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Bayesian Networks

7 projects

Showing 7 of 7 projects

pomegranate
pomegranatePython

A Python library for probabilistic modeling built on PyTorch, offering modular distributions, GPU support, and flexible model composition.

#probabilistic-modeling#mixture-models#bayesian-networks
Stars3.5k
Forks599
Last commit1 year ago
pgmpy
pgmpyPython

A Python toolkit for causal and probabilistic reasoning using graphical models like Bayesian Networks and Structural Equation Models.

#causal-identification#bayesian-networks#simulation
Stars3.3k
Forks1.1k
Last commit2 days ago
awesome-latex-drawing
awesome-latex-drawingTeX

A collection of 30+ LaTeX drawing examples for Bayesian networks, graphical models, tensors, and academic illustrations.

#bayesian-networks#research-tools#academic-illustrations
Stars2.0k
Forks190
Last commit1 year ago
BayesNets.jl
BayesNets.jlJulia

A Julia library for representation, inference, and learning in Bayesian networks.

#julia#bayesian-networks#uncertainty-reasoning
Stars230
Forks52
Last commit1 month ago
Pebl
PeblPython

A Python library for learning Bayesian network structure from observational and interventional data with support for missing values and parallel execution.

#systems-biology#parallel-computing#bayesian-networks
Stars104
Forks21
Last commit14 years ago
PGM
PGMJulia

A Julia framework for probabilistic graphical models, enabling structured probabilistic modeling and inference.

#julia#bayesian-networks#probabilistic-inference
Stars53
Forks19
Last commit6 years ago
Smile.jl
Smile.jlJulia

A Julia wrapper for the Smile C++ engine, providing access to Bayesian networks and influence diagrams for probabilistic modeling.

#julia#bayesian-networks#statistical-inference
Stars2
Forks4
Last commit9 years ago

Related Tags

#Machine Learning7#Probabilistic Graphical Models6#Structure Learning3#Probabilistic Inference3#Julia3
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