Index

A

add_pipeline_step() (in module bluemist.pipeline.bluemist_pipeline)

B

bluemist module bluemist.artifacts module bluemist.artifacts.api module bluemist.classification module bluemist.datasource.aws module bluemist.datasource.database module bluemist.datasource.file module bluemist.eda.analyze_data module bluemist.environment module bluemist.llm module

bluemist.main module bluemist.pipeline module bluemist.pipeline.bluemist_pipeline module bluemist.preprocessing.preprocessor module bluemist.regression.regressor module bluemist.regression.tuning module bluemist.utils module bluemist.utils.generate_api module bluemist.utils.metrics module bluemist.utils.scaler module

C

calculate_metrics() (metric_scorer method)

clear_all_model_pipelines() (in module bluemist.pipeline.bluemist_pipeline)

D

deploy_model() (in module bluemist.regression.regressor)

G

generate_api_code() (in module bluemist.utils.generate_api) get_all_tasks() (TaskModels method) get_data_from_database() (in module bluemist.datasource.database) get_data_from_filesystem() (in module bluemist.datasource.file)

get_data_from_s3() (in module bluemist.datasource.aws) get_estimators() (in module bluemist.regression.regressor) get_model_pipeline() (in module bluemist.pipeline.bluemist_pipeline) get_models_for_task() (TaskModels static method) get_scaler() (in module bluemist.utils.scaler)

I

initialize() (in module bluemist.environment)

M

main() (in module bluemist.main) metric_scorer (class in bluemist.utils.metrics) metrics_requested (metric_scorer attribute) metrics_to_be_returned (metric_scorer attribute) module bluemist bluemist.artifacts bluemist.artifacts.api bluemist.classification bluemist.datasource.aws bluemist.datasource.database bluemist.datasource.file bluemist.eda.analyze_data bluemist.environment bluemist.llm bluemist.main bluemist.pipeline bluemist.pipeline.bluemist_pipeline bluemist.preprocessing.preprocessor bluemist.regression.regressor bluemist.regression.tuning bluemist.utils bluemist.utils.generate_api bluemist.utils.metrics bluemist.utils.scaler

P

perform_eda() (in module bluemist.eda.analyze_data)

perform_task() (in module bluemist.llm) preprocess_data() (in module bluemist.preprocessing.preprocessor)

S

save_model_pipeline() (in module bluemist.pipeline.bluemist_pipeline)

save_preprocessor() (in module bluemist.pipeline.bluemist_pipeline)

T

TaskModels (class in bluemist.llm)

train_test_evaluate() (in module bluemist.regression.regressor)

Y

y_pred (metric_scorer attribute)

y_true (metric_scorer attribute)