RegularizedLeastSquares

← Back to package list

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 FastClosures ──────────── v0.3.2
 Installed URIParser ─────────────── v0.4.0
 Installed Conda ─────────────────── v1.3.0
 Installed AbstractFFTs ──────────── v0.5.0
 Installed Polynomials ───────────── v0.6.0
 Installed RegularizedLeastSquares ─ v0.5.0
 Installed BinaryProvider ────────── v0.5.8
 Installed Wavelets ──────────────── v0.9.0
 Installed Reexport ──────────────── v0.2.0
 Installed Compat ────────────────── v2.2.0
 Installed Parsers ───────────────── v0.3.10
 Installed RecipesBase ───────────── v0.7.0
 Installed JSON ──────────────────── v0.21.0
 Installed IterativeSolvers ──────── v0.8.1
 Installed SparsityOperators ─────── v0.1.4
 Installed DSP ───────────────────── v0.6.2
 Installed LinearOperators ───────── v0.6.0
 Installed FFTW ──────────────────── v1.1.0
 Installed VersionParsing ────────── v1.1.3
 Installed BinDeps ───────────────── v0.8.10
 Installed SpecialFunctions ──────── v0.8.0
 Installed ProgressMeter ─────────── v1.2.0
  Updating `~/.julia/environments/v1.2/Project.toml`
  [1e9c538a] + RegularizedLeastSquares v0.5.0
  Updating `~/.julia/environments/v1.2/Manifest.toml`
  [621f4979] + AbstractFFTs v0.5.0
  [9e28174c] + BinDeps v0.8.10
  [b99e7846] + BinaryProvider v0.5.8
  [34da2185] + Compat v2.2.0
  [8f4d0f93] + Conda v1.3.0
  [717857b8] + DSP v0.6.2
  [7a1cc6ca] + FFTW v1.1.0
  [9aa1b823] + FastClosures v0.3.2
  [42fd0dbc] + IterativeSolvers v0.8.1
  [682c06a0] + JSON v0.21.0
  [5c8ed15e] + LinearOperators v0.6.0
  [69de0a69] + Parsers v0.3.10
  [f27b6e38] + Polynomials v0.6.0
  [92933f4c] + ProgressMeter v1.2.0
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [1e9c538a] + RegularizedLeastSquares v0.5.0
  [a5ff1dd3] + SparsityOperators v0.1.4
  [276daf66] + SpecialFunctions v0.8.0
  [30578b45] + URIParser v0.4.0
  [81def892] + VersionParsing v1.1.3
  [29a6e085] + Wavelets v0.9.0
  [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 
  Building Conda ───────────→ `~/.julia/packages/Conda/kLXeC/deps/build.log`
  Building FFTW ────────────→ `~/.julia/packages/FFTW/loJ3F/deps/build.log`
  Building SpecialFunctions → `~/.julia/packages/SpecialFunctions/ne2iw/deps/build.log`
   Testing RegularizedLeastSquares
 Resolving package versions...
