tractable-inference

There are 8 repositories under tractable-inference topic.

arranger1044/probabilistic-circuits
A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.
Language:CSS48 4 07
april-tools/gekcs
How to Turn Your Knowledge Graph Embeddings into Generative Models
Language:Python46 3 05
april-tools/squared-npcs
Squared Non-monotonic Probabilistic Circuits
Language:Python19 3 00
AndyShih12/mac
PyTorch implementation for "Training and Inference on Any-Order Autoregressive Models the Right Way", NeurIPS 2022 Oral, TPM 2023 Best Paper Honorable Mention
Language:Python11 2 13
april-tools/april-tools.github.io
headquarters of the April team in Edinburgh
Language:SCSS4 1 14
aicenter/SumProductSet.jl
Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs
Language:Julia1 8 00
april-tools/.github
Headquarters of the APRIL research lab
0 1 00
mlnpapez/GraphSPN
GraphSPNs: Sum-Product Networks Benefit From Canonical Orderings
Language:Python00