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GitHub topics: tractable-models

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: 4 days ago - Pushed at: 4 days ago - Stars: 93 - Forks: 9

Tractables/ProbabilisticCircuits.jl

Probabilistic Circuits from the Juice library

Language: Julia - Size: 10.8 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 106 - Forks: 11

trappmartin/AdvancedProbabilisticCircuits.jl

Probabilistic Circuits in Julia

Language: Julia - Size: 35.2 KB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 2

trappmartin/SumProductNetworks.jl

Sum-product networks in Julia.

Language: Julia - Size: 2.59 MB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 37 - Forks: 4

arranger1044/DEBD

A collection of commonly used datasets as benchmarks for density estimation in MaLe

Language: Python - Size: 21 MB - Last synced at: 11 months ago - Pushed at: almost 6 years ago - Stars: 17 - Forks: 9

Ashwin0229/Tractable-Probabilistic-Models

Implementation of Tractable Probabilistic Model Tree Bayesian Networks using Chow Liu Tree and Mixture of Trees using EM (Expectation-Maximization) algorithm and Mixture of Trees using Random Forest Technique in python

Language: Python - Size: 39.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AndyShih12/mac

PyTorch implementation for "Training and Inference on Any-Order Autoregressive Models the Right Way", NeurIPS 2022

Language: Python - Size: 18.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 2

shreyas-kowshik/ILStrudel.jl

Code for the paper "ILStrudel : Independence Based Learning of Structured-Decomposable Probabilistic Circuit Ensembles" accepted at the TPM Workshop, UAI'21

Language: Julia - Size: 6.68 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

nicoladimauro/cnet

Cutset networks implementation in C++

Language: C++ - Size: 172 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0