤⠦⠤⠤⠤⠤⠤⠤⠤⠤⠤│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠂⠀⢁⠀⠅⠀⢂⠀⠣⡀⠑⠄⡧⠤⠂⢃⠠⠂⠀⠌⠀⡈⠀⠐⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⠀⠄⠀⢁⠀⠁⠄⡀⠁⠂⡗⠀⠊⠀⡀⠂⠁⠀⠄⢀⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠀⡀⠐⠀⡀⠁⠠⠀⡈⠀⡇⢁⠈⠠⠀⠂⠈⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⠀⡈⠀⠐⠀⠀⡇⠀⠄⠀⠂⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
   -10 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       └────────────────────────────────────────┘    
       -10                                     10Test Summary:         | Pass  Total
tst_noisy_function.jl |  254    254
┌ Warning: Skipping "A", centering only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:116
┌ Warning: Skipping "A", centering only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:127
┌ Warning: Skipping "A", rescaling only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:272
┌ Warning: Skipping "A", rescaling only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:283
Test Summary:          | Pass  Total
tst_feature_scaling.jl |   54     54
Test Summary:   | Pass  Total
tst_datasets.jl |   29     29
   Testing MLDataUtils tests passed 

Results with Julia v1.3.1-pre-7704df0a5a

Testing was successful. Last evaluation was ago and took 2 minutes, 20 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed Tables ────────────────────── v0.2.11
 Installed MappedArrays ──────────────── v0.2.2
 Installed Compat ────────────────────── v3.0.0
 Installed DataStructures ────────────── v0.17.6
 Installed MLDataUtils ───────────────── v0.5.0
 Installed MLDataPattern ─────────────── v0.5.0
 Installed StatsBase ─────────────────── v0.32.0
 Installed DataFrames ────────────────── v0.18.4
 Installed Missings ──────────────────── v0.4.3
 Installed TableTraits ───────────────── v1.0.0
 Installed DataValueInterfaces ───────── v1.0.0
 Installed PooledArrays ──────────────── v0.5.2
 Installed Reexport ──────────────────── v0.2.0
 Installed MLLabelUtils ──────────────── v0.5.1
 Installed LearnBase ─────────────────── v0.2.2
 Installed CategoricalArrays ─────────── v0.7.3
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed DataAPI ───────────────────── v1.1.0
 Installed JSON ──────────────────────── v0.21.0
 Installed OrderedCollections ────────── v1.1.0
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed Parsers ───────────────────── v0.3.10
  Updating `~/.julia/environments/v1.3/Project.toml`
  [cc2ba9b6] + MLDataUtils v0.5.0
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [324d7699] + CategoricalArrays v0.7.3
  [34da2185] + Compat v3.0.0
  [9a962f9c] + DataAPI v1.1.0
  [a93c6f00] + DataFrames v0.18.4
  [864edb3b] + DataStructures v0.17.6
  [e2d170a0] + DataValueInterfaces v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [682c06a0] + JSON v0.21.0
  [7f8f8fb0] + LearnBase v0.2.2
  [9920b226] + MLDataPattern v0.5.0
  [cc2ba9b6] + MLDataUtils v0.5.0
  [66a33bbf] + MLLabelUtils v0.5.1
  [dbb5928d] + MappedArrays v0.2.2
  [e1d29d7a] + Missings v0.4.3
  [bac558e1] + OrderedCollections v1.1.0
  [69de0a69] + Parsers v0.3.10
  [2dfb63ee] + PooledArrays v0.5.2
  [189a3867] + Reexport v0.2.0
  [a2af1166] + SortingAlgorithms v0.3.1
  [2913bbd2] + StatsBase v0.32.0
  [3783bdb8] + TableTraits v1.0.0
  [bd369af6] + Tables v0.2.11
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [9fa8497b] + Future 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [a63ad114] + Mmap 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [1a1011a3] + SharedArrays 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
   Testing MLDataUtils
 Resolving package versions...
