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7 search results found

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

Probabilistic programming system for fast and exact symbolic probabilistic inference

Sumproductnetworks.jl ⭐ 36

Sum-product networks in Julia.

Simple Einet ⭐ 16

An implementation of EinsumNetworks in PyTorch.

🔆 A Python implementation of a sum-product network with gaussian processes leafs model (SPNGP, arXiv:1809.04400) 📃

Deepdb Public ⭐ 13

Implementation of DeepDB: Learn from Data, not from Queries!

Deepstructuredmixtures ⭐ 7

Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)

Deepnotebooks ⭐ 5

DeepNotebooks is an automated statistical analysis tool build on top of SPNs. They are currently being developed by Claas Völcker at the ML group at TU Darmstadt.

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