gfn.gym.helpers.bayesian_structure.factories
============================================

.. py:module:: gfn.gym.helpers.bayesian_structure.factories


Functions
---------

.. autoapisummary::

   gfn.gym.helpers.bayesian_structure.factories.get_data
   gfn.gym.helpers.bayesian_structure.factories.get_prior
   gfn.gym.helpers.bayesian_structure.factories.get_scorer


Module Contents
---------------

.. py:function:: get_data(name, num_nodes, num_edges, num_samples, node_names = None, rng = None)

   Generate Bayesian linear Gaussian data.

   :param name: Data generation method type.
   :type name: str
   :param num_nodes: Number of variables in the graph.
   :type num_nodes: int
   :param num_edges: Number of edges to sample in the graph.
   :type num_edges: int
   :param num_samples: Number of samples to generate.
   :type num_samples: int
   :param node_names: Optional list of node names.
   :type node_names: Optional[List[str]]
   :param rng: Optional random generator instance.
   :type rng: Optional[np.random.Generator]

   :returns: (graph, data, score) where 'score' indicates the scoring method used.
   :rtype: tuple


.. py:function:: get_prior(name)

.. py:function:: get_scorer(graph_name, prior_name, num_nodes, num_edges, num_samples, node_names = None, rng = None)