add comat (#34)

Author: findmyway

Manifest.toml

@@ -2,9 +2,9 @@
 
 [[AbstractFFTs]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "051c95d6836228d120f5f4b984dd5aba1624f716"
+git-tree-sha1 = "8ed9de2f1b1a9b1dee48582ad477c6e67b83eb2c"
 uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
-version = "0.5.0"
+version = "1.0.0"
 
 [[AbstractTrees]]
 deps = ["Markdown"]
@@ -18,6 +18,9 @@ git-tree-sha1 = "ffcfa2d345aaee0ef3d8346a073d5dd03c983ebe"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
 version = "3.2.0"
 
+[[ArgTools]]
+uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
+
 [[ArnoldiMethod]]
 deps = ["LinearAlgebra", "Random", "StaticArrays"]
 git-tree-sha1 = "f87e559f87a45bece9c9ed97458d3afe98b1ebb9"
@@ -43,10 +46,7 @@ uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
 version = "3.1.1"
 
 [[Artifacts]]
-deps = ["Pkg"]
-git-tree-sha1 = "c30985d8821e0cd73870b17b0ed0ce6dc44cb744"
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
-version = "1.3.0"
 
 [[AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
@@ -83,10 +83,10 @@ version = "0.4.1"
 uuid = "8bf52ea8-c179-5cab-976a-9e18b702a9bc"
 
 [[CUDA]]
-deps = ["AbstractFFTs", "Adapt", "BFloat16s", "CEnum", "CompilerSupportLibraries_jll", "DataStructures", "ExprTools", "GPUArrays", "GPUCompiler", "LLVM", "Libdl", "LinearAlgebra", "Logging", "MacroTools", "NNlib", "Pkg", "Printf", "Random", "Reexport", "Requires", "SparseArrays", "Statistics", "TimerOutputs"]
-git-tree-sha1 = "6ccc73b2d8b671f7a65c92b5f08f81422ebb7547"
+deps = ["AbstractFFTs", "Adapt", "BFloat16s", "CEnum", "CompilerSupportLibraries_jll", "DataStructures", "ExprTools", "GPUArrays", "GPUCompiler", "LLVM", "LazyArtifacts", "Libdl", "LinearAlgebra", "Logging", "MacroTools", "Memoize", "NNlib", "Printf", "Random", "Reexport", "Requires", "SparseArrays", "Statistics", "TimerOutputs"]
+git-tree-sha1 = "2d90e6c29706856928f02e11ae15e71889905e34"
 uuid = "052768ef-5323-5732-b1bb-66c8b64840ba"
-version = "2.4.1"
+version = "2.6.1"
 
 [[Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -171,10 +171,8 @@ uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
 version = "3.25.0"
 
 [[CompilerSupportLibraries_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "8e695f735fca77e9708e795eda62afdb869cbb70"
+deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "0.3.4+0"
 
 [[ConstructionBase]]
 deps = ["LinearAlgebra"]
@@ -264,6 +262,10 @@ git-tree-sha1 = "50ddf44c53698f5e784bbebb3f4b21c5807401b1"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
 version = "0.8.3"
 
+[[Downloads]]
+deps = ["ArgTools", "LibCURL", "NetworkOptions"]
+uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
+
 [[EarCut_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "92d8f9f208637e8d2d28c664051a00569c01493d"
@@ -313,9 +315,9 @@ version = "4.3.1+4"
 
 [[FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "IntelOpenMP_jll", "Libdl", "LinearAlgebra", "MKL_jll", "Reexport"]
-git-tree-sha1 = "8fda0934cb99db617171f7296dc361f4d6fa5424"
+git-tree-sha1 = "1b48dbde42f307e48685fa9213d8b9f8c0d87594"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.3.0"
+version = "1.3.2"
 
 [[FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -416,10 +418,10 @@ uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
 version = "6.2.0"
 
 [[GPUCompiler]]
-deps = ["DataStructures", "InteractiveUtils", "LLVM", "Libdl", "Scratch", "Serialization", "TimerOutputs", "UUIDs"]
-git-tree-sha1 = "c853c810b52a80f9aad79ab109207889e57f41ef"
+deps = ["DataStructures", "ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "Scratch", "Serialization", "TimerOutputs", "UUIDs"]
+git-tree-sha1 = "ef2839b063e158672583b9c09d2cf4876a8d3d55"
 uuid = "61eb1bfa-7361-4325-ad38-22787b887f55"
-version = "0.8.3"
+version = "0.10.0"
 
