Pyemma🚂 Python API for Emma's Markov Model Algorithms 🚂
DapperData Assimilation with Python: a Package for Experimental Research
StanStan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
Dynamichmc.jlImplementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
Shinystanshinystan R package and ShinyStan GUI
PintsProbabilistic Inference on Noisy Time Series
Pymc3 vs pystanPersonal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDyg
Looloo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
ToolboxA Java Toolbox for Scalable Probabilistic Machine Learning
NimbleThe base NIMBLE package for R
ProbflowA Python package for building Bayesian models with TensorFlow or PyTorch
Forneylab.jlJulia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
DeepbayesBayesian methods in deep learning Summer School
Rhat essRank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
EdwardA probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Edward2A simple probabilistic programming language.
ProbabilityProbabilistic reasoning and statistical analysis in TensorFlow
Rstanarmrstanarm R package for Bayesian applied regression modeling
Bayesab🐢 bayesAB: Fast Bayesian Methods for A/B Testing
multi channel bprImplementation of Bayesian Personalized Ranking (BPR) for Multiple Feedback Channels
rssRegression with Summary Statistics.
woprAn R package and Shiny application to provide API access to the WorldPop Open Population Repository (WOPR)
baysegAn unsupervised machine learning algorithm for the segmentation of spatial data sets.
Multiagent-RLMultiagent reinforcement learning simulation framework - Undergraduate thesis in Mechatronics Engineering at the University of Brasília