Index

A

add_col() (Features method)

C

clean() (in module src.ml_pipeline.Templates.code_templates.generic_cleaning) (Input_File method), [1]

create_unique_Path() (in module src.ml_pipeline.ML_support)

E

export_df() (in module src.ml_pipeline.ML_support)

export_df_to_Path() (in module src.ml_pipeline.ML_support)

F

Feature (class in src.ml_pipeline.ML_Feature) (class in src.ml_pipeline.Templates.main_class_templates.Feature)

Features (class in src.ml_pipeline.ML_Features) (class in src.ml_pipeline.Templates.main_class_templates.Features) fit_model() (in module src.ml_pipeline.Templates.code_templates.algorithm)

G

gen_from_template() (in module src.ml_pipeline.ML_support) generate_sample_df() (in module src.ml_pipeline.ML_support) get_attr() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method)

get_atts() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method) get_database_conn() (Models method) get_df_from_dict() (in module src.ml_pipeline.ML_support) get_dict_from_df() (in module src.ml_pipeline.ML_support)

H

has_attr() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method)

has_atts() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method)

I

import_df() (in module src.ml_pipeline.ML_support) import_df_from_Path() (in module src.ml_pipeline.ML_support) init_Models() (in module src.ml_pipeline.ML_Models)

Input_File (class in src.ml_pipeline.ML_Input_File) (class in src.ml_pipeline.Templates.main_class_templates.Input_File) Input_Files (class in src.ml_pipeline.ML_Input_Files) (class in src.ml_pipeline.Templates.main_class_templates.Input_Files)

J

join() (in module src.ml_pipeline.Templates.code_templates.joining)

join_nickname_and_col() (in module src.ml_pipeline.ML_support)

L

load_Models() (Models method)

M

ML_ParentClass (class in src.ml_pipeline.ML_ParentClass) Model (class in src.ml_pipeline.ML_Model) (class in src.ml_pipeline.Templates.main_class_templates.Model) model_prep() (in module src.ml_pipeline.Templates.code_templates.algorithm) Models (class in src.ml_pipeline.ML_Models) module src src.ml_pipeline src.ml_pipeline.ML_Feature src.ml_pipeline.ML_Features src.ml_pipeline.ML_Input_File src.ml_pipeline.ML_Input_Files src.ml_pipeline.ML_Model src.ml_pipeline.ML_Models src.ml_pipeline.ML_params src.ml_pipeline.ML_ParentClass src.ml_pipeline.ML_support src.ml_pipeline.Templates src.ml_pipeline.Templates.code_templates src.ml_pipeline.Templates.code_templates.algorithm src.ml_pipeline.Templates.code_templates.generic_cleaning src.ml_pipeline.Templates.code_templates.joining src.ml_pipeline.Templates.code_templates.postprocessing src.ml_pipeline.Templates.code_templates.preprocessing src.ml_pipeline.Templates.main_class_templates src.ml_pipeline.Templates.main_class_templates.Feature src.ml_pipeline.Templates.main_class_templates.Features src.ml_pipeline.Templates.main_class_templates.Input_File src.ml_pipeline.Templates.main_class_templates.Input_Files src.ml_pipeline.Templates.main_class_templates.Model

P

postprocess() (in module src.ml_pipeline.Templates.code_templates.algorithm) (in module src.ml_pipeline.Templates.code_templates.postprocessing) preprocess() (in module src.ml_pipeline.Templates.code_templates.algorithm) (in module src.ml_pipeline.Templates.code_templates.preprocessing) print_all_atts() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method) print_atts() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method) print_class_type() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method)

print_imp_atts() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method) print_one_line_atts() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method) print_string() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method)

R

rename_cols_to_ncols() (Features method), [1] run() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method)

run_method() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method) run_model() (in module src.ml_pipeline.Templates.code_templates.algorithm) run_Models() (Models method)

S

select_Children_where() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method) set_attr() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method) set_atts() (Feature method), [1] (Features method), [1] (Input_File method), [1] (Input_Files method), [1] (ML_ParentClass method) (Model method), [1] (Models method) shap_importance() (in module src.ml_pipeline.ML_support) split_features_and_target() (in module src.ml_pipeline.Templates.code_templates.algorithm) split_ncol() (in module src.ml_pipeline.ML_support) src module src.ml_pipeline module src.ml_pipeline.ML_Feature module src.ml_pipeline.ML_Features module src.ml_pipeline.ML_Input_File module src.ml_pipeline.ML_Input_Files module

src.ml_pipeline.ML_Model module src.ml_pipeline.ML_Models module src.ml_pipeline.ML_params module src.ml_pipeline.ML_ParentClass module src.ml_pipeline.ML_support module src.ml_pipeline.Templates module src.ml_pipeline.Templates.code_templates module src.ml_pipeline.Templates.code_templates.algorithm module src.ml_pipeline.Templates.code_templates.generic_cleaning module src.ml_pipeline.Templates.code_templates.joining module src.ml_pipeline.Templates.code_templates.postprocessing module src.ml_pipeline.Templates.code_templates.preprocessing module src.ml_pipeline.Templates.main_class_templates module src.ml_pipeline.Templates.main_class_templates.Feature module src.ml_pipeline.Templates.main_class_templates.Features module src.ml_pipeline.Templates.main_class_templates.Input_File module src.ml_pipeline.Templates.main_class_templates.Input_Files module src.ml_pipeline.Templates.main_class_templates.Model module