Visualization API ================= Visualization tools for analysing and communicating unlearning results. Embedding Plots --------------- .. automodule:: erasus.visualization.embeddings :members: :show-inheritance: Loss Curves ----------- .. automodule:: erasus.visualization.loss_curves :members: Feature Plots ------------- .. automodule:: erasus.visualization.feature_plots :members: MIA Plots --------- .. automodule:: erasus.visualization.mia_plots :members: Gradient Analysis ----------------- .. automodule:: erasus.visualization.gradients :members: Loss Surfaces ------------- .. automodule:: erasus.visualization.surfaces :members: Attention Maps -------------- .. automodule:: erasus.visualization.attention :members: Comparison Plots ---------------- .. automodule:: erasus.visualization.comparisons :members: Activation Analysis ------------------- .. automodule:: erasus.visualization.activation :members: Influence Maps -------------- .. automodule:: erasus.visualization.influence_maps :members: Cross-Modal ----------- .. automodule:: erasus.visualization.cross_modal :members: Reports ------- .. automodule:: erasus.visualization.reports :members: Interactive ----------- .. automodule:: erasus.visualization.interactive :members: