SparseRegression

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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, 33 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed Missings ─────────── v0.4.3
 Installed RecipesBase ──────── v0.7.0
 Installed DataAPI ──────────── v1.1.0
 Installed LearnBase ────────── v0.2.2
 Installed Reexport ─────────── v0.2.0
 Installed SparseRegression ─── v0.1.0
 Installed DataStructures ───── v0.17.6
 Installed LossFunctions ────── v0.5.1
 Installed Compat ───────────── v2.2.0
 Installed SortingAlgorithms ── v0.3.1
 Installed StatsBase ────────── v0.32.0
 Installed OrderedCollections ─ v1.1.0
 Installed PenaltyFunctions ─── v0.1.2
 Installed LearningStrategies ─ v0.4.0
 Installed SweepOperator ────── v0.2.0
  Updating `~/.julia/environments/v1.2/Project.toml`
  [ca6142a6] + SparseRegression v0.1.0
  Updating `~/.julia/environments/v1.2/Manifest.toml`
  [34da2185] + Compat v2.2.0
  [9a962f9c] + DataAPI v1.1.0
  [864edb3b] + DataStructures v0.17.6
  [7f8f8fb0] + LearnBase v0.2.2
  [4e8a8231] + LearningStrategies v0.4.0
  [30fc2ffe] + LossFunctions v0.5.1
  [e1d29d7a] + Missings v0.4.3
  [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
  [ca6142a6] + SparseRegression v0.1.0
  [2913bbd2] + StatsBase v0.32.0
  [7522ee7d] + SweepOperator v0.2.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [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 SparseRegression
    Status `/tmp/jl_bGyXeQ/Manifest.toml`
  [34da2185] Compat v2.2.0
  [9a962f9c] DataAPI v1.1.0
  [864edb3b] DataStructures v0.17.6
  [7f8f8fb0] LearnBase v0.2.2
  [4e8a8231] LearningStrategies v0.4.0
  [30fc2ffe] LossFunctions v0.5.1
  [e1d29d7a] Missings v0.4.3
  [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
  [ca6142a6] SparseRegression v0.1.0
  [2913bbd2] StatsBase v0.32.0
  [7522ee7d] SweepOperator v0.2.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [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`]
  [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`]
SModel
  > abs.(β)  :      
  > λ factor : [0.1 0.1 0.1 0.1 0.1]
  > Loss     : 0.5 * (L2DistLoss)
  > Penalty  : L2Penalty
  > Data
    - x : 1000×5 Array{Float64,2}
    - y : 1000-element Array{Float64,1}
    - w : Nothing

Test Summary: |
Sanity Check  | No tests
[ Info: SparseRegression.ProxGrad
  > L2DistLoss
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

[ Info: SparseRegression.Fista
  > L2DistLoss
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

  > L2DistLoss
[ Info: SparseRegression.AdaptiveProxGrad
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

[ Info: SparseRegression.GradientDescent
  > L2DistLoss
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

Test Summary: | Pass  Total
Sanity Check  |  272    272
Test Summary:     | Pass  Total
Linear Regression |    5      5
WARNING: AvgMode.Mean is deprecated, use AggMode.Mean instead.
  likely near /root/.julia/packages/SparseRegression/PdrVd/test/runtests.jl:66
Test Summary: | Pass  Total
LineSearch    |    3      3
Test Summary: | Pass  Total
SModel        |    2      2
   Testing SparseRegression tests passed 

Results with Julia v1.3.0

Testing was successful. Last evaluation was ago and took 2 minutes, 21 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 SweepOperator ────── v0.2.0
 Installed LearnBase ────────── v0.2.2
 Installed SortingAlgorithms ── v0.3.1
 Installed SparseRegression ─── v0.1.0
 Installed LossFunctions ────── v0.5.1
 Installed Reexport ─────────── v0.2.0
 Installed OrderedCollections ─ v1.1.0
 Installed DataStructures ───── v0.17.6
 Installed StatsBase ────────── v0.32.0
 Installed PenaltyFunctions ─── v0.1.2
 Installed Compat ───────────── v2.2.0
 Installed LearningStrategies ─ v0.4.0
  Updating `~/.julia/environments/v1.3/Project.toml`
  [ca6142a6] + SparseRegression v0.1.0
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [34da2185] + Compat v2.2.0
  [9a962f9c] + DataAPI v1.1.0
  [864edb3b] + DataStructures v0.17.6
  [7f8f8fb0] + LearnBase v0.2.2
  [4e8a8231] + LearningStrategies v0.4.0
  [30fc2ffe] + LossFunctions v0.5.1
  [e1d29d7a] + Missings v0.4.3
  [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
  [ca6142a6] + SparseRegression v0.1.0
  [2913bbd2] + StatsBase v0.32.0
  [7522ee7d] + SweepOperator v0.2.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [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 SparseRegression
    Status `/tmp/jl_rrnAu8/Manifest.toml`
  [34da2185] Compat v2.2.0
  [9a962f9c] DataAPI v1.1.0
  [864edb3b] DataStructures v0.17.6
  [7f8f8fb0] LearnBase v0.2.2
  [4e8a8231] LearningStrategies v0.4.0
  [30fc2ffe] LossFunctions v0.5.1
  [e1d29d7a] Missings v0.4.3
  [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
  [ca6142a6] SparseRegression v0.1.0
  [2913bbd2] StatsBase v0.32.0
  [7522ee7d] SweepOperator v0.2.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [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`]
  [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`]
SModel
  > abs.(β)  :      
  > λ factor : [0.1 0.1 0.1 0.1 0.1]
  > Loss     : 0.5 * (L2DistLoss)
  > Penalty  : L2Penalty
  > Data
    - x : 1000×5 Array{Float64,2}
    - y : 1000-element Array{Float64,1}
    - w : Nothing