 [[GR]]
 deps = ["Base64", "DelimitedFiles", "GR_jll", "HTTP", "JSON", "LinearAlgebra", "Pkg", "Printf", "Random", "Serialization", "Sockets", "Test", "UUIDs"]
@@ -469,10 +471,10 @@ uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe"
 version = "1.0.0"
 
 [[HTTP]]
-deps = ["Base64", "Dates", "IniFile", "MbedTLS", "Sockets"]
-git-tree-sha1 = "c7ec02c4c6a039a98a15f955462cd7aea5df4508"
+deps = ["Base64", "Dates", "IniFile", "MbedTLS", "Sockets", "URIs"]
+git-tree-sha1 = "942c1a9c750bbe79912b7bd060a420932afd35b8"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "0.8.19"
+version = "0.9.3"
 
 [[Hwloc]]
 deps = ["Hwloc_jll"]
@@ -628,10 +630,26 @@ git-tree-sha1 = "3a0084cec7bf157edcb45a67fac0647f88fe5eaf"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
 version = "0.14.7"
 
+[[LazyArtifacts]]
+deps = ["Artifacts", "Pkg"]
+uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
+
+[[LibCURL]]
+deps = ["LibCURL_jll", "MozillaCACerts_jll"]
+uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
+
+[[LibCURL_jll]]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
+uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
+
 [[LibGit2]]
-deps = ["Printf"]
+deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 
+[[LibSSH2_jll]]
+deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
+uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
+
 [[LibVPX_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "85fcc80c3052be96619affa2fe2e6d2da3908e11"
@@ -715,10 +733,10 @@ uuid = "bdcacae8-1622-11e9-2a5c-532679323890"
 version = "0.11.2"
 
 [[MKL_jll]]
-deps = ["IntelOpenMP_jll", "Libdl", "Pkg"]
-git-tree-sha1 = "eb540ede3aabb8284cb482aa41d00d6ca850b1f8"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
+git-tree-sha1 = "c253236b0ed414624b083e6b72bfe891fbd2c7af"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2020.2.254+0"
+version = "2021.1.1+1"
 
 [[MacroTools]]
 deps = ["Markdown", "Random"]
@@ -743,10 +761,8 @@ uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
 version = "1.0.3"
 
 [[MbedTLS_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "0eef589dd1c26a3ac9d753fe1a8bcad63f956fa6"
+deps = ["Artifacts", "Libdl"]
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.16.8+1"
 
 [[Measures]]
 git-tree-sha1 = "e498ddeee6f9fdb4551ce855a46f54dbd900245f"
@@ -759,6 +775,12 @@ git-tree-sha1 = "75a54abd10709c01f1b86b84ec225d26e840ed58"
 uuid = "e89f7d12-3494-54d1-8411-f7d8b9ae1f27"
 version = "0.5.0"
 
+[[Memoize]]
+deps = ["MacroTools"]
+git-tree-sha1 = "2b1dfcba103de714d31c033b5dacc2e4a12c7caa"
+uuid = "c03570c3-d221-55d1-a50c-7939bbd78826"
+version = "0.4.4"
+
 [[Missings]]
 deps = ["DataAPI"]
 git-tree-sha1 = "f8c673ccc215eb50fcadb285f522420e29e69e1c"
@@ -774,6 +796,9 @@ git-tree-sha1 = "614e8d77264d20c1db83661daadfab38e8e4b77e"
 uuid = "e94cdb99-869f-56ef-bcf0-1ae2bcbe0389"
 version = "0.2.4"
 
+[[MozillaCACerts_jll]]
+uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
+
 [[MuladdMacro]]
 git-tree-sha1 = "c6190f9a7fc5d9d5915ab29f2134421b12d24a68"
 uuid = "46d2c3a1-f734-5fdb-9937-b9b9aeba4221"
@@ -814,6 +839,9 @@ git-tree-sha1 = "9afd724797039125e8e2cc362098f01dab60bc3a"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
 version = "0.4.8"
 
