Add support for graphical simulators#487

Open

daniel-habermann wants to merge 18 commits intobayesflow-org:devfrom

daniel-habermann:graphical-simulator

Commits on Jul 1, 2025

initial commit
daniel-habermann
committed
add networkx to project dependencies
daniel-habermann
committed
initial implementation GraphicalSimulator
daniel-habermann
committed
samples method of GraphicalSimulator now returns a dict of appropriately shaped numpy arrays
daniel-habermann
committed
add irt_simulator and threelevel_simulator
daniel-habermann
committed
enable sampling_fn with no arguments for non root nodes, change output dimensionality rules for sample method
daniel-habermann
committed
add one and three-level example simulators
daniel-habermann
committed
allow root node repetitions
daniel-habermann
committed
export GraphicalSimulator
daniel-habermann
committed
rename sampling_fn argument to sample_fn in GraphicalSimulator.add_node method
daniel-habermann
committed
move example simulators to own submodule
daniel-habermann
committed
add unit tests for single level graphical model
daniel-habermann
committed
add unit tests for two_level and irt graphical simulators
daniel-habermann
committed
rename GraphicalSimulator._call_sampling_fn to _call_sample_fn to reflect renamed sample method argument
daniel-habermann
committed
rename examples in graphical_simulator.example_simulators
daniel-habermann
committed
update description of **kwargs parameter in GraphicalSimulator.sample docstring
daniel-habermann
committed
remove unused is_root_node function
daniel-habermann
committed

Commits on Jul 6, 2025

use 0-based index for internal representation
daniel-habermann
committed