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  • Accessor
    • Index Accessor
      • dtoolkit.accessor.index.len
      • dtoolkit.accessor.index.to_set
    • Series Accessor
      • dtoolkit.accessor.series.cols
      • dtoolkit.accessor.series.len
      • dtoolkit.accessor.series.getattr
      • dtoolkit.accessor.series.change_axis_type
      • dtoolkit.accessor.series.swap_index_values
      • dtoolkit.accessor.series.to_datetime
      • dtoolkit.accessor.series.to_zh
      • dtoolkit.accessor.series.to_set
      • dtoolkit.accessor.series.values_to_dict
      • dtoolkit.accessor.series.equal
      • dtoolkit.accessor.series.groupby_index
      • dtoolkit.accessor.series.bin
      • dtoolkit.accessor.series.jenks_bin
      • dtoolkit.accessor.series.jenks_breaks
      • dtoolkit.accessor.series.error_report
      • dtoolkit.accessor.series.eval
      • dtoolkit.accessor.series.textdistance
      • dtoolkit.accessor.series.textdistance_matrix
      • dtoolkit.accessor.series.top_n
      • dtoolkit.accessor.series.filter_in
      • dtoolkit.accessor.series.invert_or_not
      • dtoolkit.accessor.series.query
      • dtoolkit.accessor.series.set_unique_index
      • dtoolkit.accessor.series.drop_inf
      • dtoolkit.accessor.series.dropna_index
      • dtoolkit.accessor.series.expand
    • DataFrame Accessor
      • dtoolkit.accessor.dataframe.cols
      • dtoolkit.accessor.dataframe.change_axis_type
      • dtoolkit.accessor.dataframe.to_series
      • dtoolkit.accessor.dataframe.to_zh
      • dtoolkit.accessor.dataframe.values_to_dict
      • dtoolkit.accessor.dataframe.boolean
      • dtoolkit.accessor.dataframe.equal
      • dtoolkit.accessor.dataframe.groupby_index
      • dtoolkit.accessor.dataframe.decompose
      • dtoolkit.accessor.dataframe.top_n
      • dtoolkit.accessor.dataframe.repeat
      • dtoolkit.accessor.dataframe.weighted_mean
      • dtoolkit.accessor.dataframe.filter_in
      • dtoolkit.accessor.dataframe.set_unique_index
      • dtoolkit.accessor.dataframe.drop_inf
      • dtoolkit.accessor.dataframe.drop_or_not
      • dtoolkit.accessor.dataframe.dropna_index
      • dtoolkit.accessor.dataframe.fillna_regression
      • dtoolkit.accessor.dataframe.expand
    • Pandas Method Registering
      • dtoolkit.accessor.register_index_method
      • dtoolkit.accessor.register_series_method
      • dtoolkit.accessor.register_dataframe_method
      • dtoolkit.accessor.register_method_factory
  • GeoAccessor
    • Index Accessor
      • dtoolkit.geoaccessor.index.is_h3
      • dtoolkit.geoaccessor.index.H3
        • dtoolkit.geoaccessor.index.H3.to_center_child
        • dtoolkit.geoaccessor.index.H3.to_children
        • dtoolkit.geoaccessor.index.H3.to_int
        • dtoolkit.geoaccessor.index.H3.to_parent
        • dtoolkit.geoaccessor.index.H3.to_points
        • dtoolkit.geoaccessor.index.H3.to_polygons
        • dtoolkit.geoaccessor.index.H3.to_str
      • dtoolkit.geoaccessor.index.H3.area
      • dtoolkit.geoaccessor.index.H3.resolution
      • dtoolkit.geoaccessor.index.H3.is_valid
      • dtoolkit.geoaccessor.index.H3.is_pentagon
      • dtoolkit.geoaccessor.index.H3.to_int
      • dtoolkit.geoaccessor.index.H3.to_str
      • dtoolkit.geoaccessor.index.H3.to_center_child
      • dtoolkit.geoaccessor.index.H3.to_children