    Status `/tmp/jl_gHu034/Manifest.toml`
  [621f4979] AbstractFFTs v0.5.0
  [9e28174c] BinDeps v0.8.10
  [b99e7846] BinaryProvider v0.5.8
  [34da2185] Compat v2.2.0
  [8f4d0f93] Conda v1.3.0
  [717857b8] DSP v0.6.2
  [7a1cc6ca] FFTW v1.1.0
  [9aa1b823] FastClosures v0.3.2
  [42fd0dbc] IterativeSolvers v0.8.1
  [682c06a0] JSON v0.21.0
  [5c8ed15e] LinearOperators v0.6.0
  [69de0a69] Parsers v0.3.10
  [f27b6e38] Polynomials v0.6.0
  [92933f4c] ProgressMeter v1.2.0
  [3cdcf5f2] RecipesBase v0.7.0
  [189a3867] Reexport v0.2.0
  [1e9c538a] RegularizedLeastSquares v0.5.0
  [a5ff1dd3] SparsityOperators v0.1.4
  [276daf66] SpecialFunctions v0.8.0
  [30578b45] URIParser v0.4.0
  [81def892] VersionParsing v1.1.3
  [29a6e085] Wavelets v0.9.0
  [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`]
[ Info: test L2-regularization
[ Info: test L1-regularization
[ Info: rel. L1 error : 0.0003624379036715725 vs 0.0019489708816138364
[ Info: test L21-regularization
[ Info: rel. L21 error : 0.00021555786400700056 vs 0.0015702513276434978
[ Info: test TV-regularization
[ Info: rel. TV error : 0.0024758031077827315 vs 0.025229854432833505
[ Info: test positivity-constraint
[ Info: test realness-constraint
[ Info: test nuclear norm regularization
[ Info: rel. LR error : 0.016367490688247947 vs 0.030554472119772934
[ Info: test LLR regularization
[ Info: rel. LLR error : 0.0066609295888929035 vs 0.01704885275100177
Test Summary: | Pass  Total
Proximal Maps |   25     25
[ Info: Testing solver kaczmarz ...: [0.20058603493384108, 0.2986142783434118]  == [0.20061878611581943, 0.29859256667836526]
[ Info: Testing solver cgnr ...: [0.20058603493384108, 0.2986142783434118]  == [0.20058603493384133, 0.29861427834341225]
[ Info: Testing solver daxkaczmarz ...: [0.20058603493384108, 0.2986142783434118]  == [0.20059153664995336, 0.29860896529176156]
[ Info: Testing solver daxconstrained ...: [0.20058603493384108, 0.2986142783434118]  == [0.20058604579144715, 0.29861427114560424]
Test Summary:      | Pass  Total
Real Linear Solver |    4      4
[ Info: Testing solver kaczmarz ...: Complex{Float64}[0.06642303695533736 + 0.646690981531646im, 0.9567533636029237 + 0.11248587118714015im]  == Complex{Float64}[0.06642303870755707 + 0.6466909790572579im, 0.9567533617410453 + 0.11248587234488461im]
[ Info: Testing solver cgnr ...: Complex{Float64}[0.06642303695533736 + 0.646690981531646im, 0.9567533636029237 + 0.11248587118714015im]  == Complex{Float64}[0.06642303695533519 + 0.6466909815316425im, 0.9567533636029204 + 0.11248587118713621im]
Test Summary:         | Pass  Total
Complex Linear Solver |    2      2
[ Info: Testing solver fista ...: relative error = 0.003740674651056872
[ Info: Testing solver admm ...: relative error = 0.0037612249603511897
[ Info: Testing solver splitBregman ...: relative error = 1.0450731653674461e-5
[ Info: Testing solver kaczmarz ...: relative error = 0.0037437412336518055
Test Summary:         | Pass  Total
General Convex Solver |    4      4
   Testing RegularizedLeastSquares tests passed 

Results with Julia v1.3.0

Testing was successful. Last evaluation was ago and took 2 minutes, 55 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed FastClosures ──────────── v0.3.2
 Installed Compat ────────────────── v2.2.0
 Installed Parsers ───────────────── v0.3.10
 Installed LinearOperators ───────── v0.6.0
 Installed FFTW ──────────────────── v1.1.0
 Installed RegularizedLeastSquares ─ v0.5.0
 Installed BinaryProvider ────────── v0.5.8
