Python Module Index

c
 
c
causal_agent
    causal_agent.components
    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
    causal_agent.methods.backdoor_adjustment
    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
    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
    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
    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
    causal_agent.methods.instrumental_variable.diagnostics
    causal_agent.methods.instrumental_variable.estimator
    causal_agent.methods.instrumental_variable.llm_assist
    causal_agent.methods.linear_regression
    causal_agent.methods.linear_regression.diagnostics
    causal_agent.methods.linear_regression.estimator
    causal_agent.methods.linear_regression.llm_assist
    causal_agent.methods.propensity_score
    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
    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.prompts
    causal_agent.prompts.dataset_analysis_prompts
    causal_agent.prompts.method_identification_prompts
    causal_agent.prompts.prompts
    causal_agent.prompts.regression_prompts
    causal_agent.prompts.result_interpretation_prompts
    causal_agent.synthetic
    causal_agent.synthetic.generator
    causal_agent.synthetic.prompts
    causal_agent.synthetic.util
    causal_agent.tools
    causal_agent.tools.data_analyzer
    causal_agent.tools.dataset_analyzer_tool
    causal_agent.tools.explanation_generator_tool
    causal_agent.tools.input_parser_tool
    causal_agent.tools.method_executor_tool
    causal_agent.tools.method_selector_tool
    causal_agent.tools.method_validator_tool
    causal_agent.tools.output_formatter_tool
    causal_agent.tools.query_interpreter_tool
    causal_agent.utils
    causal_agent.utils.llm_helpers