utilities.rst

Utilities

Interpretable Input

.. autoclass:: captum.attr.InterpretableInput
    :members:

.. autoclass:: captum.attr.TextTemplateInput
    :members:

.. autoclass:: captum.attr.TextTokenInput
    :members:

Visualization

.. autofunction:: captum.attr.visualization.visualize_image_attr

.. autofunction:: captum.attr.visualization.visualize_image_attr_multiple

.. autofunction:: captum.attr.visualization.visualize_timeseries_attr

Interpretable Embeddings

.. autoclass:: captum.attr.InterpretableEmbeddingBase
    :members:

.. autofunction:: captum.attr.configure_interpretable_embedding_layer

.. autofunction:: captum.attr.remove_interpretable_embedding_layer

Token Reference Base

.. autoclass:: captum.attr.TokenReferenceBase
    :members:

Linear Models

.. autoclass:: captum._utils.models.model.Model
    :members:

.. autoclass:: captum._utils.models.linear_model.SkLearnLinearModel
    :members:

.. autoclass:: captum._utils.models.linear_model.SkLearnLinearRegression
    :members:

.. autoclass:: captum._utils.models.linear_model.SkLearnLasso
    :members:

.. autoclass:: captum._utils.models.linear_model.SkLearnRidge
    :members:

.. autoclass:: captum._utils.models.linear_model.SGDLinearModel
    :members:

.. autoclass:: captum._utils.models.linear_model.SGDLasso
    :members:

.. autoclass:: captum._utils.models.linear_model.SGDRidge
    :members:

Baselines

.. autoclass:: captum.attr.ProductBaselines
    :members: