OnlineStats

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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, 54 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed DataAPI ──────────── v1.1.0
 Installed Missings ─────────── v0.4.3
 Installed LearnBase ────────── v0.2.2
 Installed RecipesBase ──────── v0.7.0
 Installed Reexport ─────────── v0.2.0
 Installed DataStructures ───── v0.17.6
 Installed OnlineStats ──────── v1.0.2
 Installed LossFunctions ────── v0.5.1
 Installed SortingAlgorithms ── v0.3.1
 Installed StatsBase ────────── v0.32.0
 Installed OrderedCollections ─ v1.1.0
 Installed SweepOperator ────── v0.3.0
 Installed OnlineStatsBase ──── v1.0.2
 Installed PenaltyFunctions ─── v0.1.2
  Updating `~/.julia/environments/v1.2/Project.toml`
  [a15396b6] + OnlineStats v1.0.2
  Updating `~/.julia/environments/v1.2/Manifest.toml`
  [9a962f9c] + DataAPI v1.1.0
  [864edb3b] + DataStructures v0.17.6
  [7f8f8fb0] + LearnBase v0.2.2
  [30fc2ffe] + LossFunctions v0.5.1
  [e1d29d7a] + Missings v0.4.3
  [a15396b6] + OnlineStats v1.0.2
  [925886fa] + OnlineStatsBase v1.0.2
  [bac558e1] + OrderedCollections v1.1.0
  [06bb1623] + PenaltyFunctions v0.1.2
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [a2af1166] + SortingAlgorithms v0.3.1
  [2913bbd2] + StatsBase v0.32.0
  [7522ee7d] + SweepOperator v0.3.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8ba89e20] + Distributed 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
   Testing OnlineStats
 Resolving package versions...
    Status `/tmp/jl_oGKxp5/Manifest.toml`
  [9a962f9c] DataAPI v1.1.0
  [864edb3b] DataStructures v0.17.6
  [7f8f8fb0] LearnBase v0.2.2
  [30fc2ffe] LossFunctions v0.5.1
  [e1d29d7a] Missings v0.4.3
  [a15396b6] OnlineStats v1.0.2
  [925886fa] OnlineStatsBase v1.0.2
  [bac558e1] OrderedCollections v1.1.0
  [06bb1623] PenaltyFunctions v0.1.2
  [3cdcf5f2] RecipesBase v0.7.0
  [189a3867] Reexport v0.2.0
  [a2af1166] SortingAlgorithms v0.3.1
  [2913bbd2] StatsBase v0.32.0
  [7522ee7d] SweepOperator v0.3.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
Test Summary: | Pass  Total
AutoCov       |    3      3
Test Summary: | Pass  Total
Bootstrap     |    3      3
Test Summary: | Pass  Total
CallFun       |    4      4
Test Summary: | Pass  Total
CovMatrix     |   14     14
Test Summary: | Pass  Total
Diff          |    3      3
Test Summary: | Pass  Total
Fit[Dist]     |   35     35
Test Summary: | Pass  Total
FastNode      |   36     36
Test Summary: | Pass  Total
FastTree      |    5      5
Test Summary: | Pass  Total
FastForest    |    2      2
Test Summary: | Pass  Total
HeatMap       |    2      2
┌ Warning: Histogram edges are not aligned.  Merging is approximate.
