bluecast

Subpackages

• bluecast.blueprints
  • bluecast.blueprints.cast
  • bluecast.blueprints.cast_cv
  • bluecast.blueprints.cast_cv_regression
  • bluecast.blueprints.cast_regression
  • bluecast.blueprints.custom_model_recipes
  • bluecast.blueprints.orchestration
  • bluecast.blueprints.preprocessing_recipes
  • bluecast.blueprints.welcome
• bluecast.config
  • bluecast.config.base_classes
  • bluecast.config.config_validations
  • bluecast.config.training_config
• bluecast.conformal_prediction
  • bluecast.conformal_prediction.base_classes
  • bluecast.conformal_prediction.conformal_prediction
  • bluecast.conformal_prediction.conformal_prediction_regression
  • bluecast.conformal_prediction.effectiveness_nonconformity_measures
  • bluecast.conformal_prediction.evaluation
  • bluecast.conformal_prediction.nonconformity_measures
  • bluecast.conformal_prediction.nonconformity_measures_regression
• bluecast.eda
  • bluecast.eda.analyse
  • bluecast.eda.data_leakage_checks
• bluecast.evaluation
  • bluecast.evaluation.base_classes
  • bluecast.evaluation.error_analysis
  • bluecast.evaluation.error_analysis_regression
  • bluecast.evaluation.eval_metrics
  • bluecast.evaluation.shap_values
• bluecast.experimentation
  • bluecast.experimentation.tracking
• bluecast.general_utils
  • bluecast.general_utils.general_utils
• bluecast.ml_modelling
  • bluecast.ml_modelling.base_classes
  • bluecast.ml_modelling.catboost
  • bluecast.ml_modelling.catboost_regression
  • bluecast.ml_modelling.parameter_tuning_utils
  • bluecast.ml_modelling.xgboost
  • bluecast.ml_modelling.xgboost_regression
• bluecast.monitoring
  • bluecast.monitoring.data_monitoring
• bluecast.preprocessing
  • bluecast.preprocessing.category_encoder_orchestration
  • bluecast.preprocessing.custom
  • bluecast.preprocessing.datetime_features
  • bluecast.preprocessing.encode_target_labels
  • bluecast.preprocessing.feature_creation
  • bluecast.preprocessing.feature_selection
  • bluecast.preprocessing.feature_types
  • bluecast.preprocessing.infrequent_categories
  • bluecast.preprocessing.nulls_and_infs
  • bluecast.preprocessing.onehot_encoding
  • bluecast.preprocessing.remove_collinearity
  • bluecast.preprocessing.schema_checks
  • bluecast.preprocessing.target_encoding
  • bluecast.preprocessing.train_test_split
• bluecast.tests
  • bluecast.tests.make_data
    • bluecast.tests.make_data.create_data
  • bluecast.tests.test_analyse
  • bluecast.tests.test_base_classes
  • bluecast.tests.test_cast
  • bluecast.tests.test_cast_binary_conformal_prediction
  • bluecast.tests.test_cast_cv
  • bluecast.tests.test_cast_cv_binary_conformal_prediction
  • bluecast.tests.test_cast_cv_multiclass
  • bluecast.tests.test_cast_cv_multiclass_conformal_prediction
  • bluecast.tests.test_cast_cv_regression
  • bluecast.tests.test_cast_regression
  • bluecast.tests.test_catboost
  • bluecast.tests.test_catboost_regression
  • bluecast.tests.test_category_encoder_orchestrator
  • bluecast.tests.test_check_gpu_support
  • bluecast.tests.test_config_validations
  • bluecast.tests.test_conformal_prediction
  • bluecast.tests.test_conformal_prediction_evaluation
  • bluecast.tests.test_conformal_prediction_regression
  • bluecast.tests.test_custom_model_recipes
  • bluecast.tests.test_custom_processing_base_class
  • bluecast.tests.test_data_leakage_checks
  • bluecast.tests.test_data_monitoring
  • bluecast.tests.test_datetime_features
  • bluecast.tests.test_effectiveness_nonconformity_measures
  • bluecast.tests.test_encode_target_labels
  • bluecast.tests.test_error_analysis
  • bluecast.tests.test_error_analysis_base_classes
  • bluecast.tests.test_error_analysis_regression
  • bluecast.tests.test_eval_metrics
  • bluecast.tests.test_experiment_tracker
  • bluecast.tests.test_feature_creation
  • bluecast.tests.test_feature_selection
  • bluecast.tests.test_feature_type_detector
  • bluecast.tests.test_fine_tune
  • bluecast.tests.test_get_params_based_on_device
  • bluecast.tests.test_infrequent_categories
  • bluecast.tests.test_load_for_production
  • bluecast.tests.test_nonconformity_measures
  • bluecast.tests.test_nonconformity_measures_regression
  • bluecast.tests.test_nulls_and_infs
  • bluecast.tests.test_onehot_encoding
  • bluecast.tests.test_orchestration
  • bluecast.tests.test_parameter_tuning_utils
  • bluecast.tests.test_preprocessing_recipes
  • bluecast.tests.test_remove_collinearity
  • bluecast.tests.test_save_out_of_fold_data
  • bluecast.tests.test_save_to_production
  • bluecast.tests.test_schema_checks
  • bluecast.tests.test_shap_explanations
  • bluecast.tests.test_target_encoding_binary
  • bluecast.tests.test_target_encoding_multiclass
  • bluecast.tests.test_train_test_split
  • bluecast.tests.test_welcome
  • bluecast.tests.test_xgboost
  • bluecast.tests.test_xgboost_custom
  • bluecast.tests.test_xgboost_regression
  • bluecast.tests.test_xgboost_regression_custom