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@tylerjthomas9
tylerjthomas9 committed Jan 8, 2024
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239 changes: 122 additions & 117 deletions format/Manifest.toml
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Original file line number Diff line number Diff line change
@@ -1,221 +1,226 @@
# This file is machine-generated - editing it directly is not advised

[[ArgTools]]
julia_version = "1.10.0"
manifest_format = "2.0"
project_hash = "30b405be1c677184b7703a9bfb3d2100029ccad0"

[[deps.ArgTools]]
uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
version = "1.1.1"

[[Artifacts]]
[[deps.Artifacts]]
uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"

[[Base64]]
[[deps.Base64]]
uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"

[[CSTParser]]
[[deps.CSTParser]]
deps = ["Tokenize"]
git-tree-sha1 = "60e9121d9ea044c30a04397e59b00c5d9eb826ee"
git-tree-sha1 = "3ddd48d200eb8ddf9cb3e0189fc059fd49b97c1f"
uuid = "00ebfdb7-1f24-5e51-bd34-a7502290713f"
version = "2.5.0"
version = "3.3.6"

[[CommonMark]]
deps = ["Crayons", "JSON", "URIs"]
git-tree-sha1 = "7632afc57f92720a01d9aedf23f413f4e5e21015"
[[deps.CommonMark]]
deps = ["Crayons", "JSON", "PrecompileTools", "URIs"]
git-tree-sha1 = "532c4185d3c9037c0237546d817858b23cf9e071"
uuid = "a80b9123-70ca-4bc0-993e-6e3bcb318db6"
version = "0.8.1"
version = "0.8.12"

[[Compat]]
deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "SHA", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"]
git-tree-sha1 = "0a817fbe51c976de090aa8c997b7b719b786118d"
[[deps.Compat]]
deps = ["UUIDs"]
git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
version = "3.28.0"
version = "4.10.1"

[deps.Compat.extensions]
CompatLinearAlgebraExt = "LinearAlgebra"

[deps.Compat.weakdeps]
Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"

[[Crayons]]
git-tree-sha1 = "3f71217b538d7aaee0b69ab47d9b7724ca8afa0d"
[[deps.Crayons]]
git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
version = "4.0.4"
version = "4.1.1"

[[DataStructures]]
[[deps.DataStructures]]
deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
git-tree-sha1 = "4437b64df1e0adccc3e5d1adbc3ac741095e4677"
git-tree-sha1 = "ac67408d9ddf207de5cfa9a97e114352430f01ed"
uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
version = "0.18.9"
version = "0.18.16"

[[Dates]]
[[deps.Dates]]
deps = ["Printf"]
uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"

[[DelimitedFiles]]
deps = ["Mmap"]
uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"

[[Distributed]]
deps = ["Random", "Serialization", "Sockets"]
uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"

[[DocStringExtensions]]
deps = ["LibGit2", "Markdown", "Pkg", "Test"]
git-tree-sha1 = "9d4f64f79012636741cf01133158a54b24924c32"
uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
version = "0.8.4"

[[Documenter]]
deps = ["Base64", "Dates", "DocStringExtensions", "IOCapture", "InteractiveUtils", "JSON", "LibGit2", "Logging", "Markdown", "REPL", "Test", "Unicode"]
git-tree-sha1 = "3ebb967819b284dc1e3c0422229b58a40a255649"
uuid = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
version = "0.26.3"

[[Downloads]]
deps = ["ArgTools", "LibCURL", "NetworkOptions"]
[[deps.Downloads]]
deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
version = "1.6.0"

[[IOCapture]]
deps = ["Logging"]
git-tree-sha1 = "377252859f740c217b936cebcd918a44f9b53b59"
uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
version = "0.1.1"
[[deps.FileWatching]]
uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"

[[InteractiveUtils]]
[[deps.Glob]]
git-tree-sha1 = "97285bbd5230dd766e9ef6749b80fc617126d496"
uuid = "c27321d9-0574-5035-807b-f59d2c89b15c"
version = "1.3.1"

[[deps.InteractiveUtils]]
deps = ["Markdown"]
uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"

[[JSON]]
[[deps.JSON]]
deps = ["Dates", "Mmap", "Parsers", "Unicode"]
git-tree-sha1 = "81690084b6198a2e1da36fcfda16eeca9f9f24e4"
git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a"
uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
version = "0.21.1"
version = "0.21.4"

[[JuliaFormatter]]
deps = ["CSTParser", "CommonMark", "DataStructures", "Documenter", "Pkg", "Tokenize"]
git-tree-sha1 = "b947b46a3477e4c1ea32a7db66905d6f63dd7076"
[[deps.JuliaFormatter]]
deps = ["CSTParser", "CommonMark", "DataStructures", "Glob", "Pkg", "PrecompileTools", "Tokenize"]
git-tree-sha1 = "8f5295e46f594ad2d8652f1098488a77460080cd"
uuid = "98e50ef6-434e-11e9-1051-2b60c6c9e899"
version = "0.13.10"
version = "1.0.45"

[[LibCURL]]
[[deps.LibCURL]]
deps = ["LibCURL_jll", "MozillaCACerts_jll"]
uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
version = "0.6.4"

[[LibCURL_jll]]
[[deps.LibCURL_jll]]
deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
version = "8.4.0+0"

