v1.4.1

MLJModelInterface v1.4.1

Diff since v1.4.0

Merged pull requests:

• Address corner case for synthesize_docstring(M) (#142) (@ablaom)
• For a 1.4.1 release (#143) (@ablaom)

v1.4.0

MLJModelInterface v1.4.0

Diff since v1.3.6

• (ehancement) Add utility doc_header for generating a standard header for MLJ model document strings
• (future proofing) Ensure metadata_model utility does not override fallback behaviour of model traits
• (enhancement) Add human_name as a model trait with fallback provided by StatisticalTraits.jl (eg, "XGBoostRegressor" -> "XG boost regressor")
• (enhancement) Add human_name and supports_class_weights to list of traits that can be declared using metadata_model
• Change docstring trait fallback to be the regular type doc-string if it exists, and to otherwise be an auto-generated string that improves the previous fallback.

Details are to be found in #139 and #140.

Merged pull requests:

• Improve doc string support (#139) (@ablaom)
• For a 1.4.0 release (#141) (@ablaom)

v1.3.6

MLJModelInterface v1.3.6

Diff since v1.3.5

Merged pull requests:

• Fix handling weights in supervised fit data scitype (#137) (@ablaom)
• For a 1.3.7 release (#138) (@ablaom)

v1.3.5

MLJModelInterface v1.3.5

Diff since v1.3.4

Closed issues:

• MLJModelInterface no longer exporting scitype (#129)

Merged pull requests:

• implement and export scitype method (#133) (@OkonSamuel)
• For a 1.3.5 release (#134) (@ablaom)

v1.3.4

MLJModelInterface v1.3.4

Note: Yanked from General.jl registry. Superseded by 1.3.5, for which notes below still apply.

Diff since v1.3.3

• Bump the compatibility requirements of ScientificTypesBase to ^3, making necessary adjustments (#126) @OkonSamuel

Closed issues:

• Remove export augmented_transform and export info (#125)

Merged pull requests:

• modify vtrait internal method (#126) (@OkonSamuel)
• For a 1.3.4 release (#127) (@ablaom)
• For a 1.3.4 release (#128) (@ablaom)

v1.3.3

MLJModelInterface v1.3.3

Diff since v1.3.2

• Tweak fit and trait fallbacks for Annotator models (#121) @davnn

Merged pull requests:

• Supervised fit should work for all unsupervised annotators (#121) (@davnn)
• For a 1.3.3 release (#122) (@ablaom)

v1.3.2

MLJModelInterface v1.3.2

Diff since v1.3.1

Merged pull requests:

• Supervised annotators should correctly return is_supervised (#118) (@davnn)
• For a 1.3.2 release (#119) (@ablaom)

v1.3.1

MLJModelInterface v1.3.1

Diff since v1.3.0

• (bug fix) Fix unexpected behaviour of == for MLJTypes objects with "strap-on" properties (#115)

Closed issues:

• Document the API requirement to use acceleration field for parallelisation (#104)
• MLJType objects with "strap-on" properties can change without detection by == (#115)

Merged pull requests:

• Fix equality bug (#116) (@ablaom)
• For a 1.3.1 release (#117) (@ablaom)

v1.3.0

MLJModelInterface v1.3.0

Diff since v1.2.0

• (enhancement) Add support for outlier detection (#113)

Closed issues:

• Issue to trigger new release (#60)

Merged pull requests:

• Outlier Detection Integration (#113) (@davnn)
• For a 1.3 release (#114) (@ablaom)

v1.2.0

MLJModelInterface v1.2.0

Diff since v1.1.3

• Add fallbacks for new traits defined at JuliaAI/StatisticalTraits.jl#18 (#109)

Merged pull requests:

• Update model traits (#109) (@ablaom)
• For a 1.2 release (#110) (@ablaom)