torch\_concepts.data.base.dataset.ConceptDataset
================================================

.. currentmodule:: torch_concepts.data.base.dataset

.. autoclass:: ConceptDataset

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~ConceptDataset.__init__
      ~ConceptDataset.add_exogenous
      ~ConceptDataset.add_scaler
      ~ConceptDataset.build
      ~ConceptDataset.download
      ~ConceptDataset.load
      ~ConceptDataset.load_raw
      ~ConceptDataset.maybe_build
      ~ConceptDataset.maybe_download
      ~ConceptDataset.maybe_reduce_annotations
      ~ConceptDataset.remove_exogenous
      ~ConceptDataset.set_concepts
      ~ConceptDataset.set_graph
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~ConceptDataset.annotations
      ~ConceptDataset.concept_names
      ~ConceptDataset.exogenous
      ~ConceptDataset.graph
      ~ConceptDataset.has_concepts
      ~ConceptDataset.has_exogenous
      ~ConceptDataset.n_concepts
      ~ConceptDataset.n_exogenous
      ~ConceptDataset.n_features
      ~ConceptDataset.n_samples
      ~ConceptDataset.processed_filenames
      ~ConceptDataset.processed_paths
      ~ConceptDataset.raw_filenames
      ~ConceptDataset.raw_paths
      ~ConceptDataset.root_dir
      ~ConceptDataset.shape