All modules for which code is available

• causal_agent.agent
• causal_agent.components.dataset_analyzer
• causal_agent.components.decision_tree
• causal_agent.components.decision_tree_llm
• causal_agent.components.explanation_generator
• causal_agent.components.input_parser
• causal_agent.components.method_validator
• causal_agent.components.output_formatter
• causal_agent.components.query_interpreter
• causal_agent.components.state_manager
• causal_agent.methods.backdoor_adjustment.diagnostics
• causal_agent.methods.backdoor_adjustment.estimator
• causal_agent.methods.backdoor_adjustment.llm_assist
• causal_agent.methods.causal_method
• causal_agent.methods.diff_in_means.diagnostics
• causal_agent.methods.diff_in_means.estimator
• causal_agent.methods.diff_in_means.llm_assist
• causal_agent.methods.difference_in_differences.diagnostics
• causal_agent.methods.difference_in_differences.estimator
• causal_agent.methods.difference_in_differences.llm_assist
• causal_agent.methods.difference_in_differences.utils
• causal_agent.methods.generalized_propensity_score.diagnostics
• causal_agent.methods.generalized_propensity_score.estimator
• causal_agent.methods.generalized_propensity_score.llm_assist
• causal_agent.methods.instrumental_variable.diagnostics
• causal_agent.methods.instrumental_variable.estimator
• causal_agent.methods.instrumental_variable.llm_assist
• causal_agent.methods.linear_regression.diagnostics
• causal_agent.methods.linear_regression.estimator
• causal_agent.methods.linear_regression.llm_assist
• causal_agent.methods.propensity_score.base
• causal_agent.methods.propensity_score.diagnostics
• causal_agent.methods.propensity_score.llm_assist
• causal_agent.methods.propensity_score.matching
• causal_agent.methods.propensity_score.weighting
• causal_agent.methods.regression_discontinuity.diagnostics
• causal_agent.methods.regression_discontinuity.estimator
• causal_agent.methods.regression_discontinuity.llm_assist
• causal_agent.methods.utils
• causal_agent.synthetic.generator
• causal_agent.synthetic.prompts
• causal_agent.synthetic.util
• causal_agent.tools.data_analyzer
• causal_agent.tools.method_validator_tool
• causal_agent.utils.llm_helpers
• langchain.tools