      • dtoolkit.geoaccessor.index.H3.to_parent
      • dtoolkit.geoaccessor.index.H3.to_points
      • dtoolkit.geoaccessor.index.H3.to_polygons
    • Series Accessor
      • dtoolkit.geoaccessor.series.from_wkt
      • dtoolkit.geoaccessor.series.from_wkb
      • dtoolkit.geoaccessor.series.to_geoseries
      • dtoolkit.geoaccessor.series.to_geoframe
      • dtoolkit.geoaccessor.series.geocode
      • dtoolkit.geoaccessor.series.is_h3
      • dtoolkit.geoaccessor.series.H3
        • dtoolkit.geoaccessor.series.H3.to_center_child
        • dtoolkit.geoaccessor.series.H3.to_children
        • dtoolkit.geoaccessor.series.H3.to_int
        • dtoolkit.geoaccessor.series.H3.to_parent
        • dtoolkit.geoaccessor.series.H3.to_points
        • dtoolkit.geoaccessor.series.H3.to_polygons
        • dtoolkit.geoaccessor.series.H3.to_str
      • dtoolkit.geoaccessor.series.H3.area
      • dtoolkit.geoaccessor.series.H3.resolution
      • dtoolkit.geoaccessor.series.H3.is_valid
      • dtoolkit.geoaccessor.series.H3.is_pentagon
      • dtoolkit.geoaccessor.series.H3.to_int
      • dtoolkit.geoaccessor.series.H3.to_str
      • dtoolkit.geoaccessor.series.H3.to_center_child
      • dtoolkit.geoaccessor.series.H3.to_children
      • dtoolkit.geoaccessor.series.H3.to_parent
      • dtoolkit.geoaccessor.series.H3.to_points
      • dtoolkit.geoaccessor.series.H3.to_polygons
    • DataFrame Accessor
      • dtoolkit.geoaccessor.dataframe.from_xy
      • dtoolkit.geoaccessor.dataframe.from_wkt
      • dtoolkit.geoaccessor.dataframe.from_wkb
      • dtoolkit.geoaccessor.dataframe.to_geoframe
      • dtoolkit.geoaccessor.dataframe.geocode
      • dtoolkit.geoaccessor.dataframe.is_h3
      • dtoolkit.geoaccessor.dataframe.H3
        • dtoolkit.geoaccessor.dataframe.H3.to_center_child
        • dtoolkit.geoaccessor.dataframe.H3.to_children
        • dtoolkit.geoaccessor.dataframe.H3.to_int
        • dtoolkit.geoaccessor.dataframe.H3.to_parent
        • dtoolkit.geoaccessor.dataframe.H3.to_points
        • dtoolkit.geoaccessor.dataframe.H3.to_polygons
        • dtoolkit.geoaccessor.dataframe.H3.to_str
      • dtoolkit.geoaccessor.dataframe.H3.area
      • dtoolkit.geoaccessor.dataframe.H3.resolution
      • dtoolkit.geoaccessor.dataframe.H3.is_valid
      • dtoolkit.geoaccessor.dataframe.H3.is_pentagon
      • dtoolkit.geoaccessor.dataframe.H3.to_int
      • dtoolkit.geoaccessor.dataframe.H3.to_str
      • dtoolkit.geoaccessor.dataframe.H3.to_center_child
      • dtoolkit.geoaccessor.dataframe.H3.to_children
      • dtoolkit.geoaccessor.dataframe.H3.to_parent
      • dtoolkit.geoaccessor.dataframe.H3.to_points
      • dtoolkit.geoaccessor.dataframe.H3.to_polygons
    • GeoSeries Accessor
      • dtoolkit.geoaccessor.geoseries.xy
      • dtoolkit.geoaccessor.geoseries.radius
      • dtoolkit.geoaccessor.geoseries.geoarea
      • dtoolkit.geoaccessor.geoseries.geodistance
      • dtoolkit.geoaccessor.geoseries.geodistance_matrix
      • dtoolkit.geoaccessor.geoseries.geobuffer
      • dtoolkit.geoaccessor.geoseries.coordinates
      • dtoolkit.geoaccessor.geoseries.count_coordinates
      • dtoolkit.geoaccessor.geoseries.has_hole
      • dtoolkit.geoaccessor.geoseries.hole_counts
      • dtoolkit.geoaccessor.geoseries.toposimplify
