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
bayeslite
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
crosscat
A domain-general, Bayesian method for analyzing high-dimensional data tables
gen-quickstart
Gen learning material as Jupyter notebooks
Gen.jl
A general-purpose probabilistic programming system with programmable inference
GenParticleFilters.jl
Building blocks for simple and advanced particle filtering in Gen.
GenSMCP3.jl
Automated SMC with Probabilistic Program Proposals, for the Gen PPL.
LLaMPPL
A domain-specific probabilistic programming language for modeling and inference with language models
metaprob
An embedded language for probabilistic programming and meta-programming.
PClean
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
MIT Probabilistic Computing Project's Repositories
probcomp/Gen.jl
A general-purpose probabilistic programming system with programmable inference
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.
probcomp/crosscat
A domain-general, Bayesian method for analyzing high-dimensional data tables
probcomp/PClean
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
probcomp/gen-quickstart
Gen learning material as Jupyter notebooks
probcomp/hfppl
Probabilistic programming with HuggingFace language models
probcomp/adev
Haskell prototype to accompany the paper "ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs"
probcomp/trcrpm
Temporally-reweighted Chinese restaurant process mixture models for multivariate time series
probcomp/cgpm
Library of composable generative population models which serve as the modeling and inference backend of BayesDB.
probcomp/bayes3d
probcomp/GenParticleFilters.jl
Building blocks for simple and advanced particle filtering in Gen.
probcomp/GenSMCP3.jl
Automated SMC with Probabilistic Program Proposals, for the Gen PPL.
probcomp/GenGPT3.jl
GPT-3 as a generative function in Gen.
probcomp/Gen.clj
A general-purpose probabilistic programming system with programmable inference.
probcomp/programmable-vi-pldi-2024
Probabilistic programming with programmable variational inference.
probcomp/CLIPS.jl
Cooperative Language-Guided Inverse Plan Search (CLIPS).
probcomp/ADEV.jl
Experimental port of ADEV to Julia
probcomp/b3d
Bayes3D
probcomp/InversePlanning.jl
Agent modeling and inverse planning, using PDDL and Gen.
probcomp/pldi2019-gen-experiments
Experiments for PLDI 2019 submission on Gen
probcomp/gen-finance
probcomp/hierarchical-irm
Probabilistic structure discovery for rich relational systems
probcomp/GenPOMDPs.jl
probcomp/JAX.jl
A wrapper package for using JAX from Julia via PythonCall.
probcomp/caliban
Research workflows made easy, locally and in the Cloud.
probcomp/gen-website-private
probcomp/generative_join
probcomp/GenSerialization.jl
Gen.jl Trace Serialization
probcomp/simpplax
Writing a simple probabilistic programming language using interpreters in JAX.
probcomp/tasks2D
Sequential decision making tasks in 2D environments.