Challenge Creation

Base classes and helpers to create new challenges.

BaseChallenge()

Base class for all challenges.

Functions

collect_cv_results(cv_results)	Collect the cross-validation results into a pandas DataFrame.
collect_cv_metadata(dataset)	Collect the cross-validation metadata.
collect_opti_results(cv_results)	Collect the optimization results.
save_cv_results(cv_results, cv_metadata, ...)	Save CV results extracted using collect_cv_results and collect_cv_metadata to a folder.
save_opti_results(opti_results, folder_path)	Save optimization results extracted using collect_opti_results to a folder.
load_cv_results(folder_path[, filename, ...])	Load the results of a cross-validation from a folder.
load_opti_results(folder_path[, filename])	Load the results of an optimization from a folder.
resolve_dataset(dataset, path_or_dataset_class)	Resolve a dataset-instance given a path or an instance of the dataset class.

Types

CvMetadata

Metadata about the cross-validation.