└ @ OnlineStats ~/.julia/packages/OnlineStats/iY7aT/src/stats/histograms.jl:121
Test Summary: | Pass  Total
Hist          |   21     21
Test Summary: | Pass  Total
KHist         |   16     16
Test Summary: | Pass  Total
HyperLogLog   |    7      7
Test Summary:    |
IndexedPartition | No tests
Test Summary: | Pass  Total
KahanSum      |    5      5
Test Summary: | Pass  Total
KahanMean     |    3      3
Test Summary: | Pass  Total
KahanVariance |    8      8
Test Summary: | Pass  Total
KMeans        |    1      1
Test Summary: | Pass  Total
LinReg        |    6      6
Test Summary: | Pass  Total
LinRegBuilder |   13     13
Test Summary: | Pass  Total
ML            |    9      9
Test Summary: | Pass  Total
Mosaic        |    2      2
Test Summary:    | Pass  Total
MovingTimeWindow |    3      3
Test Summary: | Pass  Total
MovingWindow  |   10     10
Test Summary: | Pass  Total
NBClassifier  |    7      7
Test Summary: | Pass  Total
OrderStats    |    4      4
Test Summary: | Pass  Total
Partition     |    7      7
Test Summary: | Pass  Total
ProbMap       |    4      4
Test Summary:       | Pass  Total
Quantile/P2Quantile |   21     21
Test Summary:   | Pass  Total
ReservoirSample |   11     11
Test Summary: | Pass  Total
StatLag       |   12     12
  > SGD:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADAGRAD:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADAM:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADAMAX:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADADELTA:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > RMSPROP:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > OMAS:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > OMAP:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > MSPI:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
Test Summary: | Pass  Total
StatLearn     |   72     72
Test Summary:     | Pass  Total
KahanSum accuracy |   14     14
Test Summary:      | Pass  Total
KahanMean accuracy |   17     17
Test Summary:          | Pass  Total
KahanVariance accuracy |   29     29
  > [1, 2, 3, 1]
  > Bootstrap(100): Mean: n=0 | value=0.0
  > CallFun: Mean: n=0 | value=0.0 |> println
  > FastNode | 2 keys × 5 vars | at=(0, 0.0)
  > FastTree(n=0, size=1, maxsize=5000, splitsize=1000)
  > FastForest(n=0, nt=100, b=2, avg_size=1.0)
  > FTSeries
  └── Variance: n=0 | value=1.0
  > Group
  ├── Mean: n=0 | value=0.0
  └── Mean: n=0 | value=0.0
  > HyperLogLog{10, Number}: n=0 | value=0.0
  > LinRegBuilder of 4 variables
  > NBClassifier
  > ProbMap: n=0 | value=OrderedCollections.OrderedDict{Int64,Float64}()
  > P2Quantile (0.5): n=0 | value=0.0
  > Series
  └── Mean: n=0 | value=0.0
  > StatLearn: SGD | mean(λ)=0.0 | 0.5 * (L2DistLoss) | NoPenalty | nobs=0 | nvars=5
Test Summary: |
Show methods  | No tests
   Testing OnlineStats tests passed 

Results with Julia v1.3.0

Testing was successful. Last evaluation was ago and took 2 minutes, 52 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed RecipesBase ──────── v0.7.0
 Installed DataAPI ──────────── v1.1.0
 Installed Missings ─────────── v0.4.3
 Installed LearnBase ────────── v0.2.2
 Installed SweepOperator ────── v0.3.0
 Installed OnlineStatsBase ──── v1.0.2
 Installed OnlineStats ──────── v1.0.2
 Installed LossFunctions ────── v0.5.1
 Installed Reexport ─────────── v0.2.0
 Installed DataStructures ───── v0.17.6
 Installed SortingAlgorithms ── v0.3.1
 Installed StatsBase ────────── v0.32.0
 Installed OrderedCollections ─ v1.1.0
 Installed PenaltyFunctions ─── v0.1.2
  Updating `~/.julia/environments/v1.3/Project.toml`
  [a15396b6] + OnlineStats v1.0.2
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [9a962f9c] + DataAPI v1.1.0
  [864edb3b] + DataStructures v0.17.6
  [7f8f8fb0] + LearnBase v0.2.2
  [30fc2ffe] + LossFunctions v0.5.1
  [e1d29d7a] + Missings v0.4.3
  [a15396b6] + OnlineStats v1.0.2
  [925886fa] + OnlineStatsBase v1.0.2
  [bac558e1] + OrderedCollections v1.1.0
  [06bb1623] + PenaltyFunctions v0.1.2
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [a2af1166] + SortingAlgorithms v0.3.1
  [2913bbd2] + StatsBase v0.32.0
  [7522ee7d] + SweepOperator v0.3.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8ba89e20] + Distributed 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
   Testing OnlineStats
 Resolving package versions...
