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81

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other

18

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

spn deep-learning mixture-model graphical-models machine-learning tensorflow-models sum-product-networks

Created 2018-03-20

647 commits to master branch, last one about a year ago

39

252

unknown

22

A structured list of resources about Sum-Product Networks (SPNs)

spn code literature sum-product-networks

Created 2016-07-10

135 commits to master branch, last one 3 years ago

25

93

mit

4

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

learned-database machine-learning sum-product-networks cardinality-estimation learned-database-components approximate-query-processing

Created 2020-02-19

5 commits to master branch, last one 4 years ago

10

76

apache-2.0

12

Probabilistic programming system for fast and exact symbolic inference

pldi sum-product-networks programming-languages probabilistic-inference probabilistic-programming

Created 2019-08-14

737 commits to master branch, last one 7 months ago

8

60

mit

3

A Python Library for Deep Probabilistic Modeling

normalizing-flows probabilistic-models sum-product-networks probabilistic-circuits

Created 2021-09-27

118 commits to main branch, last one about a month ago