Merge pull request #1 from JuliaAI/add-target-encoding

Add Target Encoding, Frequency Encoding, Ordinal Encoding and CardinalityReducer.

Author: EssamWisam

.gitignore

@@ -21,6 +21,9 @@ docs/site/
 # It records a fixed state of all packages used by the project. As such, it should not be
 # committed for packages, but should be committed for applications that require a static
 # environment.
-Manifest.toml
-*.ipynb
-*.csv
+/Manifest.toml
+meh/*.ipynb
+*.csv
+.DS_Store
+**/**/other_transformers
+/*.jl

Project.toml

@@ -3,11 +3,36 @@ uuid = "23777cdb-d90c-4eb0-a694-7c2b83d5c1d6"
 authors = ["Essam <[email protected]> and contributors"]
 version = "1.0.0-DEV"
 
+[deps]
+BitBasis = "50ba71b6-fa0f-514d-ae9a-0916efc90dcf"
+CategoricalArrays = "324d7699-5711-5eae-9e2f-1d82baa6b597"
+Combinatorics = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
+Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
+Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
+MLJModelInterface = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
+OrderedCollections = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
+Parameters = "d96e819e-fc66-5662-9728-84c9c7592b0a"
+ScientificTypes = "321657f4-b219-11e9-178b-2701a2544e81"
+Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
+TableOperations = "ab02a1b2-a7df-11e8-156e-fb1833f50b87"
+Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
+
 [compat]
+CategoricalArrays = "0.10"
+MLJModelInterface = "1.10"
+ScientificTypes = "3.0"
+StatsBase = "0.34"
+TableOperations = "1.2"
+Tables = "1.11"
 julia = "1.6.7"
 
 [extras]
+DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
+MLJBase = "a7f614a8-145f-11e9-1d2a-a57a1082229d"
+Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 
 [targets]
-test = ["Test"]
+test = ["Test", "DataFrames", "MLJBase", "Random", "StableRNGs"]