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/metaprob
An embedded language for probabilistic programming and meta-programming.
probcomp/LLaMPPL
A domain-specific probabilistic programming language for modeling and inference with language models
probcomp/Genify.jl
Automatically convert Julia methods to Gen functions.
probcomp/ThreeDP3
probcomp/GenTraceKernelDSL.jl
A DSL for defining stochastic maps between traces of Gen generative functions
probcomp/GenSP.jl
Probabilistic programming library extending Gen with support for Stochastic Probabilities
probcomp/GenVariableElimination.jl
Experimental package for variable elimination in factor graphs derived from generative functions
probcomp/PoseComposition.jl
probcomp/SpikingInferenceCircuits.jl
probcomp/Gen2DAgentMotion.jl
Components for building generative models of the motion of an agent moving around a 2D environment.
probcomp/GenFlux.jl
probcomp/InverseGraphics
probcomp/aistats2023-smcp3
probcomp/Circuits.jl
probcomp/GenDirectionalStats.jl
Distributions on spaces of rotations and other spatial spaces.
probcomp/ravi-uai-2022
Code to accompany the paper "Recursive Monte Carlo and Variational Inference with Auxiliary Variables"
probcomp/durablevs
DURableVS: Data-efficient Unsupervised Recalibrating Visual Servoing via online learning in a structured generative model
probcomp/DynamicForwardDiff.jl
An experimental fork of ForwardDiff.jl to support differentiation with respect to an a-priori unknown number of parameters
probcomp/GenPseudoMarginal.jl
Sequential Monte Carlo and annealed importance sampling inference library for Gen
probcomp/GLRenderer.jl
High FPS rendering. Supports Depth, RGB, and RGB+Texture
probcomp/inferenceql.viz
probcomp/GenArrow.jl
Providing Arrow compatibility for Gen trace objects.
probcomp/inferenceql.viz.stream
An interactive visualization of streaming inference
probcomp/InverseGraphicsRegistry
Registry for InverseGraphics dependencies
probcomp/MeshCatViz
probcomp/MiniGSG.jl
Preliminary mini-release of scene graph abstractions
probcomp/nel
probcomp/Open3DVisualizer
probcomp/SolvingBIB.jl
Solution to the Baby Intuitions Benchmark (BIB) based on a hierarchically Bayesian Theory of Mind (HBToM).
probcomp/SpikingCircuits.jl