Index

A

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

B

bluemist module bluemist.classification module bluemist.datasource.aws module bluemist.datasource.database module bluemist.datasource.file module bluemist.eda.analyze_data 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.regression.tuning.constant module bluemist.utils module bluemist.utils.generate_api module bluemist.utils.metrics module bluemist.utils.scaler module

C

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_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) getScaler() (in module bluemist.utils.scaler) getStats() (scoringStrategy method)

M

main() (in module bluemist.main) metrics_requested (scoringStrategy attribute) metrics_to_be_returned (scoringStrategy attribute) module bluemist bluemist.classification bluemist.datasource.aws bluemist.datasource.database bluemist.datasource.file bluemist.eda.analyze_data bluemist.main bluemist.pipeline bluemist.pipeline.bluemist_pipeline bluemist.preprocessing.preprocessor bluemist.regression.regressor bluemist.regression.tuning bluemist.regression.tuning.constant bluemist.utils bluemist.utils.generate_api bluemist.utils.metrics bluemist.utils.scaler

P

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

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) scoringStrategy (class in bluemist.utils.metrics)

T

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

Y

y_pred (scoringStrategy attribute)

y_true (scoringStrategy attribute)