Index

_

__init__() (bukka.coding.utils.template_handler.TemplateBaseClass method) (bukka.coding.write_mlflow_setup.MLflowSetupWriter method) (bukka.coding.write_pipeline.PipelineWriter method) (bukka.coding.write_pyproject_toml.PyprojectTomlWriter method) (bukka.project.Project method) (bukka.utils.bukka_logger.BukkaLogger method) (bukka.utils.files.file_manager.FileManager method)

A

add_cell() (bukka.coding.utils.jupyter_handler.JupyterWriter method)

B

baseline_pipes (bukka.utils.files.file_manager.FileManager attribute) build_environment() (bukka.environment.environment.EnvironmentBuilder method) build_skeleton() (bukka.utils.files.file_manager.FileManager method) bukka.coding.utils.jupyter_handler module bukka.coding.utils.template_handler module bukka.coding.write_config module bukka.coding.write_data_reader_class module bukka.coding.write_mlflow_setup module bukka.coding.write_pipeline module bukka.coding.write_pyproject_toml module

bukka.coding.write_starter_notebook module bukka.data_management.dataset module bukka.environment.environment module bukka.project module bukka.utils.bukka_logger module bukka.utils.files.file_manager module bukka.utils.reference module BukkaLogger (class in bukka.utils.bukka_logger)

C

candidate_pipes (bukka.utils.files.file_manager.FileManager attribute) check_varied_scale_train() (bukka.data_management.dataset.Dataset method)

config_path (bukka.utils.files.file_manager.FileManager attribute) ConfigWriter (class in bukka.coding.write_config) critical() (bukka.utils.bukka_logger.BukkaLogger method)

D

data_path (bukka.utils.files.file_manager.FileManager attribute) data_schema (bukka.data_management.dataset.Dataset attribute) DataReaderWriter (class in bukka.coding.write_data_reader_class)

Dataset (class in bukka.data_management.dataset) dataset_path (bukka.utils.files.file_manager.FileManager attribute) debug() (bukka.utils.bukka_logger.BukkaLogger method)

E

EnvironmentBuilder (class in bukka.environment.environment)

error() (bukka.utils.bukka_logger.BukkaLogger method) expected_args (bukka.coding.utils.template_handler.TemplateBaseClass attribute)

F

feature_columns (bukka.data_management.dataset.Dataset attribute) file_manager (bukka.data_management.dataset.Dataset attribute)

FileManager (class in bukka.utils.files.file_manager) format_message() (bukka.utils.bukka_logger.BukkaLogger method)

G

generated_pipes (bukka.utils.files.file_manager.FileManager attribute) get_column_null_count() (bukka.data_management.dataset.Dataset method)

get_unq_count() (bukka.data_management.dataset.Dataset method) get_varied_scale_train() (bukka.data_management.dataset.Dataset method) gitignore_path (bukka.utils.files.file_manager.FileManager attribute)

H

has_inconsistent_categorical_data() (bukka.data_management.dataset.Dataset method)

has_multicollinearity() (bukka.data_management.dataset.Dataset method) has_outliers() (bukka.data_management.dataset.Dataset method)

I

identify_multicollinearity_train() (bukka.data_management.dataset.Dataset method) imports (bukka.coding.write_pipeline.PipelineWriter attribute)

info() (bukka.utils.bukka_logger.BukkaLogger method) instantiations (bukka.coding.write_pipeline.PipelineWriter attribute) is_text_column() (bukka.data_management.dataset.Dataset method)

J

JupyterWriter (class in bukka.coding.utils.jupyter_handler)

K

kwargs (bukka.coding.utils.template_handler.TemplateBaseClass attribute)

L

logger (bukka.utils.bukka_logger.BukkaLogger attribute)

M

make_python_string_variable_safe() (bukka.coding.utils.template_handler.TemplateBaseClass method) mlflow_notebook_path (bukka.utils.files.file_manager.FileManager attribute) mlflow_setup_path (bukka.utils.files.file_manager.FileManager attribute) MLflowSetupWriter (class in bukka.coding.write_mlflow_setup) module bukka.coding.utils.jupyter_handler bukka.coding.utils.template_handler bukka.coding.write_config bukka.coding.write_data_reader_class bukka.coding.write_mlflow_setup bukka.coding.write_pipeline bukka.coding.write_pyproject_toml bukka.coding.write_starter_notebook bukka.data_management.dataset bukka.environment.environment bukka.project bukka.utils.bukka_logger bukka.utils.files.file_manager bukka.utils.reference

O

orig_dataset (bukka.utils.files.file_manager.FileManager attribute)

output_path (bukka.coding.utils.template_handler.TemplateBaseClass attribute)

P

pipeline_definition (bukka.coding.write_pipeline.PipelineWriter attribute) pipeline_steps (bukka.coding.write_pipeline.PipelineWriter attribute) PipelineWriter (class in bukka.coding.write_pipeline)

pipes (bukka.utils.files.file_manager.FileManager attribute) Project (class in bukka.project) project_path (bukka.utils.files.file_manager.FileManager attribute) PyprojectTomlWriter (class in bukka.coding.write_pyproject_toml)

R

readme_path (bukka.utils.files.file_manager.FileManager attribute)

requirements_path (bukka.utils.files.file_manager.FileManager attribute) run() (bukka.project.Project method)

S

scripts (bukka.utils.files.file_manager.FileManager attribute)

starter_notebook_path (bukka.utils.files.file_manager.FileManager attribute) StarterNotebookWriter (class in bukka.coding.write_starter_notebook)

T

target_column (bukka.data_management.dataset.Dataset attribute) template (bukka.coding.utils.template_handler.TemplateBaseClass attribute) TemplateBaseClass (class in bukka.coding.utils.template_handler) test_data (bukka.utils.files.file_manager.FileManager attribute)

test_df (bukka.data_management.dataset.Dataset attribute) train_data (bukka.utils.files.file_manager.FileManager attribute) train_df (bukka.data_management.dataset.Dataset attribute) type_of_column() (bukka.data_management.dataset.Dataset method)

V

virtual_env (bukka.utils.files.file_manager.FileManager attribute)

W

warn() (bukka.utils.bukka_logger.BukkaLogger method) write_code() (bukka.coding.utils.template_handler.TemplateBaseClass method) (bukka.coding.write_data_reader_class.DataReaderWriter method)

write_config() (bukka.coding.write_config.ConfigWriter method) write_notebook() (bukka.coding.utils.jupyter_handler.JupyterWriter method) (bukka.coding.write_starter_notebook.StarterNotebookWriter method)