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Projects in Awesome Lists by probcomp

A curated list of projects in awesome lists by probcomp .

https://github.com/probcomp/Gen.jl

A general-purpose probabilistic programming system with programmable inference

bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics

Last synced: 31 Jul 2024

https://github.com/probcomp/bayeslite

BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.

automatic-data-modeling data-science databases machine-learning probabilistic-programming

Last synced: 01 Aug 2024

https://github.com/probcomp/BayesDB

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

Last synced: 31 Jul 2024

https://github.com/probcomp/crosscat

A domain-general, Bayesian method for analyzing high-dimensional data tables

Last synced: 07 Aug 2024

https://github.com/probcomp/PClean

A domain-specific probabilistic programming language for scalable Bayesian data cleaning

bayesian-inference data-cleaning data-cleansing probabilistic-graphical-models probabilistic-programming

Last synced: 02 Aug 2024

https://github.com/probcomp/autoimcmc

Code accompanying the paper "Automating Involutive MCMC using Probabilistic and Differentiable Programming"

Last synced: 05 Aug 2024