pyjuice.structures

HCLT

Construct Hidden Chow-Liu Trees (https://arxiv.org/pdf/2106.02264.pdf).

HMM

Constructs Hidden Markov Models.

GeneralizedHMM

Constructs Hidden Markov Models.

RAT_SPN

Generate Random and Tensorized SPNs (https://proceedings.mlr.press/v115/peharz20a/peharz20a.pdf)

PD

Generate PCs with the PD structure (https://arxiv.org/pdf/1202.3732.pdf).

PDHCLT

Generate a PD-structured PC (see PD()) whose leaf regions are modeled by data-dependent HCLTs (see HCLT()) instead of plain input distributions.