    Status `/tmp/jl_KdaDVz/Manifest.toml`
  [9a962f9c] DataAPI v1.1.0
  [864edb3b] DataStructures v0.17.6
  [7f8f8fb0] LearnBase v0.2.2
  [30fc2ffe] LossFunctions v0.5.1
  [e1d29d7a] Missings v0.4.3
  [a15396b6] OnlineStats v1.0.2
  [925886fa] OnlineStatsBase v1.0.2
  [bac558e1] OrderedCollections v1.1.0
  [06bb1623] PenaltyFunctions v0.1.2
  [3cdcf5f2] RecipesBase v0.7.0
  [189a3867] Reexport v0.2.0
  [a2af1166] SortingAlgorithms v0.3.1
  [2913bbd2] StatsBase v0.32.0
  [7522ee7d] SweepOperator v0.3.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
Test Summary: | Pass  Total
AutoCov       |    3      3
Test Summary: | Pass  Total
Bootstrap     |    3      3
Test Summary: | Pass  Total
CallFun       |    4      4
Test Summary: | Pass  Total
CovMatrix     |   14     14
Test Summary: | Pass  Total
Diff          |    3      3
Test Summary: | Pass  Total
Fit[Dist]     |   35     35
Test Summary: | Pass  Total
FastNode      |   36     36
Test Summary: | Pass  Total
FastTree      |    5      5
Test Summary: | Pass  Total
FastForest    |    2      2
Test Summary: | Pass  Total
HeatMap       |    2      2
┌ Warning: Histogram edges are not aligned.  Merging is approximate.
└ @ OnlineStats ~/.julia/packages/OnlineStats/iY7aT/src/stats/histograms.jl:121
Test Summary: | Pass  Total
Hist          |   21     21
Test Summary: | Pass  Total
KHist         |   16     16
Test Summary: | Pass  Total
HyperLogLog   |    7      7
Test Summary:    |
IndexedPartition | No tests
Test Summary: | Pass  Total
KahanSum      |    5      5
Test Summary: | Pass  Total
KahanMean     |    3      3
Test Summary: | Pass  Total
KahanVariance |    8      8
Test Summary: | Pass  Total
KMeans        |    1      1
Test Summary: | Pass  Total
LinReg        |    6      6
Test Summary: | Pass  Total
LinRegBuilder |   13     13
Test Summary: | Pass  Total
ML            |    9      9
Test Summary: | Pass  Total
Mosaic        |    2      2
Test Summary:    | Pass  Total
MovingTimeWindow |    3      3
Test Summary: | Pass  Total
MovingWindow  |   10     10
Test Summary: | Pass  Total
NBClassifier  |    7      7
Test Summary: | Pass  Total
OrderStats    |    4      4
Test Summary: | Pass  Total
Partition     |    7      7
Test Summary: | Pass  Total
ProbMap       |    4      4
Test Summary:       | Pass  Total
Quantile/P2Quantile |   21     21
Test Summary:   | Pass  Total
ReservoirSample |   11     11
Test Summary: | Pass  Total
StatLag       |   12     12
  > SGD:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADAGRAD:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADAM:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADAMAX:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADADELTA:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > RMSPROP:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > OMAS:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > OMAP:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > MSPI:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
Test Summary: | Pass  Total
StatLearn     |   72     72
Test Summary:     | Pass  Total
KahanSum accuracy |   14     14
Test Summary:      | Pass  Total
KahanMean accuracy |   17     17
Test Summary:          | Pass  Total
KahanVariance accuracy |   29     29
  > [1, 2, 3, 1]
  > Bootstrap(100): Mean: n=0 | value=0.0
  > CallFun: Mean: n=0 | value=0.0 |> println
