#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
#计算机科学#A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
#自然语言处理#DGMs for NLP. A roadmap.
#计算机科学#Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
#计算机科学#Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks
#计算机科学#Scikit-learn compatible estimation of general graphical models
Robopy is a python port for Robotics Toolbox in Matlab created by Peter Corke
Graphical language server platform for building web-based diagram editors
Scalable inference for a generative model of astronomical images
#计算机科学#Input Output Hidden Markov Model (IOHMM) in Python
Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum
Graphical modeling and code generation tool based on UML state machines
Factored inference for discrete-continuous smoothing and mapping.
#计算机科学#pathpy is an OpenSource python package for the modeling and analysis of pathways and temporal networks using higher-order and multi-order graphical models
#计算机科学#Kalman Variational Auto-Encoder
A toolbox for differentially private data generation
#计算机科学#A Java Toolbox for Scalable Probabilistic Machine Learning
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"
Repository for the OpenMx Structural Equation Modeling package