pgmpy.datasets.list_datasets

pgmpy.datasets.list_datasets(**filter_tags) → list[str]

Returns a list of all available datasets, optionally filtered by a query string.

Parameters:

**filter_tagsoptional arguments

If specified, returns only datasets matching the provided tag filters. Any dataset tag can be used as a filter. Available tags:

• n_variables

• n_samples

• has_ground_truth

• has_expert_knowledge

• has_missing_data

• is_simulated

• is_interventional

• is_discrete

• is_continuous

• is_mixed

• is_ordinal

Returns:

list of str

A sorted list of available dataset names.

Examples

>>> from pgmpy.datasets import list_datasets
>>> list_datasets()
['abalone_continuous', 'abalone_mixed', ..., 'sachs_continuous', ...]

>>> list_datasets(is_discrete=True, has_ground_truth=True)
['sachs_discrete']