There are no reviews yet. Be the first to send feedback to the community and the maintainers!
RxInfer.jl
Julia package for automated Bayesian inference on a factor graph with reactive message passingRocket.jl
Functional reactive programming extensions library for JuliaForneyLab.jl
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.ReactiveMP.jl
High-performance reactive message-passing based Bayesian inference enginehugo-academic-group
An academic group website theme for Hugo.GraphPPL.jl
DSL for probabilistic models specification and probabilistic programming.RxEnvironments.jl
Reactive environments for self-learning agentsbiaslab-hugo
Repository with content of BIASlab website for Hugo static site generator.LAIF
Experiments with deriving epistemics aware message passing algosMultiAgentTrajectoryPlanning
Experiments of the "Multi-Agent Trajectory Planning with NUV Priors" paperai_workshop_2020
Code to run potential based agents and generate figures for the submission to the 2020 Workshop on Active InferenceExponentialFamily.jl
AIDA
RxAgent-Zoo
Archive of active inference agents based on reactive message passing.PrincipledPruningBNN
ReactiveMP_JuliaCon2021
ReactiveMP JuliaCon2021 presentation notebooksLCSS2024-NARXEFE
Code, figures, animations for a NARX-EFE based agent.nsi-silverbox
Online system identification in Silverbox by minimising free energyIWAI2020-onlinesysid
Code and experiments for IWAI 2020 submission on online system identificationrxinfer-website
Repository with content of RxInfer website for Hugo static site generator.CDC-2022
Experiments and derivations for CDC2022 paper on message passing-based inference for NARMAX system identification.ExtendedVMP
Experiments for numerical approximations to VMPTVAR_FFG
Time-varying autoregressive models in Forney-Style Factor GraphsNARX
ForneyLab.jl factor node for a nonlinear autoregressive model with exogenous input.IWAI2024-ambiguity
Expected free energy minimization with approximations to nonlinear observation functionsReactiveInferencePendulum
A small demonstration of reactive Bayesian inference for pendulum dynamicsACC2022-vmpNARMAX
Experiments and derivations for ACC2022 paper on variational message passing for online NARMAX identification.SiPS2022-EfficientModelEvidenceComputation
Experiments and derivations for SiPS2022 paper "Efficient model evidence computation in tree-structured factor graph"LAR
AR extension of ForneyLab.jlPGM2022-SourceSeparationNAR
Experiments and code of the paper "Online Single-Microphone Source Separation using Non-Linear Autoregressive Models"CVMP
Implementation of https://github.com/Nimrais/CCMPPaperThesisParallelMP
Master thesis project of Mattia Vicari about parallel computing in message passing-based Bayesian inference programsCCTA2024-BIDconvection
Experiments for CCTA 2024 submission on fast Bayesian gray-box identification of convection in heat transfer dynamics.Chengfeng_intent_inference
preds-not-commands
Experiment with sending predictions, not commands, to an actuator that reacts to minimize the prediction error.OnlineMessagePassingDirichletProcess
Love Open Source and this site? Check out how you can help us