NoBias
latest

Tutorial:

  • Installation
  • Equal Treatment Inspector

Documentation:

  • Fairness Audits: Demographic Parity Inspector
  • API
NoBias
  • Index
  • Edit on GitHub

Index

E | F | G | M | N | P

E

  • explanation_predict() (nobias.audits.ExplanationAudit method)
  • explanation_predict_proba() (nobias.audits.ExplanationAudit method)
  • ExplanationAudit (class in nobias.audits)

F

  • fit() (nobias.audits.ExplanationAudit method)
  • fit_audit_detector() (nobias.audits.ExplanationAudit method)
  • fit_model() (nobias.audits.ExplanationAudit method)

G

  • get_auc_f_val() (nobias.audits.ExplanationAudit method)
  • get_auc_val() (nobias.audits.ExplanationAudit method)
  • get_coefs() (nobias.audits.ExplanationAudit method)
  • get_explanations() (nobias.audits.ExplanationAudit method)
  • get_gmodel_type() (nobias.audits.ExplanationAudit method)
  • get_linear_coefs() (nobias.audits.ExplanationAudit method)
  • get_model_type() (nobias.audits.ExplanationAudit method)
  • get_split_data() (nobias.audits.ExplanationAudit method)

M

  • module
    • nobias.audits

N

  • nobias.audits
    • module

P

  • predict() (nobias.audits.ExplanationAudit method)
  • predict_proba() (nobias.audits.ExplanationAudit method)

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