Domain-Agnostic Causal Simulation Engine with Mixed Variable Types

Documentation for package ‘lepidoptera’ version 0.1.2

add_dependency	Add a dependency (edge set + mechanism) to a system
add_feature	Add a feature to a system
compare	Compare baseline and intervened populations
copula_mechanism	Copula-based dependency mechanism
do_distribution	Intervention: replace a feature's generative distribution
do_fix	Intervention: fix a feature to a constant value
export_system	Export a system to JSON or YAML
feature_spec	Declare a feature
feature_types	Valid feature types
finalize_system	Finalize and validate a system
import_system	Import a system from JSON or YAML
learned_mechanism	Fit a mechanism directly from observed data
list_copula_families	List available copula families
llm_mechanism	A mechanism whose value is generated by an LLM call
mechanism_library_get	Look up a pre-built mechanism factory from the library
mechanism_override	Intervention: override a feature's mechanism entirely
model_mechanism	Wrap a pre-fitted model as a generative mechanism
new_system	Create an empty system
plot_graph	Plot a system's dependency graph
propagate	Apply interventions and propagate their effects
register_mechanism	Register a custom mechanism
shift	Intervention: shift the value a feature would otherwise take
simulate	Simulate a population from a system