Index
A
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
M
|
P
|
R
|
S
|
T
|
V
|
X
A
apply_self_attention_rules() (in module xai_methods.chefer_vit)
(xai_methods.chefer_vit.CheferRelevance method)
assert_heatmap_range() (evaluator.evaluate.Evaluate method)
average_subset_explanation_score() (evaluator.fidelity.faithfulness_corr.FaithfulnessCorrelation method)
avg_heads() (in module xai_methods.chefer_vit)
(xai_methods.chefer_vit.CheferRelevance method)
C
calculate_average_batch_plausibility() (evaluator.plausibility.plausibility.Plausibility method)
calculate_iou() (evaluator.plausibility.plausibility.Plausibility method)
calculate_metrics() (evaluator.evaluate.Evaluate method)
calculate_pearsons() (evaluator.fidelity.faithfulness_corr.FaithfulnessCorrelation method)
calculate_plausibility_overlap() (evaluator.plausibility.plausibility.Plausibility method)
calculate_plausibility_remove_iou() (evaluator.plausibility.plausibility.Plausibility method)
CheferRelevance (class in xai_methods.chefer_vit)
cleanup() (xai_methods.chefer_vit.CheferRelevance method)
(xai_methods.gradcam_vit.ViTCAM method)
(xai_methods.rollout_vit.VITAttentionGradRollout method)
(xai_methods.rollout_vit.VITAttentionRollout method)
D
Deletion (class in evaluator.fidelity.deletion)
deletion() (evaluator.fidelity.deletion.Deletion method)
draw_boxes() (evaluator.evaluate.Evaluate method)
E
Evaluate (class in evaluator.evaluate)
evaluation_metric() (evaluator.consistency.consistency.Stability method)
(evaluator.consistency.RIS.RIS method)
(evaluator.consistency.ROS.ROS method)
(evaluator.consistency.SSIM.SSIM method)
evaluator.consistency.consistency
module
evaluator.consistency.RIS
module
evaluator.consistency.ROS
module
evaluator.consistency.SSIM
module
evaluator.evaluate
module
evaluator.fidelity.deletion
module
evaluator.fidelity.faithfulness_corr
module
evaluator.fidelity.insertion
module
evaluator.plausibility.plausibility
module
F
FaithfulnessCorrelation (class in evaluator.fidelity.faithfulness_corr)
forward() (xai_methods.gradcam_vit.HuggingfaceToTensorModelWrapper method)
G
generate() (xai_methods.chefer_vit.CheferRelevance method)
(xai_methods.gradcam_vit.ViTCAM method)
(xai_methods.rollout_vit.VITAttentionGradRollout method)
(xai_methods.rollout_vit.VITAttentionRollout method)
generate_relevance() (in module xai_methods.chefer_vit)
generate_transformed_images() (evaluator.consistency.consistency.Stability method)
generate_visualization() (in module xai_methods.chefer_vit)
get_attention() (xai_methods.chefer_vit.CheferRelevance method)
(xai_methods.rollout_vit.VITAttentionGradRollout method)
(xai_methods.rollout_vit.VITAttentionRollout method)
get_attention_gradient() (xai_methods.chefer_vit.CheferRelevance method)
(xai_methods.rollout_vit.VITAttentionGradRollout method)
get_cam_on_image() (evaluator.evaluate.Evaluate method)
get_idx_list() (evaluator.fidelity.deletion.Deletion method)
(evaluator.fidelity.insertion.Insertion method)
get_rot_bbox_true() (xai_methods.gradcam_vit.ViTCAM method)
grad_rollout() (xai_methods.rollout_vit.VITAttentionGradRollout method)
H
HuggingfaceToTensorModelWrapper (class in xai_methods.gradcam_vit)
I
idx_sample() (evaluator.fidelity.faithfulness_corr.FaithfulnessCorrelation method)
Insertion (class in evaluator.fidelity.insertion)
insertion() (evaluator.fidelity.insertion.Insertion method)
M
modify_input() (evaluator.fidelity.deletion.Deletion method)
(evaluator.fidelity.faithfulness_corr.FaithfulnessCorrelation method)
(evaluator.fidelity.insertion.Insertion method)
module
evaluator.consistency.consistency
evaluator.consistency.RIS
evaluator.consistency.ROS
evaluator.consistency.SSIM
evaluator.evaluate
evaluator.fidelity.deletion
evaluator.fidelity.faithfulness_corr
evaluator.fidelity.insertion
evaluator.plausibility.plausibility
xai_methods.chefer_vit
xai_methods.gradcam_vit
xai_methods.rollout_vit
P
Plausibility (class in evaluator.plausibility.plausibility)
plausibility() (evaluator.plausibility.plausibility.Plausibility method)
plot_deletion_curve() (evaluator.fidelity.deletion.Deletion method)
plot_heatmaps() (xai_methods.gradcam_vit.ViTCAM method)
plot_insertion_curve() (evaluator.fidelity.insertion.Insertion method)
positive_attribution_sum() (evaluator.plausibility.plausibility.Plausibility method)
R
relevance_mass_accuracy() (evaluator.plausibility.plausibility.Plausibility method)
relevance_rank_accuracy() (evaluator.plausibility.plausibility.Plausibility method)
remove_hooks() (xai_methods.chefer_vit.CheferRelevance method)
(xai_methods.rollout_vit.VITAttentionGradRollout method)
(xai_methods.rollout_vit.VITAttentionRollout method)
RIS (class in evaluator.consistency.RIS)
rollout() (xai_methods.rollout_vit.VITAttentionRollout method)
ROS (class in evaluator.consistency.ROS)
S
show_cam_on_image() (in module xai_methods.chefer_vit)
show_mask_on_image() (in module xai_methods.rollout_vit)
SSIM (class in evaluator.consistency.SSIM)
Stability (class in evaluator.consistency.consistency)
T
threshold_heatmap() (evaluator.plausibility.plausibility.Plausibility method)
V
vit_reshape_attention_transform() (in module xai_methods.gradcam_vit)
VITAttentionGradRollout (class in xai_methods.rollout_vit)
VITAttentionRollout (class in xai_methods.rollout_vit)
ViTCAM (class in xai_methods.gradcam_vit)
X
xai_methods.chefer_vit
module
xai_methods.gradcam_vit
module
xai_methods.rollout_vit
module
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