bayesian-data-analysis topic

List bayesian-data-analysis repositories

bayesian-analysis-recipes

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A collection of Bayesian data analysis recipes using PyMC3

bayesian-stats-modelling-tutorial

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How to do Bayesian statistical modelling using numpy and PyMC3

ggmcmc

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Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference

pymc-example-project

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Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

loo

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loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

stan

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Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

BDA_py_demos

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Bayesian Data Analysis demos for Python