gsnn.gsnn.tests.test_contrastive_explainers

Tests for contrastive interpret explainers.

Functions

test_contrastive_gsnn_explainer_edges(...)
test_contrastive_gsnn_explainer_nodes(...)
test_contrastive_ig_explainer(...)
test_contrastive_occlusion_explainer(...)

Classes

ContrastiveGSNNExplainer(model, data[, ...])	Edge/node mask optimiser for contrastive explanations.
ContrastiveIGExplainer(model, data[, ...])	Edge-level Integrated-Gradients explainer for contrastive questions.
ContrastiveOcclusionExplainer(model, data[, ...])	Simple batched edge occlusion explainer for contrastive questions.

gsnn.gsnn.tests.test_contrastive_explainers.test_contrastive_gsnn_explainer_edges(tiny_gsnn_trained, tiny_data)

gsnn.gsnn.tests.test_contrastive_explainers.test_contrastive_gsnn_explainer_nodes(tiny_gsnn_trained, tiny_data)

gsnn.gsnn.tests.test_contrastive_explainers.test_contrastive_ig_explainer(tiny_gsnn_trained, tiny_data)

gsnn.gsnn.tests.test_contrastive_explainers.test_contrastive_occlusion_explainer(tiny_gsnn_trained, tiny_data)