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.
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.
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/))
Dbnr 13 ⭐
Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package