sklearn-bayes
Bayesian ML library
A collection of Python packages implementing Bayesian machine learning algorithms with scikit-learn API
Python package for Bayesian Machine Learning with scikit-learn API
514 stars
33 watching
118 forks
Language: Jupyter Notebook
last commit: about 5 years agoLinked from 3 awesome lists
bayesianbayesian-machine-learningmachine-learningpythonscikit-learn
josephmisiti/awesome-machine-learning
academic/awesome-datascience
krzjoa/awesome-python-data-scienceRelated projects:
| Repository | Description | Stars |
|---|---|---|
 maxsklar/bayespy | A Python library for Bayesian inference and multinomial mixture modeling | 108 |
 abhik/pebl | A Python library and command line application for learning Bayesian network structures from observational data. | 104 |
 mcleonard/sampyl | An MCMC sampler library for Bayesian estimation using Python | 331 |
 tweag/monad-bayes | A library that enables probabilistic programming in Haskell. | 411 |
 mattcunningham/naive-apl | A naive Bayesian classifier implemented in APL | 22 |
 alvations/bayesline | A software framework implementing a multivariate Bayesian classifier for language identification | 0 |
 sisl/bayesnets.jl | A Julia package for representing and working with probabilistic graphical models. | 219 |
 scikit-learn/scikit-learn | A comprehensive Python module for machine learning built on top of SciPy | 60,451 |
 fredwu/simple_bayes | An implementation of a Naive Bayes classifier in Elixir | 391 |
 rmcelreath/statrethinking_winter2019 | A repository of statistical modeling materials and resources for an R course on Bayesian inference | 2,018 |
 robinthibaut/skbel | A Python framework for Bayesian inference and regression using Gaussian processes. | 24 |
 hips/spearmint | A Python library for automatic optimization of functions through Bayesian optimization | 1,550 |
 camdavidsonpilon/probabilistic-programming-and-bayesian-methods-for-hackers | An introduction to Bayesian methods and probabilistic programming for software developers | 26,868 |
 mljs/naive-bayes | An implementation of the Naive Bayes classifier algorithm in JavaScript | 48 |
 amueller/scipy_2015_sklearn_tutorial | Tutorials and materials for learning machine learning with Python using popular libraries like scikit-learn. | 576 |