bayesian-inference topic

List bayesian-inference repositories

BayesianRecurrentNN

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Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al

MCMC

346
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Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

probabilistic-models

240
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Collection of probabilistic models and inference algorithms

Bridge.jl

110
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19
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A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.

pymc-example-project

102
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Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

pymc-stochastic-process

41
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Bayesian Inference and parameter estimation in quant finance.

probabilistic_robotics

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solution of exercises of the book "probabilistic robotics"

gpstuff

165
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GPstuff - Gaussian process models for Bayesian analysis

beast2

232
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Bayesian Evolutionary Analysis by Sampling Trees

statsExpressions

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Tidy data frames and expressions with statistical summaries 📜