 Installed Wavelets ──────────────── v0.9.0
 Installed ProgressMeter ─────────── v1.2.0
 Installed JSON ──────────────────── v0.21.0
 Installed SparsityOperators ─────── v0.1.4
 Installed RecipesBase ───────────── v0.7.0
 Installed Polynomials ───────────── v0.6.0
 Installed OpenSpecFun_jll ───────── v0.5.3+1
 Installed DSP ───────────────────── v0.6.2
 Installed Conda ─────────────────── v1.3.0
 Installed SpecialFunctions ──────── v0.9.0
 Installed VersionParsing ────────── v1.1.3
 Installed Reexport ──────────────── v0.2.0
 Installed IterativeSolvers ──────── v0.8.1
 Installed AbstractFFTs ──────────── v0.5.0
  Updating `~/.julia/environments/v1.3/Project.toml`
  [1e9c538a] + RegularizedLeastSquares v0.5.0
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [621f4979] + AbstractFFTs v0.5.0
  [b99e7846] + BinaryProvider v0.5.8
  [34da2185] + Compat v2.2.0
  [8f4d0f93] + Conda v1.3.0
  [717857b8] + DSP v0.6.2
  [7a1cc6ca] + FFTW v1.1.0
  [9aa1b823] + FastClosures v0.3.2
  [42fd0dbc] + IterativeSolvers v0.8.1
  [682c06a0] + JSON v0.21.0
  [5c8ed15e] + LinearOperators v0.6.0
  [efe28fd5] + OpenSpecFun_jll v0.5.3+1
  [69de0a69] + Parsers v0.3.10
  [f27b6e38] + Polynomials v0.6.0
  [92933f4c] + ProgressMeter v1.2.0
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [1e9c538a] + RegularizedLeastSquares v0.5.0
  [a5ff1dd3] + SparsityOperators v0.1.4
  [276daf66] + SpecialFunctions v0.9.0
  [81def892] + VersionParsing v1.1.3
  [29a6e085] + Wavelets v0.9.0
  [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 
  Building Conda → `~/.julia/packages/Conda/kLXeC/deps/build.log`
  Building FFTW ─→ `~/.julia/packages/FFTW/loJ3F/deps/build.log`
   Testing RegularizedLeastSquares
 Resolving package versions...
    Status `/tmp/jl_sM8nJ8/Manifest.toml`
  [621f4979] AbstractFFTs v0.5.0
  [b99e7846] BinaryProvider v0.5.8
  [34da2185] Compat v2.2.0
  [8f4d0f93] Conda v1.3.0
  [717857b8] DSP v0.6.2
  [7a1cc6ca] FFTW v1.1.0
  [9aa1b823] FastClosures v0.3.2
  [42fd0dbc] IterativeSolvers v0.8.1
  [682c06a0] JSON v0.21.0
  [5c8ed15e] LinearOperators v0.6.0
  [efe28fd5] OpenSpecFun_jll v0.5.3+1
  [69de0a69] Parsers v0.3.10
  [f27b6e38] Polynomials v0.6.0
  [92933f4c] ProgressMeter v1.2.0
  [3cdcf5f2] RecipesBase v0.7.0
  [189a3867] Reexport v0.2.0
  [1e9c538a] RegularizedLeastSquares v0.5.0
  [a5ff1dd3] SparsityOperators v0.1.4
  [276daf66] SpecialFunctions v0.9.0
  [81def892] VersionParsing v1.1.3
  [29a6e085] Wavelets v0.9.0
  [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`]
[ Info: test L2-regularization
[ Info: test L1-regularization
[ Info: rel. L1 error : 0.0003624379036715725 vs 0.0019489708816138364
[ Info: test L21-regularization
[ Info: rel. L21 error : 0.00021555786400700056 vs 0.0015702513276434978
[ Info: test TV-regularization
[ Info: rel. TV error : 0.0024758031077827315 vs 0.025229854432833505
[ Info: test positivity-constraint
[ Info: test realness-constraint
[ Info: test nuclear norm regularization
[ Info: rel. LR error : 0.016367490688247947 vs 0.030554472119772934
[ Info: test LLR regularization
[ Info: rel. LLR error : 0.0066609295888929035 vs 0.01704885275100177
Test Summary: | Pass  Total
Proximal Maps |   25     25
[ Info: Testing solver kaczmarz ...: [0.20058603493384108, 0.2986142783434118]  == [0.20061878611581943, 0.29859256667836526]
[ Info: Testing solver cgnr ...: [0.20058603493384108, 0.2986142783434118]  == [0.20058603493384133, 0.29861427834341225]
