Projects in Awesome Lists by probcomp
A curated list of projects in awesome lists by probcomp .
https://github.com/probcomp/gen.jl
A general-purpose probabilistic programming system with programmable inference
bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics
Last synced: 05 Oct 2025
https://probcomp.github.io/Gen
A general-purpose probabilistic programming system with programmable inference
bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics
Last synced: 19 Jul 2025
https://github.com/probcomp/Gen.jl
A general-purpose probabilistic programming system with programmable inference
bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics
Last synced: 15 Mar 2025
https://github.com/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.
automatic-data-modeling data-science databases machine-learning probabilistic-programming
Last synced: 14 Mar 2026
https://github.com/probcomp/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
Last synced: 29 Mar 2025
https://github.com/probcomp/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
Last synced: 20 Jul 2025
https://github.com/probcomp/crosscat
A domain-general, Bayesian method for analyzing high-dimensional data tables
Last synced: 08 May 2025
https://github.com/probcomp/pclean
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
bayesian-inference data-cleaning data-cleansing probabilistic-graphical-models probabilistic-programming
Last synced: 08 May 2025
https://github.com/probcomp/PClean
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
bayesian-inference data-cleaning data-cleansing probabilistic-graphical-models probabilistic-programming
Last synced: 04 May 2025
https://github.com/probcomp/metaprob
An embedded language for probabilistic programming and meta-programming.
clojure data-science machine-learning probabilistic-programming
Last synced: 08 May 2025
https://github.com/probcomp/llamppl
A domain-specific probabilistic programming language for modeling and inference with language models
Last synced: 08 May 2025
https://github.com/probcomp/gen-quickstart
Gen learning material as Jupyter notebooks
Last synced: 08 May 2025
https://github.com/probcomp/adev
Haskell prototype to accompany the paper "ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs"
Last synced: 17 Jul 2025
https://github.com/probcomp/genify.jl
Automatically convert Julia methods to Gen functions.
probabilistic-programming program-transformation simulation-based-inference
Last synced: 20 Jul 2025
https://github.com/probcomp/trcrpm
Temporally-reweighted Chinese restaurant process mixture models for multivariate time series
Last synced: 29 Jul 2025
https://github.com/probcomp/venturecxx
Primary implementation of the Venture probabilistic programming system
Last synced: 30 Oct 2025
https://github.com/probcomp/cgpm
Library of composable generative population models which serve as the modeling and inference backend of BayesDB.
bayesian-inference data-analysis machine-learning probabilistic-programming tabular-data
Last synced: 19 Oct 2025
https://github.com/probcomp/genparticlefilters.jl
Building blocks for simple and advanced particle filtering in Gen.
bayesian-inference particle-filter probabilistic-programming sequential-monte-carlo
Last synced: 08 May 2025
https://github.com/probcomp/gensmcp3.jl
Automated SMC with Probabilistic Program Proposals, for the Gen PPL.
Last synced: 08 May 2025
https://github.com/probcomp/gengpt3.jl
GPT-3 as a generative function in Gen.
Last synced: 08 Mar 2026
https://github.com/probcomp/clips.jl
Cooperative Language-Guided Inverse Plan Search (CLIPS).
Last synced: 08 May 2025
https://github.com/probcomp/genexperimental.jl
Featherweight embedded probabilistic programming language and compositional inference programming library
Last synced: 08 May 2025
https://github.com/probcomp/notebook
jupyter/datascience-notebook with probcomp libraries
Last synced: 08 May 2025
https://github.com/probcomp/GenGPT3.jl
GPT-3 as a generative function in Gen.
Last synced: 23 Mar 2025
https://github.com/probcomp/iventure
An interactive, browser-based probabilistic programming environment.
Last synced: 08 May 2025
https://github.com/probcomp/autoimcmc
Code accompanying the paper "Automating Involutive MCMC using Probabilistic and Differentiable Programming"
Last synced: 08 May 2025
https://github.com/probcomp/cloudless
Distributed computational science made easy, in Python
Last synced: 12 Mar 2026
https://github.com/probcomp/haskell-trace-types
Prototype of the system described in "Trace Types and Denotational Semantics for Sound Programmable Inference in Probabilistic Languages"
Last synced: 08 May 2025
https://github.com/probcomp/gentf
TensorFlow plugin for Gen probabilistic programming system.
Last synced: 12 Jun 2025
https://github.com/probcomp/bdbcontrib
BayesDB contributions, including plotting, helper methods, and examples
Last synced: 09 Oct 2025
https://github.com/probcomp/developer
Developer environment for probcomp repos
Last synced: 08 May 2025
https://github.com/probcomp/gentorch
Work-in-progress C++/LibTorch-based Gen probabilistic programming language
Last synced: 08 May 2025
https://github.com/probcomp/pldi2019-gen-experiments
Experiments for PLDI 2019 submission on Gen
Last synced: 10 Mar 2026
https://github.com/probcomp/genviz
A visualization library for probabilistic programming in Gen.
Last synced: 08 May 2025
https://github.com/probcomp/inverseplanning.jl
Agent modeling and inverse planning, using PDDL and Gen.
Last synced: 08 May 2025
https://github.com/probcomp/gentracekerneldsl.jl
A DSL for defining stochastic maps between traces of Gen generative functions
Last synced: 17 Jun 2025
https://github.com/probcomp/haxcat
Experimental educational implementation of CrossCat in Haskell
Last synced: 08 May 2025
https://github.com/probcomp/sppl.jl
A small DSL for programming sppl across PythonCall.jl
Last synced: 08 May 2025
https://github.com/probcomp/9.s916-course-materials
Course materials for MIT's Spring 2025 9.s916 offering.
