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Bayesian Networks
24 Open Source Bayesian Networks Software Projects
Free and open source bayesian networks code projects including engines, APIs, generators, and tools.
Dowhy
3531 ⭐
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
Stanford Cs 221 Artificial Intelligence
1931 ⭐
VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
Pgmpy
1960 ⭐
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
Neural Tangents
1668 ⭐
Fast and Easy Infinite Neural Networks in Python
Causalnex
1421 ⭐
A Python library that helps data scientists to infer causation rather than observing correlation.
Pytorch Bayesiancnn
957 ⭐
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Browsecloud
148 ⭐
A web app to create and browse text visualizations for automated customer listening.
Amidst Toolbox
111 ⭐
A Java Toolbox for Scalable Probabilistic Machine Learning
Bayesiannetwork
89 ⭐
Bayesian Network Modeling and Analysis
Quantum Fog
72 ⭐
Python tools for analyzing both classical and quantum Bayesian Networks
Sparsebn
39 ⭐
Software for learning sparse Bayesian networks
Godai0519 Bayesiannetwork
33 ⭐
An implementation of Bayesian Networks Model for pure C++14 (11) later, including probability inference and structure learning method.
Bayesian Active Learning Pytorch
31 ⭐
Implementation of Bayesian NNs in Pytorch (https://arxiv.org/pdf/1703.02910.pdf) (With some help from https://github.com/Riashat/Deep-Bayesian-Active-Learning/))
Risknetwork
28 ⭐
Risk Network Modeling and Analysis
R Causal
24 ⭐
R Wrapper for Tetrad Library
Pythonbrmltoolbox
18 ⭐
Python 3.7 version of David Barber's MATLAB BRMLtoolbox
Cobayn
13 ⭐
COBAYN: Compiler Autotuning Framework Using Bayesian Networks
Bamt
19 ⭐
Repository of a data modeling and analysis tool based on Bayesian networks
Bayesnetbp
14 ⭐
R package for inference in Bayesian networks.
Junction Tree
13 ⭐
The junction tree algorithm for (discrete) factor graphs
Markovian
13 ⭐
🎲 A Kotlin DSL for probabilistic programming.
Dbnr
13 ⭐
Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package
Pycid
40 ⭐
Library for graphical models of decision making, based on pgmpy and networkx
Felixleopoldo Benchpress
10 ⭐
Benchpress is a snakemake workflow for reproducible and scalable execution and benchmarks of structure learning algorithms for probabilistic graphical models.