causal-falsify

Documentation

  • Algorithms
    • Hierarchical Graphical Independence Constraint (HGIC) Test
    • Mechanism Independence Test (MINT)
    • Transportability-Based Test
  • causal_falsify package
    • Subpackages
      • causal_falsify.algorithms package
        • Submodules
      • causal_falsify.utils package
        • Submodules
  • Issues & Contact
  • Citing
causal-falsify
  • causal_falsify package
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causal_falsify package

Subpackages

  • causal_falsify.algorithms package
    • Submodules
      • causal_falsify.algorithms.abstract module
        • AbstractFalsificationAlgorithm
      • causal_falsify.algorithms.hgic module
        • HGIC
      • causal_falsify.algorithms.mint module
        • MINT
      • causal_falsify.algorithms.transport module
        • TransportabilityTest
  • causal_falsify.utils package
    • Submodules
      • causal_falsify.utils.cond_indep module
        • fisherz()
        • kcit_rbf()
      • causal_falsify.utils.mint module
        • bootstrap_model_fitting_jax()
        • bootstrapped_permutation_independence_test()
        • compute_offdiag_block_frobnorm()
        • create_polynomial_representation()
        • cross_val_mse()
        • fit_linear_regression()
        • fit_logistic_regression()
        • fit_model_jax()
        • permutation_independence_test()
        • resample_until_enough_unique()
        • validate_matrix()
      • causal_falsify.utils.simulate_data module
        • create_polynomial_representation()
        • simulate_data()
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