y0 0.2.12-dev Documentation

Getting Started

• Installation
  • Installing from git
  • Installing for development
• Internal DSL
  • PP
  • CounterfactualVariable
  • Distribution
  • Element
  • Event
  • Expression
  • Fraction
  • Intervention
  • One
  • P
  • Population
  • PopulationProbability
  • Probability
  • Product
  • Q
  • QFactor
  • Sum
  • Variable
  • Zero
  • ensure_ordering()
  • vmap_adj()
  • vmap_pairs()
• Parser
  • parse_causaleffect()
  • parse_y0()
• Graph
  • DEFAULT_TAG
  • DEFULT_PREFIX
  • CausalEffectGraph
  • NxMixedGraph
  • set_latent()
• Graph Mutation
• Graph Examples
  • Example
  • frontdoor
  • napkin
  • verma_1
• Mutation
  • bayes_expand()
  • canonical_expr_equal()
  • canonicalize()
  • chain_expand()
  • fraction_expand()
• Conditional Independence and Separation
  • Policy
  • add_ci_undirected_edges()
  • are_d_separated()
  • get_conditional_independencies()
  • minimal()
  • test_conditional_independencies()
  • Falsifications
  • get_falsifications()
  • get_graph_falsifications()
  • are_sigma_separated()
  • get_equivalence_classes()
  • is_z_sigma_open()
• Identification
  • Identification
  • Transport
  • Identification
  • Query
  • Unidentifiable
  • cyclic_id()
  • id_star()
  • idc()
  • idc_star()
  • identify()
  • identify_outcomes()
  • rule_2_of_do_calculus_applies()
• Tian Identification
  • compute_ancestral_set_q_value()
  • compute_c_factor()
  • compute_c_factor_conditioning_on_topological_predecessors()
  • compute_c_factor_marginalizing_over_topological_successors()
  • compute_q_value_of_variables_with_low_topological_ordering_indices()
  • identify_district_variables()
• Transport
  • TransportQuery
  • identify_target_outcomes()
  • trso()
• Counterfactual Transport
  • CFTDomain
  • ConditionalCFTResult
  • UnconditionalCFTResult
  • conditional_cft()
  • transport_conditional_counterfactual_query()
  • transport_unconditional_counterfactual_query()
  • unconditional_cft()
• Latent Variable DAGs
  • SimplifyResults
  • evans_simplify()
  • remove_redundant_latents()
  • remove_unidirectional_latents()
  • remove_widow_latents()
  • simplify_latent_dag()
  • transform_latents_with_parents()
  • Result
  • draw_results()
  • taheri_design_admg()
  • taheri_design_dag()
• Hierarchical Graphs
  • y0.hierarchical Module
• Data Structures
  • DSeparationJudgement
  • VermaConstraint
• Command Line Interface
  • y0

Indices and Tables

• Index

• Module Index

• Search Page