v1.7.1

MLJModelInterface v1.7.1

Diff since v1.7.0

Closed issues:

• Should MLJModelInterface.metadata_pkg() go in __init__ or not ? (#164)

Merged pull requests:

• Remove Integer type annotation in fit(::Static, verbosity::Integer, ...) (#165) (@ablaom)
• For a 1.7.1 release (#166) (@ablaom)

v1.7.0

MLJModelInterface v1.7.0

Diff since v1.6.0

• Add a new model method report(::Model, report_given_method) for combining the reports generated by a model's fit method, with reports generated by operations, such as predict. Here report_given_method is a dictionary of reports, keyed on methods as symbols (:fit, :predict, :transform, and so forth) (#160; in support of JuliaAI/MLJBase.jl#841)

Merged pull requests:

• Add report method for merging fit reports with operational reports (#160) (@ablaom)
• Tweak warning for deprecated use of docstring/descr (#161) (@ablaom)
• For a 1.7.0 release (#163) (@ablaom)

v1.6.0

MLJModelInterface v1.6.0

Diff since v1.5.1

• (enhancement) Add reporting_operations, from StatisticalTraits.jl, to the list of model traits (#158)

Merged pull requests:

• Add reporting_operations to list of model traits (#158) (@ablaom)
• For a 1.6 release (#159) (@ablaom)

v1.5.1

MLJModelInterface v1.5.1

Diff since v1.5.0

Merged pull requests:

• Update metadata_model to include traits for feature importances and training losses (#155) (@ablaom)
• For a 0.5.1 release (#156) (@ablaom)

v1.5.0

MLJModelInterface v1.5.0

Diff since v1.4.4

• (enhancement) Add support for feature importances (#148) @OkonSamuel

Merged pull requests:

• add feature_importances stub (#148) (@OkonSamuel)
• For a 1.5 release (#154) (@ablaom)

v1.4.4

MLJModelInterface v1.4.4

Diff since v1.4.3

Merged pull requests:

• Escape MLJModelInterface in quote (#149) (@rikhuijzer)
• Fix missing args in docstring of metadata_model (#150) (@rikhuijzer)
• Add depwarn for use of descr or docstring in metadata_model (#151) (@ablaom)
• For a 1.4.4 release (#152) (@ablaom)

v1.4.3

MLJModelInterface v1.4.3

Diff since v1.4.2

Closed issues:

• Applying a transformation to train but not test (#146)

Merged pull requests:

• For a 1.4.3 release (#147) (@ablaom)

v1.4.2

MLJModelInterface v1.4.2

Diff since v1.4.1

Merged pull requests:

• Tweak doc header (#144) (@ablaom)
• For a 1.4.2 release (#145) (@ablaom)

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)