mini-causal

Contents:

  • Introduction
    • What is Causal Analysis?
    • Use Cases
    • Key Features of Mini-Causal
    • What’s New in v0.4.2
  • Installation
    • Prerequisites
    • Installation Methods
      • Using pip (Recommended)
      • From Source
      • Virtual Environment (Recommended)
    • Dependencies
    • Optional Dependencies
    • Verifying Installation
  • Causality Module
    • Classes
      • CausalModels
        • CausalModels
      • CausalModelsClassifier
        • CausalModelsClassifier
      • CausalModelsRegression
        • CausalModelsRegression
  • Causal Counter Module
    • Classes
      • CausalCounterfactual
      • CausalCounterfactualClassifier
      • CausalCounterfactualRegression
  • Partial Counter Module
    • Classes
      • PartialCounterfactual
        • PartialCounterfactual
      • PartialCounterfactualClassifier
        • PartialCounterfactualClassifier
      • PartialCounterfactualRegression
        • PartialCounterfactualRegression
  • Examples
    • Available Notebooks
      • Causal Models (Classifier)
      • Causal Counterfactual
      • Partial Counterfactual (Prostate Dataset)
    • Running the Examples
      • Prerequisites
      • Launching Jupyter
    • Tips for Working with Examples
  • Contributing
    • How to Report an Issue
    • Development Setup
    • Running Tests
    • Code Style and Quality
    • Workflow for Contributions
    • Pull Request Checklist
    • Review Process
    • Acknowledgements
  • License
    • Full License Text
    • What This Means
    • Attribution
mini-causal
  • Index

Index

A | C | I | P

A

  • average_causal_effect (CausalModels attribute)
    • (CausalModelsClassifier attribute)
    • (CausalModelsRegression attribute)
  • average_causal_effect() (CausalModels method)
  • average_causal_effect_probs (CausalModelsClassifier attribute)
    • (CausalModelsRegression attribute)
  • average_causal_effect_probs() (CausalModelsClassifier method)
  • average_causal_effect_resid (CausalModels attribute)
    • (CausalModelsClassifier attribute)
    • (CausalModelsRegression attribute)
  • average_causal_effect_resid() (CausalModels method)

C

  • CausalModels (class in mini_causal.causality)
  • CausalModelsClassifier (class in mini_causal.causality)
  • CausalModelsRegression (class in mini_causal.causality)

I

  • individual_causal_effects (CausalModels attribute)
    • (CausalModelsClassifier attribute)
    • (CausalModelsRegression attribute)
  • individual_causal_effects() (CausalModels method)
  • individual_causal_effects_probs (CausalModelsClassifier attribute)
    • (CausalModelsRegression attribute)
  • individual_causal_effects_probs() (CausalModelsClassifier method)
  • individual_causal_effects_resid (CausalModels attribute)
    • (CausalModelsClassifier attribute)
    • (CausalModelsRegression attribute)
  • individual_causal_effects_resid() (CausalModels method)

P

  • PartialCounterfactual (class in mini_causal.partial_counter)
  • PartialCounterfactualClassifier (class in mini_causal.partial_counter)
  • PartialCounterfactualRegression (class in mini_causal.partial_counter)

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