mcmc-methods | Topic | Ecosyste.ms: Repos

Topic: "mcmc-methods"

sandialabs/UQTk

Sandia Uncertainty Quantification Toolkit

Language: Fortran - Size: 48.9 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 77 - Forks: 27

oliviergimenez/Bayesian_Workshop

Material for a Bayesian statistics workshop

Language: R - Size: 28.6 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 37 - Forks: 7

mspronesti/baylib

High-performance library for approximate inference on discrete Bayesian networks on GPU and CPU

Language: C++ - Size: 1.67 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 1

zang-langyan/Markov-Chain-Monte-Carlo-MCMC

Markov Chain Monte Carlo MCMC methods are implemented in various languages (including R, Python, Julia, Matlab)

Language: Python - Size: 27.3 KB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 28 - Forks: 3

Repository for example Hierarchical Drift Diffusion Model (HDDM) code using JAGS in Python. These scripts provide useful examples for using JAGS with pyjags, the JAGS Wiener module, mixture modeling in JAGS, and Bayesian diagnostics in Python.

Language: Python - Size: 627 KB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 25 - Forks: 9

kiante-fernandez/Rhddmjags

Repository for example Hierarchical Drift Diffusion Model (HDDM) code using JAGS in R. These scripts provide useful examples for using JAGS with R2jags, the JAGS Wiener module, mixture modeling in JAGS, and Bayesian diagnostics in R.

Language: R - Size: 627 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 12 - Forks: 0

chenhaotian/Bayesian-Bricks

Basic building blocks in Bayesian statistics.

Language: R - Size: 5.36 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1

cdslaborg/paramontex

This is a repository for the ParaMonte library examples. For more information, visit:

Language: Jupyter Notebook - Size: 210 MB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 7

nextBillyonair/DPM

Differentiable Probabilistic Models

Language: Jupyter Notebook - Size: 33.5 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

sandyherho/kaliKupangDisch

This repository contains code, data, output, and figures associated with the A univariate extreme value analysis and change point detection of monthly discharge in Kali Kupang, Central Java, Indonesia manuscript

Language: Python - Size: 14.1 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

oliviergimenez/nimble-workshop

Material for a workshop on NIMBLE

Language: HTML - Size: 124 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

StefanoV00/Epidemiological_model_2020

Modelled COVID-19 pandemic with a system of 9 first order differential equations. The system was fitted to the values of the pandemic in Italy, UK, India, Brazil and Sweden, and numerically solved using MCMC statistical methods in python’s lmfit module. Estimates of the real number of infected people and predictions for the future were then made.

Language: Python - Size: 1.56 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

sfeilaryan/Ising-Model-MCMC-Algorithms-and-Magnetic-Phase-Change

Using the Ising Model and a Monte-Carlo Markov Chain Approach to Illustrate Magnetic Phase Transition

Language: Jupyter Notebook - Size: 49.7 MB - Last synced at: 14 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 1

DRJP/nimbleAPT

Adaptive paralelle tempering for sampling multi-modal posteriors in NIMBLE.

Language: R - Size: 132 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

charlesknipp/sequential_monte_carlo

This module is an efficient and flexible implementation of various Sequential Monte Carlo (SMC) methods. Bayesian updates occur for both latent states and model parameters using joint inference.

Language: Julia - Size: 10.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

LorenzoStigliano/inverse-problems-mcmc

Final year undergraduate project focusing on inverse problems and Markov chain Monte Carlo methods.

Language: Jupyter Notebook - Size: 15.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

fangyuan-ksgk/Conditional-Particle-Filter

This repository provides a package that allows the implementation of Conditional Particle Filter easily. Conditional Particle Filter can be viewed as an MCMC method with invariant distribution as the smoothing distribution of a partially observed diffusion model.

Language: Jupyter Notebook - Size: 124 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

MauroCE/PersonalWebsite

Personal Website with Blogposts, Achievements and Ideas

Language: HTML - Size: 45.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

niklaslienau/bay_causal_discovery

Monte Carlo Simulation comparing Bayesian and Constraint Based Causal Discovery Algorithms

Language: R - Size: 273 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

jaspervrugt/DREAM-Suite

DiffeRential Evolution Adaptive Metropolis algorithm: MATLAB and Python Toolbox

Language: MATLAB - Size: 27.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

FelixNoessler/MCMC

Here, I tried to learn some Markov chain Monte Carlo methods.

Language: Jupyter Notebook - Size: 41.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

1lmao/Computational-Statistics

Random number generation, sampling and subsampling, exploratory data analysis, Markov chain Monte Carlo methods, density estimation and EM algorithm.

Language: MATLAB - Size: 224 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

nathdep/SMEP24

Evaluating solutions to the label-switching issue when estimating latent variable models with the NUTS algorithm

Language: R - Size: 404 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Boehringer-Ingelheim/BPrinStratTTE

Causal Effects in Principal Strata Defined by Antidrug Antibodies

Language: R - Size: 90.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

DanieleCucurachi/QMCMC

Repostory containing a classical simulator of the first version of the Quantum-enhanced MCMC optimization algorithm.

Language: Jupyter Notebook - Size: 3.14 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

kelseyyll/MarkovChainMonteCarlo

Sample R code from homework problems in STATS 102C at UCLA, Intro to Monte Carlo Methods.

Size: 473 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

sirmurphalot/GFI_onManifolds

Code implementations of the methods discussed in Generalized Fiducial Inference on Differentiable Manifolds by A. Murph, J. Hannig, and J. Williams.

Language: MATLAB - Size: 227 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

mjcarter95/PyMCMC

A collection of MCMC methods in Python using Numpy and Scipy

Language: Python - Size: 20.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

sverdoot/ex2mcmc_new Fork of svsamsonov/ex2mcmc_new

Local-Global MCMC kernels: the best of both worlds (NeurIPS 2022)

Language: Jupyter Notebook - Size: 68.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0