ananke-causal
stable

Getting Started

  • Installation
  • Change Log

API

  • ananke.graphs
  • ananke.models
  • ananke.identification
  • ananke.estimation

Tutorial Notebooks

  • Quickstart
  • Causal Inference with Graphical Models
  • Semiparametric Inference For Causal Effects
  • Identification With Surrogates
  • Linear Structural Equation Models
  • Maximum Likelihood for Binary Data ADMGs
  • Discrete Models for Identification Algorithm Development
ananke-causal
  • Overview: module code

All modules for which code is available

  • ananke.datasets.helpers
  • ananke.estimation.automated_if
  • ananke.estimation.counterfactual_mean
  • ananke.estimation.empirical_plugin
  • ananke.factors.discrete_factor
  • ananke.graphs.admg
  • ananke.graphs.bg
  • ananke.graphs.cg
  • ananke.graphs.dag
  • ananke.graphs.graph
  • ananke.graphs.ig
  • ananke.graphs.missing_admg
  • ananke.graphs.sg
  • ananke.graphs.ug
  • ananke.graphs.vertex
  • ananke.identification.missing_id
  • ananke.identification.one_line
  • ananke.identification.opt_adjust
  • ananke.identification.oracle
  • ananke.inference.variable_elimination
  • ananke.models.bayesian_network
  • ananke.models.binary_nested
  • ananke.models.linear_gaussian_sem
  • ananke.utils

© Copyright 2022, The Ananke Team. Revision a55ed808.

Built with Sphinx using a theme provided by Read the Docs.