probabilistic-circuits

There are 0 repository under probabilistic-circuits topic.

ProbabilisticCircuits.jl
Juice-jl / ProbabilisticCircuits.jl
Probabilistic Circuits from the Juice library
probabilistic-circuits probabilistic-reasoning probabilistic-inference tractable-models julia
Language:Julia 101
deeprob-kit
deeprob-org / deeprob-kit
A Python Library for Deep Probabilistic Modeling
normalizing-flows sum-product-networks probabilistic-models probabilistic-circuits
Language:Python 59
april-tools / gekcs
How to Turn Your Knowledge Graph Embeddings into Generative Models
generative-model knowledge-graph-embeddings link-prediction probabilistic-circuits tractable-inference tractable-queries
Language:Python 28
ermongroup / SPN_Variational_Inference
PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020
approximate-inference graphical-models probabilistic-circuits pytorch sum-product-networks variational-inference
Language:Python 15
ermongroup / HyperSPN
PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021
pytorch density-estimation sum-product-networks probabilistic-circuits regularization
Language:Python 13
breandan / markovian
🎲 A Kotlin DSL for probabilistic programming.
bayesian-networks probabilistic-circuits probabilistic-graphical-models probabilistic-programming uncertainty-propagation
Language:Java 12
AlCorreia / cm-tpm
Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models
machine-learning probabilistic-circuits
Language:Jupyter Notebook 11
trappmartin / DeepStructuredMixtures
Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)
machine-learning gaussian-processes sum-product-networks probabilistic-circuits julia-language
Language:Julia 11
trappmartin / AdvancedProbabilisticCircuits.jl
Probabilistic Circuits in Julia
probabilistic-circuits sum-product-networks julia tractable-models probabilistic-models latent-variable-models
Language:Julia 10
trappmartin / SumProductNetworksSlides
Barebone slides introducing sum-product networks.
latex-beamer sum-product-networks probabilistic-circuits
Language:TeX 3
PatrickTourniaire / Negative-Gaussian-Mixture-Model
Undergraduate honours project exploring learning Gaussian Mixture Models with negative components.
mixture-models probabilistic-circuits gmm negative-gmm squared-circuit
Language:Jupyter Notebook 1