NEWS.md

In bfgray3/cattonum: Encode Categorical Features

cattonum (development version)

cattonum 0.0.5

• This release has no changes to functionality. Minimum versions for R and some dependencies have been increased, a packageStartupMessage has been added, and some tests have been updated.
• The following people have contributed to this release:
  • romainfrancois

cattonum 0.0.4

• This is a maintenance release due to a change in a dependency. There are no user-facing changes.

cattonum 0.0.3

• catto_label() no longer has a seed argument. Users must now set their own seeds outside of cattonum functions.
• Added constructors cattonum_df() and cattonum_df2(), as well as print() and summary() methods for classes cattonum_df and cattonum_df2.
• The catto_*() functions now default the parameter test to NULL instead of checking missing().
• The catto_*() functions are now generics and return an object of class cattonum_df or cattonum_df2.
• Logicals are now treated as a a two-level factor (@bcbeidel, #6).
• Added catto_aggregate().
• The following people have contributed to this release:
  • @bcbeidel

cattonum 0.0.2

• catto_label() can now encode different columns with different orderings and encode columns with user-specified orderings.
• catto_median() has been added, thanks to Mark Roepke in #10.
• catto_dummy() and catto_onehot() now both return a tibble when one is passed.
• The following people have contributed to this release:
  • @dominickg
  • @markroepke

cattonum 0.0.1

• This is the first release of cattonum. It currently includes the following encodings:

• dummy encoding: catto_dummy()

• frequency encoding: catto_freq()
• label encoding: catto_label()
• leave-one-out encoding: catto_loo()
• mean encoding: catto_mean()
• one-hot encoding: catto_onehot()

bfgray3/cattonum documentation built on Nov. 6, 2022, 11:33 a.m.