 Installed UnicodePlots ─ v1.1.0
    Status `/tmp/jl_GkZ2fn/Manifest.toml`
  [324d7699] CategoricalArrays v0.7.3
  [34da2185] Compat v3.0.0
  [9a962f9c] DataAPI v1.1.0
  [a93c6f00] DataFrames v0.18.4
  [864edb3b] DataStructures v0.17.6
  [e2d170a0] DataValueInterfaces v1.0.0
  [82899510] IteratorInterfaceExtensions v1.0.0
  [682c06a0] JSON v0.21.0
  [7f8f8fb0] LearnBase v0.2.2
  [9920b226] MLDataPattern v0.5.0
  [cc2ba9b6] MLDataUtils v0.5.0
  [66a33bbf] MLLabelUtils v0.5.1
  [dbb5928d] MappedArrays v0.2.2
  [e1d29d7a] Missings v0.4.3
  [bac558e1] OrderedCollections v1.1.0
  [69de0a69] Parsers v0.3.10
  [2dfb63ee] PooledArrays v0.5.2
  [189a3867] Reexport v0.2.0
  [a2af1166] SortingAlgorithms v0.3.1
  [2913bbd2] StatsBase v0.32.0
  [3783bdb8] TableTraits v1.0.0
  [bd369af6] Tables v0.2.11
  [b8865327] UnicodePlots v1.1.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [9fa8497b] Future  [`@stdlib/Future`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [a63ad114] Mmap  [`@stdlib/Mmap`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [1a1011a3] SharedArrays  [`@stdlib/SharedArrays`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
WARNING: Compat.Statistics is deprecated, use Statistics instead.
  likely near /root/.julia/packages/CategoricalArrays/U3LvJ/src/extras.jl:1
Test Summary:      | Pass  Total
tst_datapattern.jl |   16     16
      ┌────────────────────────────────────────┐ 
    1 │⠀⠀⠀⠀⡀⠔⠈⠁⠉⠈⠉⠐⠂⢄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ 
      │⠀⡀⠔⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠂⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ 
      │⠬⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠬⠴⠤⡤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⡤⠤⠤⠤⠤│ 
      │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠠⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡠⠐⠁⠀⠀⠀⠀⠀│ 
   -1 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠐⠄⢄⢀⡀⣀⢀⡀⠔⠈⠀⠀⠀⠀⠀⠀⠀⠀│ 
      └────────────────────────────────────────┘ 
      0                                        7      ┌────────────────────────────────────────┐ 
   90 │⣄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣠⠞│ 
      │⠈⠓⢄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⡤⠊⠁⠀│ 
      │⠀⠀⠀⠉⠲⢄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⡤⠞⠁⠀⠀⠀⠀│ 
      │⠀⠀⠀⠀⠀⠀⠉⠓⠦⣄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⣀⡠⠔⠊⠁⠀⠀⠀⠀⠀⠀⠀│ 
    0 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠙⠒⠢⠤⢤⣀⣀⣀⣀⣇⣀⣀⠤⠤⠖⠒⠉⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ 
      └────────────────────────────────────────┘ 
      -10                                     10                    Spiral Function
       ┌────────────────────────────────────────┐    
    10 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ pos
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│ neg
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⢀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⠀⠠⠀⠐⠀⠀⡇⠀⠄⠀⡈⠀⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⡀⠠⠀⠂⡀⢁⢈⡇⡈⠀⠂⢀⠈⠀⠄⠈⠀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⡀⠁⠐⠀⢀⠠⠈⠀⡠⠀⠤⡧⢀⠈⠐⢀⠀⢁⠀⠐⠀⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠄⠀⡈⠀⡐⠀⠠⠂⢡⠠⠒⠒⡗⢄⠈⢢⠀⠡⠀⢐⠀⢁⠀⠠⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⠤⢤⠥⢤⠥⢤⡯⠭⣧⣬⠧⢤⠧⢤⠧⠤⠦⠤⠦⠤⠤⠤⠤⠤⠤⠤⠤⠤│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠂⠀⢁⠀⠅⠀⢂⠀⠣⡀⠑⠄⡧⠤⠂⢃⠠⠂⠀⠌⠀⡈⠀⠐⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⠀⠄⠀⢁⠀⠁⠄⡀⠁⠂⡗⠀⠊⠀⡀⠂⠁⠀⠄⢀⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠀⡀⠐⠀⡀⠁⠠⠀⡈⠀⡇⢁⠈⠠⠀⠂⠈⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⠀⡈⠀⠐⠀⠀⡇⠀⠄⠀⠂⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
   -10 │⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀│    
       └────────────────────────────────────────┘    
       -10                                     10Test Summary:         | Pass  Total
tst_noisy_function.jl |  254    254
┌ Warning: Skipping "A", centering only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:116
┌ Warning: Skipping "A", centering only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:127
┌ Warning: Skipping "A", rescaling only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:272
┌ Warning: Skipping "A", rescaling only valid for columns of type T <: Real.
└ @ MLDataUtils ~/.julia/packages/MLDataUtils/j5JTV/src/feature_scaling.jl:283
Test Summary:          | Pass  Total
tst_feature_scaling.jl |   54     54
Test Summary:   | Pass  Total
tst_datasets.jl |   29     29
   Testing MLDataUtils tests passed