april-tools / gekcs Star 47 Code Issues Pull requests How to Turn Your Knowledge Graph Embeddings into Generative Models generative-model link-prediction knowledge-graph-embeddings probabilistic-circuits tractable-queries tractable-inference Updated Jul 10, 2024 Python
thtran97 / Knowledge-Compilers Star 7 Code Issues Pull requests A Python (re-)implementation of some known knowledge compilers compiler binary-decision-diagrams conjunctive-normal-form knowledge-compilation cnf2ddnnf negation-normal-form sentential-decision-diagram tractable-queries Updated Jul 10, 2021 Python
aicenter / SumProductSet.jl Star 1 Code Issues Pull requests Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs deep-learning generative-model symmetry sum-product-networks probabilistic-circuits tractable-queries tractable-inference permutation-invariance exchangeability tree-structured-graphs finite-point-processes finite-random-sets Updated Feb 23, 2024 Julia
mlnpapez / GraphSPN Star 0 Code Issues Pull requests GraphSPNs: Sum-Product Networks Benefit From Canonical Orderings deep-learning graphs symmetry sum-product-networks molecule-generation molecular-graphs probabilistic-circuits tractable-queries tractable-inference permutation-invariance exchangeability Updated Aug 12, 2024 Python