Patra Model Card Toolkit
  • AIModel
  • BiasAnalysis
  • ExplainabilityAnalysis
  • Metric
  • ModelCard
  • ModelCardJSONEncoder
  • BiasAnalyzer
  • ExplainabilityAnalyser
Patra Model Card Toolkit
  • Index

Index

A | B | C | D | E | M | P | R | S | V

A

  • add_metric() (patra_toolkit.patra_model_card.AIModel method)
  • AIModel (class in patra_toolkit.patra_model_card)

B

  • BiasAnalysis (class in patra_toolkit.patra_model_card)
  • BiasAnalyzer (class in patra_toolkit.fairlearn_bias)

C

  • calculate_bias_metrics() (patra_toolkit.fairlearn_bias.BiasAnalyzer method)

D

  • default() (patra_toolkit.patra_model_card.ModelCardJSONEncoder method), [1]

E

  • ExplainabilityAnalyser (class in patra_toolkit.shap_xai)
  • ExplainabilityAnalysis (class in patra_toolkit.patra_model_card)

M

  • Metric (class in patra_toolkit.patra_model_card)
  • ModelCard (class in patra_toolkit.patra_model_card)
  • ModelCardJSONEncoder (class in patra_toolkit.patra_model_card)
  • module
    • patra_toolkit.fairlearn_bias
    • patra_toolkit.patra_model_card
    • patra_toolkit.shap_xai

P

  • patra_toolkit.fairlearn_bias
    • module
  • patra_toolkit.patra_model_card
    • module
  • patra_toolkit.shap_xai
    • module
  • populate_bias() (patra_toolkit.patra_model_card.ModelCard method)
  • populate_model_structure() (patra_toolkit.patra_model_card.AIModel method)
  • populate_requirements() (patra_toolkit.patra_model_card.ModelCard method)
  • populate_xai() (patra_toolkit.patra_model_card.ModelCard method)

R

  • remove_nulls() (patra_toolkit.patra_model_card.AIModel method)

S

  • save() (patra_toolkit.patra_model_card.ModelCard method)
  • submit() (patra_toolkit.patra_model_card.ModelCard method)

V

  • validate() (patra_toolkit.patra_model_card.ModelCard method)

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