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.

PC Structure Transformation

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.

PC Compilation

compile

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

IO

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