NPBayesHMM
Nonparametric Bayesian Inference for Sequential Data. Includes state-of-the-art MCMC inference for Beta process Hidden Markov Models (BP-HMM). Implemented in Matlab.
AI summary
MCMC toolbox
Software toolbox for Bayesian inference on sequential data using Markov chain Monte Carlo methods.
- stars
- 79
- forks
- 34
- watching
- 16
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
MCMC platform
A platform for implementing and applying Markov chain Monte Carlo methods to Bayesian analysis
Bayesian estimator
An MCMC sampler library for Bayesian estimation using Python
HMM toolkit
An HMM toolbox providing tools for modeling and analyzing different types of hidden Markov models in MATLAB.
Bayesian inference tool
A Python library providing approximate inference methods for Bayesian Hidden Markov Models and their extensions.
Bayesian samplers
MCMC algorithms implemented in Julia for Bayesian modeling
Approximate inference tool
An approximate Bayesian inference method for fitting and evaluating complex computational models with limited resources.
MCMC simulator
A Matlab toolbox for Bayesian analysis using Markov chain Monte Carlo simulation
Bayesian estimator
A Matlab toolbox for Bayesian estimation and model comparison using MCMC methods
dfm/emcee1.5K
MCMC sampler
A Python toolkit for ensemble sampling in Markov chain Monte Carlo (MCMC) methods
Bayesian demos
Demos and implementations of Bayesian data analysis concepts using Matlab/Octave
rlouf/mcx328
Probabilistic programming toolset
Tools and methods for Bayesian deep learning using probabilistic programming.
Bayesian tools
A Python library for Bayesian inference and multinomial mixture modeling
bayesnet/bnt470
Bayesian network toolbox
Provides a set of tools and algorithms for Bayesian networks in MATLAB
Bayesian ML library
A collection of Python packages implementing Bayesian machine learning algorithms with scikit-learn API
Bayesian tutorial
An introduction to Bayesian methods and probabilistic programming for software developers
Featured in 1 awesome list
Each link jumps to the spot where the list mentions NPBayesHMM.
