chmncc.probabilistic_circuits package

Submodules

chmncc.probabilistic_circuits.GatingFunction module

Gating function

class chmncc.probabilistic_circuits.GatingFunction.DenseGatingFunction(beta, gate_layers=[128, 256, 256], num_reps=1, gate_dropout=None, device='cpu')

Bases: Module

_is_full_backward_hook: bool | None

forward(x)

Defines the computation performed at every call.

Should be overridden by all subclasses.

Note

Although the recipe for forward pass needs to be defined within this function, one should call the Module instance afterwards instead of this since the former takes care of running the registered hooks while the latter silently ignores them.

get_output(x)

init_weights(m)

initialize()

move_on_device(device: str)

training: bool

chmncc.probabilistic_circuits.compute_mpe module

Module contents

Module concerning the probabilistic circuits