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/PClean
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
probcomp/LLaMPPL
A domain-specific probabilistic programming language for modeling and inference with language models
probcomp/bayes3d
probcomp/Gen.clj
A general-purpose probabilistic programming system with programmable inference.
probcomp/genlm-control
probcomp/haskell-trace-types
Prototype of the system described in "Trace Types and Denotational Semantics for Sound Programmable Inference in Probabilistic Languages"
probcomp/b3d
Bayes3D
probcomp/GenSP.jl
Probabilistic programming library extending Gen with support for Stochastic Probabilities
probcomp/9.s916-course-materials
Course materials for MIT's Spring 2025 9.s916 offering.
probcomp/genjaxmix
probcomp/jtap-demo
Open Source code to reproduce results from "Seeing through Occlusion: Uncertainty-aware Joint Physical Tracking and Prediction"
probcomp/datasync
probcomp/gen-brain
probcomp/genjax
Probabilistic programming with vectorized programmable inference
probcomp/genparse
probcomp/tabsmc
probcomp/compute
probcomp/condorgmm
probcomp/gen-website-private
probcomp/jaxmix
probcomp/localization-tutorial
probcomp/lpm-structure-learning
probcomp/minijaxmix
probcomp/mm_viz
probcomp/moet
probcomp/red_green_playground
A Heroku-deployed web app to generate stimuli for red-green tasks
probcomp/UnityMeshSampling
probcomp/Video-Depth-Anything
[CVPR 2025] Video Depth Anything: Consistent Depth Estimation for Super-Long Videos
probcomp/warped
nvidia warp profiling