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bayesian-inference x

25 search results found

Probabilistic_robotics ⭐ 1,080

solution of exercises of the book "probabilistic robotics"

Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

TAPAS - Translational Algorithms for Psychiatry-Advancing Science

Gpstuff ⭐ 144

GPstuff - Gaussian process models for Bayesian analysis

Paramonte ⭐ 112

ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.

Matlabstan ⭐ 54

Matlab interface to Stan, a package for Bayesian inference

Bda_m_demos ⭐ 42

Bayesian Data Analysis demos for Matlab/Octave

Tutorial Bayesian Inference ⭐ 26

A collection of simple implementation of various inference methods

my PhD thesis on Bayesian inference

Bayesian Prevalence ⭐ 23

Bayesian inference of population prevalence

Zeffiro_interface ⭐ 21

Interface for using finite elements in inverse problems with complex domains

Het_agents_bayes ⭐ 16

Estimation of heterogeneous agent models using both macro and micro data

Stein Variational Samplers ⭐ 14

Python and MATLAB code for Stein Variational sampling methods

Kernel Ep ⭐ 14

UAI 2015. Kernel-based just-in-time learning for expectation propagation

Variational Bayes Cs ⭐ 13

Scalable sparse Bayesian learning for large CS recovery problems

Transitional_ensemble_mcmc ⭐ 10

Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model Updating.

Pythonbrmltoolbox ⭐ 10

Python 3.7 version of David Barber's MATLAB BRMLtoolbox

Robust Streaming Tensor Factorization ⭐ 7

AISTATS 2016. K2-ABC: Approximate Bayesian Computation with Kernel Embeddings.

Bayes Point Machine toolbox

Bayeschemeng ⭐ 6

Bayesian inference for costly experiments, with multiple different settings (design variables) and few repetitions. With a focus on chemical engineering context / kinetic parameter estimation.

Matlab Hsmm ⭐ 6

Code Paper Recurrent ⭐ 5

Currently, there are some MATLAB scripe in the folder, but i will implement the C++ code with opencv/eigen library

Yet Another Matlab MCMC code

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