MIT Probabilistic Computing Project

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158 repositories

red_green_playground
Public
A Heroku-deployed web app to generate stimuli for red-green tasks
JavaScript
•0•0•0•0•Updated Dec 3, 2025Dec 3, 2025
b3d
Public
Bayes3D
Jupyter Notebook
•
Apache License 2.0
•3•9•9•12•Updated Dec 1, 2025Dec 1, 2025
bayes3d
Public
Jupyter Notebook
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Apache License 2.0
•6•27•1•8•Updated Dec 1, 2025Dec 1, 2025
jtap-mice
Public
Cog-Neuro Modeling of Joint Tracking and Prediction in Mice
Python
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Apache License 2.0
•0•0•0•0•Updated Dec 1, 2025Dec 1, 2025
genjax
Public
Probabilistic programming with vectorized programmable inference
Python
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Apache License 2.0
•2•1•0•0•Updated Nov 30, 2025Nov 30, 2025
Gen.jl
Public
A general-purpose probabilistic programming system with programmable inference
machine-learning computer-vision deep-learning robotics julia-language probabilistic-programming bayesian gen differentiable-programming
Julia
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Apache License 2.0
•163•1.8k•150•18•Updated Nov 3, 2025Nov 3, 2025
genjaxmix
Public
Python
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Apache License 2.0
•2•3•0•9•Updated Oct 27, 2025Oct 27, 2025
GenSP.jl
Public
Probabilistic programming library extending Gen with support for Stochastic Probabilities
Julia
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Apache License 2.0
•0•6•1•0•Updated Oct 16, 2025Oct 16, 2025
tabsmc
Public
Python
•
Apache License 2.0
•0•1•0•0•Updated Sep 26, 2025Sep 26, 2025
PClean
Public
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
probabilistic-programming bayesian-inference data-cleaning probabilistic-graphical-models data-cleansing
Julia
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Apache License 2.0
•32•228•17•4•Updated Sep 25, 2025Sep 25, 2025
haskell-trace-types
Public
Prototype of the system described in "Trace Types and Denotational Semantics for Sound Programmable Inference in Probabilistic Languages"
Haskell
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MIT License
•1•11•1•0•Updated Aug 8, 2025Aug 8, 2025
jtap-demo
Public
Open Source code to reproduce results from "Seeing through Occlusion: Uncertainty-aware Joint Physical Tracking and Prediction"
Python
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Apache License 2.0
•0•3•0•0•Updated Jul 2, 2025Jul 2, 2025
condorgmm
Public
Jupyter Notebook
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Apache License 2.0
•1•0•0•0•Updated Jun 17, 2025Jun 17, 2025
9.s916-course-materials
Public
Course materials for MIT's Spring 2025 9.s916 offering.
Jupyter Notebook
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MIT License
•2•5•5•1•Updated Jun 9, 2025Jun 9, 2025
datasync
Public
Python
•0•1•0•0•Updated Jun 9, 2025Jun 9, 2025
UnityMeshSampling
Public
C#
•0•0•0•0•Updated Jun 5, 2025Jun 5, 2025
moet
Public
Jupyter Notebook
•0•0•0•0•Updated Jun 5, 2025Jun 5, 2025
compute
Public
Shell
•1•0•0•0•Updated May 2, 2025May 2, 2025
LLaMPPL
Public
A domain-specific probabilistic programming language for modeling and inference with language models
Python
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MIT License
•10•137•4•0•Updated Apr 29, 2025Apr 29, 2025
genparse
Public
Jupyter Notebook
•
Apache License 2.0
•0•2•0•1•Updated Apr 21, 2025Apr 21, 2025
localization-tutorial
Public
Julia
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MIT License
•1•0•0•5•Updated Apr 21, 2025Apr 21, 2025
jaxmix
Public
Python
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Apache License 2.0
•2•0•1•1•Updated Apr 21, 2025Apr 21, 2025
genlm-control
Public
Apache License 2.0
•1•11•0•0•Updated Apr 17, 2025Apr 17, 2025
gen-brain
Public
Python
•0•1•0•1•Updated Apr 14, 2025Apr 14, 2025
Video-Depth-Anything
Public
[CVPR 2025] Video Depth Anything: Consistent Depth Estimation for Super-Long Videos
Python
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Apache License 2.0
•137•0•0•0•Updated Apr 12, 2025Apr 12, 2025
minijaxmix
Public
Python
•0•0•0•0•Updated Mar 6, 2025Mar 6, 2025
Gen.clj
Public
A general-purpose probabilistic programming system with programmable inference.
machine-learning probabilistic-programming bayesian gen
Clojure
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Apache License 2.0
•3•23•5•5•Updated Feb 25, 2025Feb 25, 2025
mm_viz
Public
Python
•0•0•0•0•Updated Feb 22, 2025Feb 22, 2025
gen-website-private
Public
JavaScript
•0•0•0•0•Updated Jan 27, 2025Jan 27, 2025
lpm-structure-learning
Public
Jupyter Notebook
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Apache License 2.0
•0•0•0•0•Updated Nov 12, 2024Nov 12, 2024