The Hellenic Complex Systems Laboratory (HCSL) GitHub repository.
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Updated
Jun 9, 2024 - Mathematica
The Hellenic Complex Systems Laboratory (HCSL) GitHub repository.
Bayesian Statistics-Econometrics
The base NIMBLE package for R
rstanarm R package for Bayesian applied regression modeling
Modelling 12-lead ECG data with PSMF
priorsense: an R package for prior diagnostics and sensitivity
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.
This repository contains supporting code for the paper "Selecting a conceptual hydrological model using Bayes' factors computed with Replica Exchange Hamiltonian Monte Carlo" by Mingo et al.
Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference
General-purpose library for fitting models to data with correlated Gaussian-distributed noise
Introduction to Probabilistic Programming
Probabilistic Programming and Nested sampling in JAX
Estimates the Force-of-Infection of a given pathogen from population based sero-prevalence studies
Probabilistic reasoning and statistical analysis in TensorFlow
PaRtitiOned empirical Bayes Ecm (PROBE)
BayesVarSel: R package to calculate Bayes factors, model choice and variable selection in linear models
NumCosmo main code
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
High-quality implementations of standard and SOTA methods on a variety of tasks.
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