MIT Probabilistic Computing Project

Pinned Repositories

• 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

  889851952

• bayeslite

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

  Language:Python9385949564

• crosscat

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

  Language:Python328475842

• gen-quickstart

  Gen learning material as Jupyter notebooks

  Language:Jupyter Notebook128162449

• Gen.jl

  A general-purpose probabilistic programming system with programmable inference

  Language:Julia1.8k70306162

• GenParticleFilters.jl

  Building blocks for simple and advanced particle filtering in Gen.

  Language:Julia26552

• GenSMCP3.jl

  Automated SMC with Probabilistic Program Proposals, for the Gen PPL.

  Language:Julia23411

• LLaMPPL

  A domain-specific probabilistic programming language for modeling and inference with language models

  Language:Python1375510

• metaprob

  An embedded language for probabilistic programming and meta-programming.

  Language:JavaScript170249616

• PClean

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

  Language:Julia228212032

MIT Probabilistic Computing Project's Repositories