64 Open Source Bayesian Statistics Software Projects
Free and open source bayesian statistics code projects including engines, APIs, generators, and tools.
Deep Learning Drizzle 8493 ⭐
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Stan Dev Stan 1927 ⭐
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.
Pytorch Bayesiancnn 689 ⭐
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Bayesian Stats Modelling Tutorial 422 ⭐
How to do Bayesian statistical modelling using numpy and PyMC3
Stats Maths With Python 282 ⭐
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Dynamichmc.jl 155 ⭐
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
Prml 456 ⭐
Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop
Ebisu 128 ⭐
Bayesian Basics 48 ⭐
:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.
Statistical Rethinking Solutions 46 ⭐
Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.
Hoff Bayesian Statistics 47 ⭐
R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"
Paramonte 63 ⭐
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
Rhat_ess 19 ⭐
Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
Pydata Dc 2018 14 ⭐
@matthewbrems and I presented "Recreating, Understanding, and Visualizing FiveThirtyEight's Elections Forecast" at PyData DC 2018
Crpclustering 10 ⭐
CRPClustering: An R Package for Bayesian Nonparametric Chinese Restaurant Process Clustering with Entropy