[ Info: Testing solver daxkaczmarz ...: [0.20058603493384108, 0.2986142783434118]  == [0.20059153664995336, 0.29860896529176156]
[ Info: Testing solver daxconstrained ...: [0.20058603493384108, 0.2986142783434118]  == [0.20058604579144715, 0.29861427114560424]
Test Summary:      | Pass  Total
Real Linear Solver |    4      4
[ Info: Testing solver kaczmarz ...: Complex{Float64}[0.06642303695533736 + 0.646690981531646im, 0.9567533636029237 + 0.11248587118714015im]  == Complex{Float64}[0.06642303870755707 + 0.6466909790572579im, 0.9567533617410453 + 0.11248587234488461im]
[ Info: Testing solver cgnr ...: Complex{Float64}[0.06642303695533736 + 0.646690981531646im, 0.9567533636029237 + 0.11248587118714015im]  == Complex{Float64}[0.06642303695533519 + 0.6466909815316425im, 0.9567533636029204 + 0.11248587118713621im]
Test Summary:         | Pass  Total
Complex Linear Solver |    2      2
[ Info: Testing solver fista ...: relative error = 0.0037406746510568172
[ Info: Testing solver admm ...: relative error = 0.0037761351741525885
[ Info: Testing solver splitBregman ...: relative error = 1.0450731653805977e-5
[ Info: Testing solver kaczmarz ...: relative error = 0.0037437412336518055
Test Summary:         | Pass  Total
General Convex Solver |    4      4
   Testing RegularizedLeastSquares tests passed 

Results with Julia v1.3.1-pre-7704df0a5a

Testing was successful. Last evaluation was ago and took 2 minutes, 36 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed OpenSpecFun_jll ───────── v0.5.3+1
 Installed Conda ─────────────────── v1.3.0
 Installed Compat ────────────────── v2.2.0
 Installed Polynomials ───────────── v0.6.0
 Installed SpecialFunctions ──────── v0.9.0
 Installed LinearOperators ───────── v0.6.0
 Installed RegularizedLeastSquares ─ v0.5.0
 Installed IterativeSolvers ──────── v0.8.1
 Installed ProgressMeter ─────────── v1.2.0
 Installed FFTW ──────────────────── v1.1.0
 Installed Reexport ──────────────── v0.2.0
 Installed BinaryProvider ────────── v0.5.8
 Installed FastClosures ──────────── v0.3.2
 Installed SparsityOperators ─────── v0.1.4
 Installed AbstractFFTs ──────────── v0.5.0
 Installed Wavelets ──────────────── v0.9.0
 Installed JSON ──────────────────── v0.21.0
 Installed VersionParsing ────────── v1.1.3
 Installed RecipesBase ───────────── v0.7.0
 Installed Parsers ───────────────── v0.3.10
 Installed DSP ───────────────────── v0.6.2
  Updating `~/.julia/environments/v1.3/Project.toml`
  [1e9c538a] + RegularizedLeastSquares v0.5.0
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [621f4979] + AbstractFFTs v0.5.0
  [b99e7846] + BinaryProvider v0.5.8
  [34da2185] + Compat v2.2.0
  [8f4d0f93] + Conda v1.3.0
  [717857b8] + DSP v0.6.2
  [7a1cc6ca] + FFTW v1.1.0
  [9aa1b823] + FastClosures v0.3.2
  [42fd0dbc] + IterativeSolvers v0.8.1
  [682c06a0] + JSON v0.21.0
  [5c8ed15e] + LinearOperators v0.6.0
  [efe28fd5] + OpenSpecFun_jll v0.5.3+1
  [69de0a69] + Parsers v0.3.10
  [f27b6e38] + Polynomials v0.6.0
  [92933f4c] + ProgressMeter v1.2.0
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [1e9c538a] + RegularizedLeastSquares v0.5.0
  [a5ff1dd3] + SparsityOperators v0.1.4
  [276daf66] + SpecialFunctions v0.9.0
  [81def892] + VersionParsing v1.1.3
  [29a6e085] + Wavelets v0.9.0
  [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 
  Building Conda → `~/.julia/packages/Conda/kLXeC/deps/build.log`
  Building FFTW ─→ `~/.julia/packages/FFTW/loJ3F/deps/build.log`
   Testing RegularizedLeastSquares
 Resolving package versions...
