pyhsmm
Bayesian inference tool
A Python library providing approximate inference methods for Bayesian Hidden Markov Models and their extensions.
550 stars
56 watching
174 forks
Language: Python
last commit: about 2 years ago
Linked from 2 awesome lists
josephmisiti/awesome-machine-learning
krzjoa/awesome-python-data-scienceRelated projects:
| Repository | Description | Stars |
|---|---|---|
 maxsklar/bayespy | A Python library for Bayesian inference and multinomial mixture modeling | 108 |
 michaelchughes/npbayeshmm | Software toolbox for Bayesian inference on sequential data using Markov chain Monte Carlo methods. | 78 |
 qiuqiangkong/matlab-hmm | An HMM toolbox with support for various types of hidden Markov models in Matlab. | 77 |
 mcleonard/sampyl | An MCMC sampler library for Bayesian estimation using Python | 330 |
 camdavidsonpilon/probabilistic-programming-and-bayesian-methods-for-hackers | An introduction to Bayesian methods and probabilistic programming for software developers | 26,820 |
 amazaspshumik/sklearn-bayes | A collection of Python packages implementing Bayesian machine learning algorithms with scikit-learn API | 514 |
 ctallec/pyvarinf | A Python package facilitating Bayesian Deep Learning methods with Variational Inference for PyTorch | 359 |
 tweag/monad-bayes | A library that enables probabilistic programming in Haskell. | 409 |
 hips/spearmint | A Python library for automatic optimization of functions through Bayesian optimization | 1,547 |
 mattcunningham/naive-apl | A naive Bayesian classifier implemented in APL | 22 |
 arviz-devs/arviz | A Python package for exploring and analyzing Bayesian models in data science | 1,613 |
 christophmark/bayesloop | A framework for fitting time series models with changing parameters and selecting the best model using Bayesian inference | 153 |
 blackjax-devs/blackjax | A Bayesian inference library designed to provide modular and customizable samplers for probabilistic programming | 846 |
 abhik/pebl | A Python library and command line application for learning Bayesian network structures from observational data. | 104 |
 probcomp/bayesdb | A system for querying probable implications of data using Bayesian inference and a custom query language. | 891 |