API Reference#
columnflow.calibration
columnflow.production
columnflow.selection
columnflow.ml
MLModel
MLModel.single_config
MLModel.folds
MLModel.store_name
MLModel.analysis_inst
MLModel.parameters
MLModel.used_datasets
MLModel.used_columns
MLModel.produced_columns
MLModel.parameter_pairs()
MLModel.accepts_scheduler_messages
MLModel.get_scheduler_messages()
MLModel.setup()
MLModel.requires()
MLModel.training_configs()
MLModel.training_calibrators()
MLModel.training_selector()
MLModel.training_producers()
MLModel.sandbox()
MLModel.datasets()
MLModel.uses()
MLModel.produces()
MLModel.output()
MLModel.open_model()
MLModel.train()
MLModel.evaluate()
columnflow.inference
ParameterType
ParameterTransformation
ParameterTransformations
InferenceModel
InferenceModel.name
InferenceModel.config_inst
InferenceModel.config_callbacks
InferenceModel.model
InferenceModel.YamlDumper
InferenceModel.inference_model()
InferenceModel.model_spec()
InferenceModel.category_spec()
InferenceModel.process_spec()
InferenceModel.parameter_spec()
InferenceModel.parameter_group_spec()
InferenceModel.require_shapes_for_parameter()
InferenceModel.to_yaml()
InferenceModel.pprint()
InferenceModel.get_categories()
InferenceModel.get_category()
InferenceModel.has_category()
InferenceModel.add_category()
InferenceModel.remove_category()
InferenceModel.get_processes()
InferenceModel.get_process()
InferenceModel.has_process()
InferenceModel.add_process()
InferenceModel.remove_process()
InferenceModel.get_parameters()
InferenceModel.get_parameter()
InferenceModel.has_parameter()
InferenceModel.add_parameter()
InferenceModel.remove_parameter()
InferenceModel.get_parameter_groups()
InferenceModel.get_parameter_group()
InferenceModel.has_parameter_group()
InferenceModel.add_parameter_group()
InferenceModel.remove_parameter_group()
InferenceModel.add_parameter_to_group()
InferenceModel.remove_parameter_from_groups()
InferenceModel.get_categories_with_process()
InferenceModel.get_processes_with_parameter()
InferenceModel.get_categories_with_parameter()
InferenceModel.get_groups_with_parameter()
InferenceModel.cleanup()
InferenceModel.remove_empty_categories()
InferenceModel.remove_dangling_parameters_from_groups()
InferenceModel.remove_empty_parameter_groups()
InferenceModel.iter_processes()
InferenceModel.iter_parameters()
InferenceModel.scale_process()
inference_model()
columnflow.plotting
columnflow.tasks
columnflow.util
columnflow.columnar_util
columnflow.config_util