  > FastNode | 2 keys × 5 vars | at=(0, 0.0)
  > FastTree(n=0, size=1, maxsize=5000, splitsize=1000)
  > FastForest(n=0, nt=100, b=2, avg_size=1.0)
  > FTSeries
  └── Variance: n=0 | value=1.0
  > Group
  ├── Mean: n=0 | value=0.0
  └── Mean: n=0 | value=0.0
  > HyperLogLog{10, Number}: n=0 | value=0.0
  > LinRegBuilder of 4 variables
  > NBClassifier
  > ProbMap: n=0 | value=OrderedCollections.OrderedDict{Int64,Float64}()
  > P2Quantile (0.5): n=0 | value=0.0
  > Series
  └── Mean: n=0 | value=0.0
  > StatLearn: SGD | mean(λ)=0.0 | 0.5 * (L2DistLoss) | NoPenalty | nobs=0 | nvars=5
Test Summary: |
Show methods  | No tests
   Testing OnlineStats tests passed 

Results with Julia v1.3.1-pre-7704df0a5a

Testing was successful. Last evaluation was ago and took 2 minutes, 58 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed Reexport ─────────── v0.2.0
 Installed OnlineStatsBase ──── v1.0.2
 Installed LearnBase ────────── v0.2.2
 Installed RecipesBase ──────── v0.7.0
 Installed SweepOperator ────── v0.3.0
 Installed DataStructures ───── v0.17.6
 Installed StatsBase ────────── v0.32.0
 Installed OnlineStats ──────── v1.0.2
 Installed DataAPI ──────────── v1.1.0
 Installed Missings ─────────── v0.4.3
 Installed PenaltyFunctions ─── v0.1.2
 Installed LossFunctions ────── v0.5.1
 Installed OrderedCollections ─ v1.1.0
 Installed SortingAlgorithms ── v0.3.1
  Updating `~/.julia/environments/v1.3/Project.toml`
  [a15396b6] + OnlineStats v1.0.2
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [9a962f9c] + DataAPI v1.1.0
  [864edb3b] + DataStructures v0.17.6
  [7f8f8fb0] + LearnBase v0.2.2
  [30fc2ffe] + LossFunctions v0.5.1
  [e1d29d7a] + Missings v0.4.3
  [a15396b6] + OnlineStats v1.0.2
  [925886fa] + OnlineStatsBase v1.0.2
  [bac558e1] + OrderedCollections v1.1.0
  [06bb1623] + PenaltyFunctions v0.1.2
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [a2af1166] + SortingAlgorithms v0.3.1
  [2913bbd2] + StatsBase v0.32.0
  [7522ee7d] + SweepOperator v0.3.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8ba89e20] + Distributed 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
   Testing OnlineStats
 Resolving package versions...
    Status `/tmp/jl_aXSIcx/Manifest.toml`
  [9a962f9c] DataAPI v1.1.0
  [864edb3b] DataStructures v0.17.6
  [7f8f8fb0] LearnBase v0.2.2
  [30fc2ffe] LossFunctions v0.5.1
  [e1d29d7a] Missings v0.4.3
  [a15396b6] OnlineStats v1.0.2
  [925886fa] OnlineStatsBase v1.0.2
  [bac558e1] OrderedCollections v1.1.0
  [06bb1623] PenaltyFunctions v0.1.2
  [3cdcf5f2] RecipesBase v0.7.0
  [189a3867] Reexport v0.2.0
  [a2af1166] SortingAlgorithms v0.3.1
  [2913bbd2] StatsBase v0.32.0
  [7522ee7d] SweepOperator v0.3.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
Test Summary: | Pass  Total
AutoCov       |    3      3
Test Summary: | Pass  Total
Bootstrap     |    3      3
Test Summary: | Pass  Total
CallFun       |    4      4
Test Summary: | Pass  Total
CovMatrix     |   14     14
Test Summary: | Pass  Total
Diff          |    3      3
Test Summary: | Pass  Total
Fit[Dist]     |   35     35
Test Summary: | Pass  Total
FastNode      |   36     36
Test Summary: | Pass  Total
FastTree      |    5      5
Test Summary: | Pass  Total
FastForest    |    2      2
Test Summary: | Pass  Total
HeatMap       |    2      2
┌ Warning: Histogram edges are not aligned.  Merging is approximate.
