sum-product-networks topic
awesome-spn
A structured list of resources about Sum-Product Networks (SPNs)
SPFlow
Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks
sppl
Probabilistic programming system for fast and exact symbolic inference
deepdb-public
Implementation of DeepDB: Learn from Data, not from Queries!
spyn
Sum-Product Network learning routines in python
SumProductNetworks.jl
Sum-product networks in Julia.
deeprob-kit
A Python Library for Deep Probabilistic Modeling
spngp
:high_brightness: A Python implementation of a sum-product network with gaussian processes leafs model (SPNGP, arXiv:1809.04400) :page_with_curl:
SPN_Variational_Inference
PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020
simple-einet
An implementation of EinsumNetworks in PyTorch.