    Status `/tmp/jl_YrJz1k/Manifest.toml`
  [621f4979] AbstractFFTs v0.5.0
  [b99e7846] BinaryProvider v0.5.8
  [34da2185] Compat v2.2.0
  [8f4d0f93] Conda v1.3.0
  [717857b8] DSP v0.6.2
  [7a1cc6ca] FFTW v1.1.0
  [9aa1b823] FastClosures v0.3.2
  [42fd0dbc] IterativeSolvers v0.8.1
  [682c06a0] JSON v0.21.0
  [5c8ed15e] LinearOperators v0.6.0
  [efe28fd5] OpenSpecFun_jll v0.5.3+1
  [69de0a69] Parsers v0.3.10
  [f27b6e38] Polynomials v0.6.0
  [92933f4c] ProgressMeter v1.2.0
  [3cdcf5f2] RecipesBase v0.7.0
  [189a3867] Reexport v0.2.0
  [1e9c538a] RegularizedLeastSquares v0.5.0
  [a5ff1dd3] SparsityOperators v0.1.4
  [276daf66] SpecialFunctions v0.9.0
  [81def892] VersionParsing v1.1.3
  [29a6e085] Wavelets v0.9.0
  [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`]
[ Info: test L2-regularization
[ Info: test L1-regularization
[ Info: rel. L1 error : 0.0003624379036715725 vs 0.0019489708816138364
[ Info: test L21-regularization
[ Info: rel. L21 error : 0.00021555786400700056 vs 0.0015702513276434978
[ Info: test TV-regularization
[ Info: rel. TV error : 0.0024758031077827315 vs 0.025229854432833505
[ Info: test positivity-constraint
[ Info: test realness-constraint
[ Info: test nuclear norm regularization
[ Info: rel. LR error : 0.016367490688247947 vs 0.030554472119772934
[ Info: test LLR regularization
[ Info: rel. LLR error : 0.0066609295888929035 vs 0.01704885275100177
Test Summary: | Pass  Total
Proximal Maps |   25     25
[ Info: Testing solver kaczmarz ...: [0.20058603493384108, 0.2986142783434118]  == [0.20061878611581943, 0.29859256667836526]
[ Info: Testing solver cgnr ...: [0.20058603493384108, 0.2986142783434118]  == [0.20058603493384133, 0.29861427834341225]
[ Info: Testing solver daxkaczmarz ...: [0.20058603493384108, 0.2986142783434118]  == [0.20059153664995336, 0.29860896529176156]
[ Info: Testing solver daxconstrained ...: [0.20058603493384108, 0.2986142783434118]  == [0.20058604579144715, 0.29861427114560424]
Test Summary:      | Pass  Total
Real Linear Solver |    4      4
[ Info: Testing solver kaczmarz ...: Complex{Float64}[0.06642303695533736 + 0.646690981531646im, 0.9567533636029237 + 0.11248587118714015im]  == Complex{Float64}[0.06642303870755707 + 0.6466909790572579im, 0.9567533617410453 + 0.11248587234488461im]
[ Info: Testing solver cgnr ...: Complex{Float64}[0.06642303695533736 + 0.646690981531646im, 0.9567533636029237 + 0.11248587118714015im]  == Complex{Float64}[0.06642303695533519 + 0.6466909815316425im, 0.9567533636029204 + 0.11248587118713621im]
Test Summary:         | Pass  Total
Complex Linear Solver |    2      2
[ Info: Testing solver fista ...: relative error = 0.0037406746510568172
[ Info: Testing solver admm ...: relative error = 0.0037761351741525885
[ Info: Testing solver splitBregman ...: relative error = 1.0450731653805977e-5
[ Info: Testing solver kaczmarz ...: relative error = 0.0037437412336518055
Test Summary:         | Pass  Total
General Convex Solver |    4      4
   Testing RegularizedLeastSquares tests passed