Test Summary: |
Sanity Check  | No tests
[ Info: SparseRegression.ProxGrad
  > L2DistLoss
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

[ Info: SparseRegression.Fista
  > L2DistLoss
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

  > L2DistLoss
[ Info: SparseRegression.AdaptiveProxGrad
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

[ Info: SparseRegression.GradientDescent
  > L2DistLoss
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

Test Summary: | Pass  Total
Sanity Check  |  272    272
Test Summary:     | Pass  Total
Linear Regression |    5      5
WARNING: AvgMode.Mean is deprecated, use AggMode.Mean instead.
  likely near /root/.julia/packages/SparseRegression/PdrVd/test/runtests.jl:66
Test Summary: | Pass  Total
LineSearch    |    3      3
Test Summary: | Pass  Total
SModel        |    2      2
   Testing SparseRegression tests passed 

Results with Julia v1.3.1-pre-7704df0a5a

Testing was successful. Last evaluation was ago and took 2 minutes, 19 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed Reexport ─────────── v0.2.0
 Installed LearnBase ────────── v0.2.2
 Installed RecipesBase ──────── v0.7.0
 Installed Compat ───────────── v2.2.0
 Installed SparseRegression ─── v0.1.0
 Installed DataStructures ───── v0.17.6
 Installed StatsBase ────────── v0.32.0
 Installed LearningStrategies ─ v0.4.0
 Installed LossFunctions ────── v0.5.1
 Installed SweepOperator ────── v0.2.0
 Installed DataAPI ──────────── v1.1.0
 Installed PenaltyFunctions ─── v0.1.2
 Installed Missings ─────────── v0.4.3
 Installed OrderedCollections ─ v1.1.0
 Installed SortingAlgorithms ── v0.3.1
  Updating `~/.julia/environments/v1.3/Project.toml`
  [ca6142a6] + SparseRegression v0.1.0
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [34da2185] + Compat v2.2.0
  [9a962f9c] + DataAPI v1.1.0
  [864edb3b] + DataStructures v0.17.6
  [7f8f8fb0] + LearnBase v0.2.2
  [4e8a8231] + LearningStrategies v0.4.0
  [30fc2ffe] + LossFunctions v0.5.1
  [e1d29d7a] + Missings v0.4.3
  [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
  [ca6142a6] + SparseRegression v0.1.0
  [2913bbd2] + StatsBase v0.32.0
  [7522ee7d] + SweepOperator v0.2.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [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 SparseRegression
    Status `/tmp/jl_z103Xs/Manifest.toml`
  [34da2185] Compat v2.2.0
  [9a962f9c] DataAPI v1.1.0
  [864edb3b] DataStructures v0.17.6
  [7f8f8fb0] LearnBase v0.2.2
  [4e8a8231] LearningStrategies v0.4.0
  [30fc2ffe] LossFunctions v0.5.1
  [e1d29d7a] Missings v0.4.3
  [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
  [ca6142a6] SparseRegression v0.1.0
  [2913bbd2] StatsBase v0.32.0
  [7522ee7d] SweepOperator v0.2.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [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`]
  [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`]
SModel
  > abs.(β)  :      
  > λ factor : [0.1 0.1 0.1 0.1 0.1]
  > Loss     : 0.5 * (L2DistLoss)
  > Penalty  : L2Penalty
  > Data
    - x : 1000×5 Array{Float64,2}
    - y : 1000-element Array{Float64,1}
    - w : Nothing

Test Summary: |
Sanity Check  | No tests
[ Info: SparseRegression.ProxGrad
  > L2DistLoss
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

[ Info: SparseRegression.Fista
  > L2DistLoss
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

  > L2DistLoss
[ Info: SparseRegression.AdaptiveProxGrad
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

[ Info: SparseRegression.GradientDescent
  > L2DistLoss
  > 0.5 * (L2DistLoss)
  > HuberLoss with $\alpha$ = 2.0
  > QuantileLoss with $\tau$ = 0.7
  > LogitMarginLoss
  > DWDMarginLoss with q = 2.0
  > L2HingeLoss
  > ExpLoss

Test Summary: | Pass  Total
Sanity Check  |  272    272
Test Summary:     | Pass  Total
Linear Regression |    5      5
WARNING: AvgMode.Mean is deprecated, use AggMode.Mean instead.
  likely near /root/.julia/packages/SparseRegression/PdrVd/test/runtests.jl:66
Test Summary: | Pass  Total
LineSearch    |    3      3
Test Summary: | Pass  Total
SModel        |    2      2
   Testing SparseRegression tests passed