└ @ OnlineStats ~/.julia/packages/OnlineStats/iY7aT/src/stats/histograms.jl:121
Test Summary: | Pass  Total
Hist          |   21     21
Test Summary: | Pass  Total
KHist         |   16     16
Test Summary: | Pass  Total
HyperLogLog   |    7      7
Test Summary:    |
IndexedPartition | No tests
Test Summary: | Pass  Total
KahanSum      |    5      5
Test Summary: | Pass  Total
KahanMean     |    3      3
Test Summary: | Pass  Total
KahanVariance |    8      8
Test Summary: | Pass  Total
KMeans        |    1      1
Test Summary: | Pass  Total
LinReg        |    6      6
Test Summary: | Pass  Total
LinRegBuilder |   13     13
Test Summary: | Pass  Total
ML            |    9      9
Test Summary: | Pass  Total
Mosaic        |    2      2
Test Summary:    | Pass  Total
MovingTimeWindow |    3      3
Test Summary: | Pass  Total
MovingWindow  |   10     10
Test Summary: | Pass  Total
NBClassifier  |    7      7
Test Summary: | Pass  Total
OrderStats    |    4      4
Test Summary: | Pass  Total
Partition     |    7      7
Test Summary: | Pass  Total
ProbMap       |    4      4
Test Summary:       | Pass  Total
Quantile/P2Quantile |   21     21
Test Summary:   | Pass  Total
ReservoirSample |   11     11
Test Summary: | Pass  Total
StatLag       |   12     12
  > SGD:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADAGRAD:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADAM:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADAMAX:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > ADADELTA:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > RMSPROP:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > OMAS:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > OMAP:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
  > MSPI:  | 0.5 * (L2DistLoss) | LogitMarginLoss | DWDMarginLoss with q = 1.0
Test Summary: | Pass  Total
StatLearn     |   72     72
Test Summary:     | Pass  Total
KahanSum accuracy |   14     14
Test Summary:      | Pass  Total
KahanMean accuracy |   17     17
Test Summary:          | Pass  Total
KahanVariance accuracy |   29     29
  > [1, 2, 3, 1]
  > Bootstrap(100): Mean: n=0 | value=0.0
  > CallFun: Mean: n=0 | value=0.0 |> println
  > FastNode | 2 keys × 5 vars | at=(0, 0.0)
  > FastTree(n=0, size=1, maxsize=5000, splitsize=1000)
  > FastForest(n=0, nt=100, b=2, avg_size=1.0)
  > FTSeries
  └── Variance: n=0 | value=1.0
  > Group
  ├── Mean: n=0 | value=0.0
  └── Mean: n=0 | value=0.0
  > HyperLogLog{10, Number}: n=0 | value=0.0
  > LinRegBuilder of 4 variables
  > NBClassifier
  > ProbMap: n=0 | value=OrderedCollections.OrderedDict{Int64,Float64}()
  > P2Quantile (0.5): n=0 | value=0.0
  > Series
  └── Mean: n=0 | value=0.0
  > StatLearn: SGD | mean(λ)=0.0 | 0.5 * (L2DistLoss) | NoPenalty | nobs=0 | nvars=5
Test Summary: |
Show methods  | No tests
   Testing OnlineStats tests passed