bayesian-inference topic
BayesianRecurrentNN
Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al
MCMC
Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.
probabilistic-models
Collection of probabilistic models and inference algorithms
Bridge.jl
A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
pymc-example-project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
pymc-stochastic-process
Bayesian Inference and parameter estimation in quant finance.
probabilistic_robotics
solution of exercises of the book "probabilistic robotics"
gpstuff
GPstuff - Gaussian process models for Bayesian analysis
beast2
Bayesian Evolutionary Analysis by Sampling Trees
statsExpressions
Tidy data frames and expressions with statistical summaries 📜