      • dtoolkit.geoaccessor.geoseries.to_h3
      • dtoolkit.geoaccessor.geoseries.cncrs_offset
      • dtoolkit.geoaccessor.geoseries.drop_duplicates_geometry
      • dtoolkit.geoaccessor.geoseries.duplicated_geometry
      • dtoolkit.geoaccessor.geoseries.duplicated_geometry_groups
      • dtoolkit.geoaccessor.geoseries.select_geom_type
      • dtoolkit.geoaccessor.geoseries.filter_geometry
      • dtoolkit.geoaccessor.geoseries.reverse_geocode
    • GeoDataFrame Accessor
      • dtoolkit.geoaccessor.geodataframe.xy
      • dtoolkit.geoaccessor.geodataframe.radius
      • dtoolkit.geoaccessor.geodataframe.geoarea
      • dtoolkit.geoaccessor.geodataframe.geodistance
      • dtoolkit.geoaccessor.geodataframe.geodistance_matrix
      • dtoolkit.geoaccessor.geodataframe.geobuffer
      • dtoolkit.geoaccessor.geodataframe.coordinates
      • dtoolkit.geoaccessor.geodataframe.count_coordinates
      • dtoolkit.geoaccessor.geodataframe.has_hole
      • dtoolkit.geoaccessor.geodataframe.hole_counts
      • dtoolkit.geoaccessor.geodataframe.toposimplify
      • dtoolkit.geoaccessor.geodataframe.to_h3
      • dtoolkit.geoaccessor.geodataframe.cncrs_offset
      • dtoolkit.geoaccessor.geodataframe.drop_geometry
      • dtoolkit.geoaccessor.geodataframe.drop_duplicates_geometry
      • dtoolkit.geoaccessor.geodataframe.duplicated_geometry
      • dtoolkit.geoaccessor.geodataframe.duplicated_geometry_groups
      • dtoolkit.geoaccessor.geodataframe.select_geom_type
      • dtoolkit.geoaccessor.geodataframe.filter_geometry
      • dtoolkit.geoaccessor.geodataframe.reverse_geocode
    • GeoPandas Method Registering
      • dtoolkit.geoaccessor.register_geoseries_accessor
      • dtoolkit.geoaccessor.register_geodataframe_accessor
      • dtoolkit.geoaccessor.register_geoseries_method
      • dtoolkit.geoaccessor.register_geodataframe_method
  • Transformer
    • dtoolkit.transformer.Transformer
      • dtoolkit.transformer.Transformer.fit_transform
      • dtoolkit.transformer.Transformer.inverse_transform
      • dtoolkit.transformer.Transformer.set_output
    • dtoolkit.transformer.MethodTF
      • dtoolkit.transformer.MethodTF.fit
      • dtoolkit.transformer.MethodTF.fit_transform
      • dtoolkit.transformer.MethodTF.inverse_transform
      • dtoolkit.transformer.MethodTF.set_output
      • dtoolkit.transformer.MethodTF.transform
      • dtoolkit.transformer.MethodTF.update_invargs
    • dtoolkit.transformer.DataFrameTF
      • dtoolkit.transformer.DataFrameTF.fit
      • dtoolkit.transformer.DataFrameTF.fit_transform
      • dtoolkit.transformer.DataFrameTF.inverse_transform
      • dtoolkit.transformer.DataFrameTF.set_output
      • dtoolkit.transformer.DataFrameTF.transform
      • dtoolkit.transformer.DataFrameTF.update_invargs
    • dtoolkit.transformer.NumpyTF
      • dtoolkit.transformer.NumpyTF.fit
      • dtoolkit.transformer.NumpyTF.fit_transform
      • dtoolkit.transformer.NumpyTF.inverse_transform
      • dtoolkit.transformer.NumpyTF.set_output
      • dtoolkit.transformer.NumpyTF.transform
      • dtoolkit.transformer.NumpyTF.update_invargs
    • dtoolkit.transformer.methodtf_factory
    • dtoolkit.transformer.OneHotEncoder
      • dtoolkit.transformer.OneHotEncoder.fit
      • dtoolkit.transformer.OneHotEncoder.fit_transform