[[LibGit2]]
deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
[[deps.LibGit2]]
deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"

[[LibSSH2_jll]]
[[deps.LibGit2_jll]]
deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
version = "1.6.4+0"

[[deps.LibSSH2_jll]]
deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
version = "1.11.0+1"

[[Libdl]]
[[deps.Libdl]]
uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"

[[LinearAlgebra]]
deps = ["Libdl"]
uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"

[[Logging]]
[[deps.Logging]]
uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"

[[Markdown]]
[[deps.Markdown]]
deps = ["Base64"]
uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"

[[MbedTLS_jll]]
[[deps.MbedTLS_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
version = "2.28.2+1"

[[Mmap]]
[[deps.Mmap]]
uuid = "a63ad114-7e13-5084-954f-fe012c677804"

[[MozillaCACerts_jll]]
[[deps.MozillaCACerts_jll]]
uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
version = "2023.1.10"

[[NetworkOptions]]
[[deps.NetworkOptions]]
uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
version = "1.2.0"

[[OrderedCollections]]
git-tree-sha1 = "4fa2ba51070ec13fcc7517db714445b4ab986bdf"
[[deps.OrderedCollections]]
git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
version = "1.4.0"
version = "1.6.3"

[[Parsers]]
deps = ["Dates"]
git-tree-sha1 = "c8abc88faa3f7a3950832ac5d6e690881590d6dc"
[[deps.Parsers]]
deps = ["Dates", "PrecompileTools", "UUIDs"]
git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
version = "1.1.0"
version = "2.8.1"

[[Pkg]]
deps = ["Artifacts", "Dates", "Downloads", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
[[deps.Pkg]]
deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
version = "1.10.0"

[[deps.PrecompileTools]]
deps = ["Preferences"]
git-tree-sha1 = "03b4c25b43cb84cee5c90aa9b5ea0a78fd848d2f"
uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
version = "1.2.0"

[[deps.Preferences]]
deps = ["TOML"]
git-tree-sha1 = "00805cd429dcb4870060ff49ef443486c262e38e"
uuid = "21216c6a-2e73-6563-6e65-726566657250"
version = "1.4.1"

[[Printf]]
[[deps.Printf]]
deps = ["Unicode"]
uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"

[[REPL]]
[[deps.REPL]]
deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"

[[Random]]
deps = ["Serialization"]
[[deps.Random]]
deps = ["SHA"]
uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"

[[SHA]]
[[deps.SHA]]
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
version = "0.7.0"

[[Serialization]]
[[deps.Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"

[[SharedArrays]]
deps = ["Distributed", "Mmap", "Random", "Serialization"]
uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"

[[Sockets]]
[[deps.Sockets]]
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"

[[SparseArrays]]
deps = ["LinearAlgebra", "Random"]
uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"

[[Statistics]]
deps = ["LinearAlgebra", "SparseArrays"]
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"

[[TOML]]
[[deps.TOML]]
deps = ["Dates"]
uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
version = "1.0.3"

[[Tar]]
[[deps.Tar]]
deps = ["ArgTools", "SHA"]
uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
version = "1.10.0"

[[Test]]
deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"

[[Tokenize]]
git-tree-sha1 = "45b1932b0ec576159181bf75df71d6d86aa9c850"
[[deps.Tokenize]]
git-tree-sha1 = "3ac1ac11b09e8033ec93a7993acdb9b68252be6d"
uuid = "0796e94c-ce3b-5d07-9a54-7f471281c624"
version = "0.5.13"
version = "0.5.27"

[[URIs]]
git-tree-sha1 = "97bbe755a53fe859669cd907f2d96aee8d2c1355"
[[deps.URIs]]
git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b"
uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
version = "1.3.0"
version = "1.5.1"

[[UUIDs]]
[[deps.UUIDs]]
deps = ["Random", "SHA"]
uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"

[[Unicode]]
[[deps.Unicode]]
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"

[[Zlib_jll]]
[[deps.Zlib_jll]]
deps = ["Libdl"]
uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
version = "1.2.13+1"

[[nghttp2_jll]]
[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.52.0+1"

[[p7zip_jll]]
[[deps.p7zip_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
version = "17.4.0+2"
2 changes: 1 addition & 1 deletion src/mlj_catboostclassifier.jl
View file
Original file line number Diff line number Diff line change
Expand Up @@ -124,4 +124,4 @@ function MMI.predict_mode(mlj_model::CatBoostClassifier, fitresult, X_pool)
py_preds = predict(model, X_pool)
preds = pyconvert(Array, py_preds)
return preds
end
end
5 changes: 3 additions & 2 deletions src/wrapper.jl
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Original file line number Diff line number Diff line change
Expand Up @@ -93,8 +93,9 @@ function feature_importance(py_model::Py)
py_df_importance["importance"] = py_model.feature_importances_
tbl_importance = pandas_to_tbl(py_df_importance)
n_features = size(tbl_importance.name, 1)
feat_importance = [Symbol(tbl_importance.name[i]) => tbl_importance.importance[i] for i in
1:n_features]
feat_importance = [Symbol(tbl_importance.name[i]) => tbl_importance.importance[i]
for i in
1:n_features]
return feat_importance
end

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