MIT Probabilistic Computing Project

MIT Probabilistic Computing Project's repositories

Gen.jl

A general-purpose probabilistic programming system with programmable inference

Language:JuliaApache-2.01825 70 306

PClean

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

Language:JuliaApache-2.0228 22 20

LLaMPPL

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

Language:PythonMIT136 5 5

bayes3d

Language:Jupyter NotebookApache-2.027 5 8

Gen.clj

A general-purpose probabilistic programming system with programmable inference.

Language:ClojureApache-2.023 3 8

genlm-control

Apache-2.011 60

haskell-trace-types

Prototype of the system described in "Trace Types and Denotational Semantics for Sound Programmable Inference in Probabilistic Languages"

Language:HaskellMIT11 5 1

b3d

Bayes3D

Language:Jupyter NotebookApache-2.09 3 14

9.s916-course-materials

Course materials for MIT's Spring 2025 9.s916 offering.

Language:Jupyter NotebookMIT500

genjaxmix

Language:PythonApache-2.0300

jtap-demo

Open Source code to reproduce results from "Seeing through Occlusion: Uncertainty-aware Joint Physical Tracking and Prediction"

Language:PythonApache-2.0300

datasync

Language:Python100

gen-brain

Language:Python100

genparse

Language:Jupyter NotebookApache-2.0100

nsight-profiling

NVIDIA Nsight profiling environment for System and Compute.

Language:Jupyter Notebook100

tabsmc

Language:PythonApache-2.0100

compute

Language:Shell000

condorgmm

Language:Jupyter NotebookApache-2.0000

gen-website-private

Language:JavaScript020

genjax

Language:PythonApache-2.0000

jaxmix

Language:PythonApache-2.0000

localization-tutorial

Language:JuliaMIT000

lpm-structure-learning

Language:Jupyter NotebookApache-2.0000

minijaxmix

Language:Python000

mm_viz

Language:Python000

moet

Language:Jupyter Notebook000

red_green_playground

A Heroku-deployed web app to generate stimuli for red-green tasks

Language:JavaScript000

UnityMeshSampling

Language:C#000

Video-Depth-Anything

[CVPR 2025] Video Depth Anything: Consistent Depth Estimation for Super-Long Videos

Language:PythonApache-2.0000

warped

nvidia warp profiling

000