mcmc-sampler

QUESO is a C++ library for doing uncertainty quantification. QUESO stands for Quantification of Uncertainty for Estimation, Simulation and Optimization.

parallel-computing uq mcmc-sampler

Updated Aug 8, 2019
C++

sandialabs / UQTk

Star

Sandia Uncertainty Quantification Toolkit

uncertainty bayesian-inference mcmc uncertainty-quantification uq uncertainty-estimation uncertainty-propagation mcmc-sampler mcmc-methods snl-science-libs snl-data-analysis

Updated Mar 22, 2022
Fortran

junlulocky / PyBGMM

Star

Bayesian inference for Gaussian mixture model with some novel algorithms

machine-learning gaussian-mixture-models bayesian-inference mixture-model mcmc-sampler crp pcrp finite-mixture infinite-mixture subcrp

Updated May 28, 2018
Python

minaskar / pocomc

Star

pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation

python machine-learning astronomy inference cosmology astrophysics sampling bayesian-inference smc general-purpose mcmc mcmc-sampler normalizing-flows sampling-methods probabilistic-data-analysis black-box-bayesian-inference cosmology-inference

Updated Nov 8, 2022
Python

UBC-Stat-ML / blangSDK

Star

Blang's software development kit

machine-learning probabilistic-programming bayesian-inference mcmc probabilistic-graphical-models bayesian-statistics markov-chain-monte-carlo mcmc-sampler probabilistic-models

Updated Jul 12, 2022
Xtend

cstyl / mcmc

Star

Accelerate MCMC algorithm on GPU for Big Data Applications

c gpu monte-carlo cuda markov-chain mcmc mcmc-sampler metropolis-hastings

Updated Jun 22, 2018
Cuda

jg-you / sbm_canonical_mcmc

Star

C++ implementation of a MCMC sampler for the (canonical) SBM

graph-algorithms clustering community-detection network-science inference sbm clustering-algorithm stochastic-block-model mcmc-sampler clustering-methods

Updated Oct 21, 2019
C++

mauro3 / KissMCMC.jl

Star

Keep it simple, stupid, MCMC

mcmc-sampler emcee

Updated Apr 13, 2022
Julia

ibadami / 3D-semantic-segmentation-of-modular-furniture

Star

3D Indoor furniture parsing. Segments the front face of a furniture item into more useful functional elements such as door, drawers and shelves.

parsing segmentation furniture mcmc-sampler

Updated Aug 17, 2017
C++

albertopessia / Kpax3.jl

Star

Bayesian bi-clustering of categorical data

genomics clustering population-genomics cluster-analysis multivariate-data mcmc-sampler bi-clustering bayesian-cluster-analysis co-clustering multivariate-analysis categorical-data

Updated Apr 6, 2022
Julia

vicgalle / sgmcmc-force

Sponsor

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Samplers from the paper "Stochastic Gradient MCMC with Repulsive Forces"

bayesian-inference mcmc-sampler jax svgd sgld sgmcmc

Updated Feb 3, 2020
Jupyter Notebook

jg-you / scm

Star

C++ MCMC sampler for the Simplicial Configuration Model

simplicial-complexes sampling mcmc-sampler configuration-model

Updated Oct 21, 2019
C++

jayeshchoudhari / HMHP

Star

Hidden Markov Hawkes Process - Model for Analyzing Topical Transitions in text based cascades in Social Networks.

generative-model gibbs-sampling point-process mcmc-sampler hawkes-process

Updated Jun 22, 2022
C++

minaskar / cronus

Star

cronus: MCMC + MPI MADE EASY

python machine-learning inference sampling bayesian-inference general-purpose mcmc mcmc-sampler sampling-methods probabilistic-data-analysis black-box-bayesian-inference

Updated Mar 4, 2021
Python

biips / rbiips

Star

R package for Bayesian inference with interacting particle systems

r particle-filter graphical-models bayesian-inference jags mcmc-sampler sequential-monte-carlo inference-engine bugs-language biips particle-mcmc

Updated Nov 25, 2020
R

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