pyjuice

PC Creation

`inputs`	Construct a vector of input nodes defined on the same variable and have the same input distribution.
`multiply`	Construct a vector of product nodes given a list of children PCs defined on disjoint sets of variables.
`summate`	Construct a vector of sum nodes given a list of children PCs defined on the same sets of variables.
`set_block_size`	Context-manager that sets the block size of PC nodes constructed by inputs, multiply, and summate.
`structural_properties`	Context-manager that controls the assertions of circuit structural properties, including smoothness and decomposability.

`merge`	Merge nodes with identical region node together.
`blockify`	Generate an equivalent PC with potentially high block sizes.
`unblockify`	Decrease the block size of a PC.
`deepcopy`	Create a deepcopy of the input PC.

`grow`	Grow a PC by creating duplicates of all nodes (except for the root node).
`prune_by_score`	Prune sum-edge connections from a PC based on per-edge scores, returning a new, sparser PC.
`bump_block_size`	Return a copy of a node group whose block size is increased to block_size (which must be a multiple of the current block size and divide the number of nodes), re-packing its parameters and edges accordingly.

Compile a PC represented by a DAG into an equivalent torch.nn.Module.

`load`	Load a PC from file.
`save`	Save a PC to file.