Last synced: 01 Aug 2025
https://github.com/probcomp/gensp.jl
Probabilistic programming library extending Gen with support for Stochastic Probabilities
Last synced: 24 Jan 2026
https://github.com/probcomp/genpytorch.jl
Gen plugin to allow PyTorch computations to be used as Gen generative functions.
deep-learning probabilistic-programming pytorch variational-inference
Last synced: 08 May 2025
https://github.com/probcomp/gendistributions.jl
Use Distributions.jl distributions from within Gen
Last synced: 21 Aug 2025
https://github.com/probcomp/genvariableelimination.jl
Experimental package for variable elimination in factor graphs derived from generative functions
Last synced: 14 Oct 2025
https://github.com/probcomp/gen2dagentmotion.jl
Components for building generative models of the motion of an agent moving around a 2D environment.
Last synced: 23 Jan 2026
https://github.com/probcomp/probcomp-stack
MIT Probabilistic Computing Project software stack
Last synced: 08 May 2025
https://github.com/probcomp/tracedrandom.jl
Make Julia code probabilistic-programming-ready by allowing calls to `rand` to be annotated with traced addresses.
probabilistic-programming random-sampling tracing
Last synced: 21 Feb 2026
https://github.com/probcomp/cgpm2
Minimal implementation of composable generative population models for Bayesian synthesis of probabilistic programs.
Last synced: 08 May 2025
https://github.com/probcomp/genexamples.jl
Gen examples with a Travis CI build that tests that they run
Last synced: 24 Jan 2026
https://github.com/probcomp/nips2017-aide-experiments
Experiments and figure generation for NIPS 2017 paper on AIDE
Last synced: 08 Feb 2026
https://github.com/probcomp/tutorial_highlighter
Python package for generating PNGs of code and math with custom highlighted regions using LaTeX
Last synced: 08 May 2025
https://github.com/probcomp/jax.jl
A wrapper package for using JAX from Julia via PythonCall.
Last synced: 24 Jan 2026
https://github.com/probcomp/gendirectionalstats.jl
Distributions on spaces of rotations and other spatial spaces.
Last synced: 24 Jan 2026
https://github.com/probcomp/gen-examples-perception
Examples of Gen applied to perception problems
Last synced: 23 Jan 2026
https://github.com/probcomp/parallel_map
Simple parallel mapping utility for Python 3.
Last synced: 08 May 2025
https://github.com/probcomp/genfluxoptimizers.jl
A Gen plugin for using Flux's optimizers to fit a probabilistic program's parameters
Last synced: 03 Feb 2026
https://github.com/probcomp/ravi-uai-2022
Code to accompany the paper "Recursive Monte Carlo and Variational Inference with Auxiliary Variables"
Last synced: 13 Feb 2026
https://github.com/probcomp/dynamicforwarddiff.jl
An experimental fork of ForwardDiff.jl to support differentiation with respect to an a-priori unknown number of parameters
Last synced: 24 Jan 2026
https://github.com/probcomp/genredner.jl
Gen.jl wrapper for the Redner differentiable renderer
Last synced: 03 Feb 2026
https://github.com/probcomp/chi-sight-mkl
Intro to genjax and bayes3d concepts.
Last synced: 26 Oct 2025
https://github.com/probcomp/genpseudomarginal.jl
Sequential Monte Carlo and annealed importance sampling inference library for Gen
Last synced: 12 Feb 2026
https://github.com/probcomp/smc.jl
A Julia implementation of generic sequential Monte Carlo (SMC) and conditional SMC.
Last synced: 09 Feb 2026
https://github.com/probcomp/depthrenderer
Minimal OpenGL-based 3D depth renderer in Julia
Last synced: 06 Feb 2026
https://github.com/probcomp/durablevs
DURableVS: Data-efficient Unsupervised Recalibrating Visual Servoing via online learning in a structured generative model
Last synced: 08 May 2025
https://github.com/probcomp/glrenderer.jl
High FPS rendering. Supports Depth, RGB, and RGB+Texture
Last synced: 24 Jan 2026
https://github.com/probcomp/tasks2d
Sequential decision making tasks in 2D environments.
Last synced: 08 May 2025
https://github.com/probcomp/simpplax
Writing a simple probabilistic programming language using interpreters in JAX.
Last synced: 08 May 2025
https://github.com/probcomp/venture-bql
An example of using the VentureScript extensible syntax to embed BQL and MML
Last synced: 21 Aug 2025
https://github.com/probcomp/probcomp-acme
Our site ACME configuration for Let's Encrypt certificate issuance.
Last synced: 08 May 2025
https://github.com/probcomp/hs-venture
Experimental rewrite of Venture in Haskell, for me to better understand it
Last synced: 08 May 2025
https://github.com/probcomp/inferenceql.viz.stream
An interactive visualization of streaming inference
Last synced: 08 May 2025
https://github.com/probcomp/depthrender
A depth renderer with a simple numpy interface, and a gRPC microservice that serves it.
Last synced: 08 May 2025
https://github.com/probcomp/ppaml-cp5
This is a workspace for ppaml challenge problem 5
Last synced: 08 May 2025
https://github.com/probcomp/nsight-profiling
NVIDIA Nsight profiling environment for System and Compute.
Last synced: 25 Jun 2025
https://github.com/probcomp/iventure-aws-lambda
aws lambda integration for iventure
Last synced: 11 Jul 2025
https://github.com/probcomp/pygen
A minimal Gen dynamic modeling language (DML) implementation in PyTorch
Last synced: 28 Jul 2025