+[[NetworkOptions]]
+uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
+
 [[NonlinearSolve]]
 deps = ["ArrayInterface", "FiniteDiff", "ForwardDiff", "IterativeSolvers", "LinearAlgebra", "RecursiveArrayTools", "RecursiveFactorization", "Reexport", "SciMLBase", "Setfield", "StaticArrays", "UnPack"]
 git-tree-sha1 = "ef18e47df4f3917af35be5e5d7f5d97e8a83b0ec"
@@ -838,10 +866,8 @@ uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051"
 version = "1.3.4+2"
 
 [[OpenBLAS_jll]]
-deps = ["CompilerSupportLibraries_jll", "Libdl", "Pkg"]
-git-tree-sha1 = "0c922fd9634e358622e333fc58de61f05a048492"
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.9+5"
 
 [[OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -909,7 +935,7 @@ uuid = "30392449-352a-5448-841d-b1acce4e97dc"
 version = "0.40.0+0"
 
 [[Pkg]]
-deps = ["Dates", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "UUIDs"]
+deps = ["Artifacts", "Dates", "Downloads", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
 
 [[PlotThemes]]
@@ -969,7 +995,7 @@ uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
 version = "2.4.1"
 
 [[REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets"]
+deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 
 [[Random]]
@@ -1190,6 +1216,10 @@ git-tree-sha1 = "a819d77f31f83e5792a76081eee1ea6342ab8787"
 uuid = "fd094767-a336-5f1f-9728-57cf17d0bbfb"
 version = "0.2.0"
 
+[[TOML]]
+deps = ["Dates"]
+uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
+
 [[TableOperations]]
 deps = ["SentinelArrays", "Tables", "Test"]
 git-tree-sha1 = "a7cf690d0ac3f5b53dd09b5d613540b230233647"
@@ -1208,14 +1238,18 @@ git-tree-sha1 = "a716dde43d57fa537a19058d044b495301ba6565"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
 version = "1.3.2"
 
+[[Tar]]
+deps = ["ArgTools", "SHA"]
+uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
+
 [[TensorBoardLogger]]
 deps = ["CRC32c", "ColorTypes", "FileIO", "FixedPointNumbers", "ImageCore", "ProtoBuf", "Requires", "StatsBase"]
 git-tree-sha1 = "e35708408303fa45cc3acf824361c423f22c4747"
 uuid = "899adc3e-224a-11e9-021f-63837185c80f"
 version = "0.1.14"
 
 [[Test]]
-deps = ["Distributed", "InteractiveUtils", "Logging", "Random"]
+deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[ThreadingUtilities]]
@@ -1242,6 +1276,11 @@ git-tree-sha1 = "8d0d7a3fe2f30d6a7f833a5f19f7c7a5b396eae6"
 uuid = "a2a6695c-b41b-5b7d-aed9-dbfdeacea5d7"
 version = "0.3.0"
 
+[[URIs]]
+git-tree-sha1 = "7855809b88d7b16e9b029afd17880930626f54a2"
+uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
+version = "1.2.0"
+
 [[UUIDs]]
 deps = ["Random", "SHA"]
 uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
@@ -1292,9 +1331,9 @@ version = "0.5.3"
 
 [[XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "be0db24f70aae7e2b89f2f3092e93b8606d659a6"
+git-tree-sha1 = "afd2b541e8fd425cd3b7aa55932a257035ab4a70"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.9.10+3"
+version = "2.9.11+0"
 
 [[XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Pkg", "XML2_jll"]
@@ -1435,10 +1474,8 @@ uuid = "a5390f91-8eb1-5f08-bee0-b1d1ffed6cea"
 version = "0.9.3"
 
 [[Zlib_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "320228915c8debb12cb434c59057290f0834dbf6"
+deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.11+18"
 
 [[Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1482,6 +1519,10 @@ git-tree-sha1 = "fa14ac25af7a4b8a7f61b287a124df7aab601bcd"
 uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
 version = "1.3.6+6"
 
+[[nghttp2_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
+
 [[x264_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "d713c1ce4deac133e3334ee12f4adff07f81778f"

Project.toml

@@ -7,3 +7,12 @@ ReinforcementLearning = "158674fc-8238-5cab-b5ba-03dfc80d1318"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
+
+[compat]
+Distributions = "0.24"
+Flux = "0.11"
+Plots = "1.10"
+PlutoUI = "0.7"
+ReinforcementLearning = "0.8"
+StatsBase = "0.33"
+StatsPlots = "0.14"