.. role:: hidden :class: hidden-section autogluon.features ================== Feature Generators ------------------ .. automodule:: autogluon.features.generators .. currentmodule:: autogluon.features.generators .. autosummary:: :nosignatures: AbstractFeatureGenerator AutoMLPipelineFeatureGenerator PipelineFeatureGenerator BulkFeatureGenerator AsTypeFeatureGenerator BinnedFeatureGenerator CategoryFeatureGenerator DatetimeFeatureGenerator DropDuplicatesFeatureGenerator DropUniqueFeatureGenerator DummyFeatureGenerator FillNaFeatureGenerator IdentityFeatureGenerator LabelEncoderFeatureGenerator CategoryMemoryMinimizeFeatureGenerator NumericMemoryMinimizeFeatureGenerator RenameFeatureGenerator TextNgramFeatureGenerator TextSpecialFeatureGenerator :hidden:`AbstractFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: AbstractFeatureGenerator :members: :inherited-members: .. rubric:: Methods .. autoautosummary:: AbstractFeatureGenerator :methods: :hidden:`AutoMLPipelineFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: AutoMLPipelineFeatureGenerator :members: init :hidden:`PipelineFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: PipelineFeatureGenerator :members: init :hidden:`BulkFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: BulkFeatureGenerator :members: init :hidden:`AsTypeFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: AsTypeFeatureGenerator :members: init :hidden:`BinnedFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: BinnedFeatureGenerator :members: init :hidden:`CategoryFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: CategoryFeatureGenerator :members: init :hidden:`DatetimeFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: DatetimeFeatureGenerator :members: init :hidden:`DropDuplicatesFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: DropDuplicatesFeatureGenerator :members: init :hidden:`DropUniqueFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: DropUniqueFeatureGenerator :members: init :hidden:`DummyFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: DummyFeatureGenerator :members: init :hidden:`FillNaFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: FillNaFeatureGenerator :members: init :hidden:`IdentityFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: IdentityFeatureGenerator :members: init :hidden:`LabelEncoderFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: LabelEncoderFeatureGenerator :members: init :hidden:`CategoryMemoryMinimizeFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: CategoryMemoryMinimizeFeatureGenerator :members: init :hidden:`NumericMemoryMinimizeFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: NumericMemoryMinimizeFeatureGenerator :members: init :hidden:`RenameFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: RenameFeatureGenerator :members: init :hidden:`TextNgramFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: TextNgramFeatureGenerator :members: init :hidden:`TextSpecialFeatureGenerator` ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. autoclass:: TextSpecialFeatureGenerator :members: init