      • dtoolkit.transformer.OneHotEncoder.get_feature_names_out
      • dtoolkit.transformer.OneHotEncoder.get_params
      • dtoolkit.transformer.OneHotEncoder.inverse_transform
      • dtoolkit.transformer.OneHotEncoder.set_output
      • dtoolkit.transformer.OneHotEncoder.set_params
      • dtoolkit.transformer.OneHotEncoder.transform
    • dtoolkit.transformer.AppendTF
      • dtoolkit.transformer.AppendTF.fit
      • dtoolkit.transformer.AppendTF.fit_transform
      • dtoolkit.transformer.AppendTF.inverse_transform
      • dtoolkit.transformer.AppendTF.set_output
      • dtoolkit.transformer.AppendTF.transform
      • dtoolkit.transformer.AppendTF.update_invargs
    • dtoolkit.transformer.AssignTF
      • dtoolkit.transformer.AssignTF.fit
      • dtoolkit.transformer.AssignTF.fit_transform
      • dtoolkit.transformer.AssignTF.inverse_transform
      • dtoolkit.transformer.AssignTF.set_output
      • dtoolkit.transformer.AssignTF.transform
      • dtoolkit.transformer.AssignTF.transform_method
      • dtoolkit.transformer.AssignTF.update_invargs
    • dtoolkit.transformer.DropTF
      • dtoolkit.transformer.DropTF.fit
      • dtoolkit.transformer.DropTF.fit_transform
      • dtoolkit.transformer.DropTF.inverse_transform
      • dtoolkit.transformer.DropTF.set_output
      • dtoolkit.transformer.DropTF.transform
      • dtoolkit.transformer.DropTF.transform_method
      • dtoolkit.transformer.DropTF.update_invargs
    • dtoolkit.transformer.EvalTF
      • dtoolkit.transformer.EvalTF.fit
      • dtoolkit.transformer.EvalTF.fit_transform
      • dtoolkit.transformer.EvalTF.inverse_transform
      • dtoolkit.transformer.EvalTF.set_output
      • dtoolkit.transformer.EvalTF.transform
      • dtoolkit.transformer.EvalTF.transform_method
      • dtoolkit.transformer.EvalTF.update_invargs
    • dtoolkit.transformer.FilterInTF
      • dtoolkit.transformer.FilterInTF.fit
      • dtoolkit.transformer.FilterInTF.fit_transform
      • dtoolkit.transformer.FilterInTF.inverse_transform
      • dtoolkit.transformer.FilterInTF.set_output
      • dtoolkit.transformer.FilterInTF.transform
      • dtoolkit.transformer.FilterInTF.transform_method
      • dtoolkit.transformer.FilterInTF.update_invargs
    • dtoolkit.transformer.FillnaTF
      • dtoolkit.transformer.FillnaTF.fit
      • dtoolkit.transformer.FillnaTF.fit_transform
      • dtoolkit.transformer.FillnaTF.inverse_transform
      • dtoolkit.transformer.FillnaTF.set_output
      • dtoolkit.transformer.FillnaTF.transform
      • dtoolkit.transformer.FillnaTF.transform_method
      • dtoolkit.transformer.FillnaTF.update_invargs
    • dtoolkit.transformer.GetTF
      • dtoolkit.transformer.GetTF.fit
      • dtoolkit.transformer.GetTF.fit_transform
      • dtoolkit.transformer.GetTF.inverse_transform
      • dtoolkit.transformer.GetTF.set_output
      • dtoolkit.transformer.GetTF.transform
      • dtoolkit.transformer.GetTF.transform_method
      • dtoolkit.transformer.GetTF.update_invargs
    • dtoolkit.transformer.QueryTF
      • dtoolkit.transformer.QueryTF.fit
      • dtoolkit.transformer.QueryTF.fit_transform
      • dtoolkit.transformer.QueryTF.inverse_transform
      • dtoolkit.transformer.QueryTF.set_output
      • dtoolkit.transformer.QueryTF.transform
      • dtoolkit.transformer.QueryTF.transform_method
