BayesDB
Bayesian query tool
A system for querying probable implications of data using Bayesian inference and a custom query language.
A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. New implementation in http://github.com/probcomp/bayeslite
891 stars
90 watching
52 forks
last commit: almost 11 years agoLinked from 1 awesome list
oxnr/awesome-bigdataRelated projects:
| Repository | Description | Stars |
|---|---|---|
| probcomp/bayeslite | A database system that allows querying probabilistic implications of data using Bayesian inference. | 923 |
 camdavidsonpilon/probabilistic-programming-and-bayesian-methods-for-hackers | An introduction to Bayesian methods and probabilistic programming for software developers | 26,868 |
 maxsklar/bayespy | A Python library for Bayesian inference and multinomial mixture modeling | 108 |
 joashc/csharp-probability-monad | A monadic probabilistic programming framework for Bayesian modelling and inference in C#. | 96 |
 tweag/monad-bayes | A library that enables probabilistic programming in Haskell. | 411 |
 christophmark/bayesloop | A framework for fitting time series models with changing parameters and selecting the best model using Bayesian inference | 156 |
 mattjj/pyhsmm | A Python library providing approximate inference methods for Bayesian Hidden Markov Models and their extensions. | 549 |
 rlouf/mcx | Tools and methods for Bayesian deep learning using probabilistic programming. | 328 |
 blackjax-devs/blackjax | A Bayesian inference library designed to provide modular and customizable samplers for probabilistic programming | 858 |
 arviz-devs/arviz | A Python package for exploring and analyzing Bayesian models in data science | 1,620 |
 michaelchughes/npbayeshmm | Software toolbox for Bayesian inference on sequential data using Markov chain Monte Carlo methods. | 79 |
 amazaspshumik/sklearn-bayes | A collection of Python packages implementing Bayesian machine learning algorithms with scikit-learn API | 514 |
 probprog/pyprob | A probabilistic programming system for simulators and high-performance computing based on PyTorch | 27 |
 bayesnet/bnt | Provides a set of tools and algorithms for Bayesian networks in MATLAB | 470 |
 automl/hpobench | A collection of benchmark problems for hyperparameter optimization | 140 |