Index

A

analyze() (in module trustlens.api)

B

backend_metadata (trustlens.report.TrustReport attribute)

breakdown (trustlens.trust_score.TrustScoreResult attribute) brier_score() (in module trustlens.metrics.calibration)

C

centered_kernel_alignment() (in module trustlens.metrics.representation)

class_imbalance_report() (in module trustlens.metrics.bias) confidence_gap() (in module trustlens.metrics.failure)

D

deployment_explanation (trustlens.report.TrustReport property)

deployment_summary (trustlens.report.TrustReport property)

E

embedding_separability() (in module trustlens.metrics.representation) embeddings (trustlens.report.TrustReport attribute)

equalized_odds() (in module trustlens.metrics.bias) expected_calibration_error() (in module trustlens.metrics.calibration)

F

framework (trustlens.report.TrustReport attribute)

G

grade (trustlens.trust_score.TrustScoreResult attribute)

M

metadata (trustlens.report.TrustReport attribute) misclassification_summary() (in module trustlens.metrics.failure) model (trustlens.report.TrustReport attribute) module trustlens.metrics.bias trustlens.metrics.calibration trustlens.metrics.failure trustlens.metrics.representation trustlens.visualization.fairness

P

patterns (trustlens.report.TrustReport property) plot() (trustlens.report.TrustReport method) plot_bias() (trustlens.report.TrustReport method) plot_embedding_2d() (trustlens.report.TrustReport method) plot_equalized_odds() (in module trustlens.visualization.fairness) plot_equalized_odds_multi() (in module trustlens.visualization.fairness)

plot_error_distribution() (trustlens.report.TrustReport method) plot_fairness_gap() (in module trustlens.visualization.fairness) plot_fairness_gap_multi() (in module trustlens.visualization.fairness) plot_module() (in module trustlens.visualization) plot_residuals() (trustlens.report.TrustReport method) plot_subgroup_performance() (in module trustlens.visualization.fairness) plot_subgroup_performance_multi() (in module trustlens.visualization.fairness)

R

reliability_curve() (in module trustlens.metrics.calibration)

results (trustlens.report.TrustReport attribute)

S

save() (trustlens.report.TrustReport method) score (trustlens.trust_score.TrustScoreResult attribute) show() (trustlens.report.TrustReport method)

show_failures() (trustlens.report.TrustReport method) sub_scores (trustlens.trust_score.TrustScoreResult attribute) subgroup_performance() (in module trustlens.metrics.bias) summary_plot() (trustlens.report.TrustReport method)

T

task_type (trustlens.trust_score.TrustScoreResult attribute) to_dict() (trustlens.report.TrustReport method) trust_score (trustlens.report.TrustReport attribute) trustlens.metrics.bias module trustlens.metrics.calibration module

trustlens.metrics.failure module trustlens.metrics.representation module trustlens.visualization.fairness module TrustReport (class in trustlens.report) TrustScoreResult (class in trustlens.trust_score)

V

verdict (trustlens.trust_score.TrustScoreResult attribute)

W

weights_used (trustlens.trust_score.TrustScoreResult attribute)

X

X (trustlens.report.TrustReport attribute)

Y

y_pred (trustlens.report.TrustReport attribute)

y_prob (trustlens.report.TrustReport attribute) y_true (trustlens.report.TrustReport attribute)