      • dtoolkit.transformer.QueryTF.update_invargs
    • dtoolkit.transformer.ReplaceTF
      • dtoolkit.transformer.ReplaceTF.fit
      • dtoolkit.transformer.ReplaceTF.fit_transform
      • dtoolkit.transformer.ReplaceTF.inverse_transform
      • dtoolkit.transformer.ReplaceTF.set_output
      • dtoolkit.transformer.ReplaceTF.transform
      • dtoolkit.transformer.ReplaceTF.transform_method
      • dtoolkit.transformer.ReplaceTF.update_invargs
    • dtoolkit.transformer.SelectDtypesTF
      • dtoolkit.transformer.SelectDtypesTF.fit
      • dtoolkit.transformer.SelectDtypesTF.fit_transform
      • dtoolkit.transformer.SelectDtypesTF.inverse_transform
      • dtoolkit.transformer.SelectDtypesTF.set_output
      • dtoolkit.transformer.SelectDtypesTF.transform
      • dtoolkit.transformer.SelectDtypesTF.transform_method
      • dtoolkit.transformer.SelectDtypesTF.update_invargs
    • dtoolkit.transformer.RavelTF
      • dtoolkit.transformer.RavelTF.fit
      • dtoolkit.transformer.RavelTF.fit_transform
      • dtoolkit.transformer.RavelTF.inverse_transform
      • dtoolkit.transformer.RavelTF.set_output
      • dtoolkit.transformer.RavelTF.transform
      • dtoolkit.transformer.RavelTF.transform_method
      • dtoolkit.transformer.RavelTF.update_invargs
  • Pipeline
    • dtoolkit.pipeline.Pipeline
      • dtoolkit.pipeline.Pipeline.decision_function
      • dtoolkit.pipeline.Pipeline.fit
      • dtoolkit.pipeline.Pipeline.fit_predict
      • dtoolkit.pipeline.Pipeline.fit_transform
      • dtoolkit.pipeline.Pipeline.get_feature_names_out
      • dtoolkit.pipeline.Pipeline.get_params
      • dtoolkit.pipeline.Pipeline.inverse_transform
      • dtoolkit.pipeline.Pipeline.predict
      • dtoolkit.pipeline.Pipeline.predict_log_proba
      • dtoolkit.pipeline.Pipeline.predict_proba
      • dtoolkit.pipeline.Pipeline.score
      • dtoolkit.pipeline.Pipeline.score_samples
      • dtoolkit.pipeline.Pipeline.set_output
      • dtoolkit.pipeline.Pipeline.set_params
      • dtoolkit.pipeline.Pipeline.transform
    • dtoolkit.pipeline.FeatureUnion
      • dtoolkit.pipeline.FeatureUnion.fit
      • dtoolkit.pipeline.FeatureUnion.fit_transform
      • dtoolkit.pipeline.FeatureUnion.get_feature_names_out
      • dtoolkit.pipeline.FeatureUnion.get_params
      • dtoolkit.pipeline.FeatureUnion.inverse_transform
      • dtoolkit.pipeline.FeatureUnion.set_output
      • dtoolkit.pipeline.FeatureUnion.set_params
      • dtoolkit.pipeline.FeatureUnion.transform
    • dtoolkit.pipeline.make_pipeline
    • dtoolkit.pipeline.make_union
  • Utility
    • dtoolkit.util.parallelize
    • dtoolkit.util._decorator.deprecated_alias
    • dtoolkit.util._decorator.deprecated_kwargs
    • dtoolkit.util._decorator.warning
    • dtoolkit.util._exception.find_stack_level

Pandas Method Register#

register_index_method([name])

Index register accessor for human.

register_series_method([name])

Series register accessor for human.

register_dataframe_method([name])

DataFrame register accessor for human.

register_method_factory(register_accessor, /)

Let pandas-object like accessor which only hooks class also hooks function easily.

previous

dtoolkit.accessor.dataframe.expand

next

dtoolkit.accessor.register_index_method

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