bayesian-networks

#计算机科学#DoWhy是微软开发的一个用于因果推断的Python库，旨在引发因果关系思考和分析

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

翻译 - 斯坦福CS221人工智能的VIP备忘单

Fast and Easy Infinite Neural Networks in Python

#计算机科学#A Python library that helps data scientists to infer causation rather than observing correlation.

翻译 - 一个Python图书馆，可帮助数据科学家推断因果关系，而不是观察相关性。

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

#自然语言处理#A web app to create and browse text visualizations for automated customer listening.

Repository of a data modeling and analysis tool based on Bayesian networks

#计算机科学#A Java Toolbox for Scalable Probabilistic Machine Learning

Bayesian Network Modeling and Analysis

A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization"

Library for graphical models of decision making, based on pgmpy and networkx

Python tools for analyzing both classical and quantum Bayesian Networks

Scalable open-source software to run, develop, and benchmark causal discovery algorithms

#时序数据库#Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package

DiBS: Differentiable Bayesian Structure Learning, NeurIPS 2021

PyBNesian is a Python package that implements Bayesian networks.

#计算机科学#Software for learning sparse Bayesian networks

An implementation of Bayesian Networks Model for pure C++14 (11) later, including probability inference and structure learning method.

Online tool for Bayesian Networks