Merge pull request #18 from axelparmentier/giom

`RegularizedGeneric` based on Frank-Wolfe

Author: gdalle

.gitignore

@@ -3,6 +3,7 @@
 *.jl.mem
 /Manifest.toml
 /docs/build/
+/test/profiling.jl
 
 *.tar.gz
 *.zip

CITATION.bib

@@ -1,8 +1,8 @@
 @misc{InferOpt.jl,
-	author  = {Axel Parmentier, Guillaume Dalle, Léo Baty, Louis Bouvier},
+	author  = {Guillaume Dalle, Léo Baty, Louis Bouvier and Axel Parmentier},
 	title   = {InferOpt.jl},
 	url     = {https://github.com/axelparmentier/InferOpt.jl},
-	version = {v0.1.0},
+	version = {v0.2.0},
 	year    = {2022},
-	month   = {4}
+	month   = {6}
 }

Project.toml

@@ -1,20 +1,28 @@
 name = "InferOpt"
 uuid = "4846b161-c94e-4150-8dac-c7ae193c601f"
-authors = ["Axel Parmentier", "Guillaume Dalle", "Léo Baty", "Louis Bouvier"]
+authors = ["Guillaume Dalle", "Léo Baty", "Louis Bouvier", "Axel Parmentier"]
 version = "0.2.0"
 
 [deps]
 ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+FrankWolfe = "f55ce6ea-fdc5-4628-88c5-0087fe54bd30"
+Krylov = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+LinearOperators = "5c8ed15e-5a4c-59e4-a42b-c7e8811fb125"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 SimpleTraits = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
 SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [compat]
 ChainRulesCore = "1"
+FrankWolfe = "0.2.1"
+Krylov = "0.8"
+LinearOperators = "2.3"
 SimpleTraits = "0.9"
+StatsBase = "0.33"
 julia = "1.7"
 
 [extras]