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GitHub topics: probabilistic-circuits

april-tools/cirkit

a python framework to build, learn and reason about probabilistic circuits and tensor networks

Language: Python - Size: 31.1 MB - Last synced at: 10 days ago - Pushed at: about 2 months ago - Stars: 100 - Forks: 11

mlnpapez/PGC

Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs

Language: Python - Size: 3.51 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Tractables/ProbabilisticCircuits.jl

Probabilistic Circuits from the Juice library

Language: Julia - Size: 10.8 MB - Last synced at: 12 days ago - Pushed at: 12 months ago - Stars: 106 - Forks: 11

deeprob-org/deeprob-kit

A Python Library for Deep Probabilistic Modeling

Language: Python - Size: 322 KB - Last synced at: 30 days ago - Pushed at: 8 months ago - Stars: 60 - Forks: 9

ermongroup/SPN_Variational_Inference

PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020

Language: Python - Size: 1.45 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 2

april-tools/colorai

Website for the AAAI'25 Workshop on "Connectin Low-Rank Representations in AI"

Language: SCSS - Size: 1.01 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

april-tools/aaai25-tf-pc-tutorial

Materials for the AAAI'25 tutorial "From Tensor Factorizations to Circuits (and Back)"

Language: SCSS - Size: 219 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

trappmartin/DeepStructuredMixtures

Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)

Language: Julia - Size: 50.8 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 5

trappmartin/AdvancedProbabilisticCircuits.jl

Probabilistic Circuits in Julia

Language: Julia - Size: 35.2 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 2

april-tools/squared-npcs

Squared Non-monotonic Probabilistic Circuits

Language: Python - Size: 167 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 19 - Forks: 0

ermongroup/HyperSPN

PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021

Language: Python - Size: 17.6 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 2

uiuctml/Sum-Product-Networks

C++ implementation of parameter learning algorithms for Sum-Product Networks, aka Probabilistic Circuits

Language: C++ - Size: 1.23 MB - Last synced at: 3 days ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 4

mlnpapez/GraphSPN

GraphSPNs: Sum-Product Networks Benefit From Canonical Orderings

Language: Python - Size: 1.14 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

aicenter/SumProductSet.jl

Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs

Language: Julia - Size: 781 KB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

april-tools/gekcs

How to Turn Your Knowledge Graph Embeddings into Generative Models

Language: Python - Size: 102 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 38 - Forks: 3

PatrickTourniaire/Negative-Gaussian-Mixture-Model

Undergraduate honours project exploring learning Gaussian Mixture Models with negative components.

Language: Jupyter Notebook - Size: 34.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

trappmartin/SumProductNetworksSlides

Barebone slides introducing sum-product networks.

Language: TeX - Size: 337 KB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

AlCorreia/cm-tpm

Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models

Language: Jupyter Notebook - Size: 52.7 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

breandan/markovian 📦

🎲 A Kotlin DSL for probabilistic programming.

Language: Java - Size: 4.7 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 2