kdeforche / epi-mcmcLinks
Scripts for estimating and visualizing epidemiological modeling of an epidemic (developed for COVID-19)
☆13Updated 4 years ago
Alternatives and similar repositories for epi-mcmc
Users that are interested in epi-mcmc are comparing it to the libraries listed below
Sorting:
- Python package for multi-signal Bayesian renewal modeling with JAX and NumPyro.☆23Updated this week
- A Beginner's Guide to Variational Inference☆18Updated 8 months ago
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆32Updated 4 years ago
- ☆56Updated 3 years ago
- Monitor MCMC runs in the browser☆38Updated last year
- Models and infrastructure for forecasting respiratory disease hospitalizations using wastewater data with PyRenew.☆16Updated this week
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆26Updated last month
- A Beginner's Guide to State Space Modeling☆23Updated 3 weeks ago
- R-package for building and fitting Bayesian ODE models in Stan☆29Updated last year
- Towards a more flexible BART☆23Updated this week
- Simulation based calibration and generation of synthetic data.☆56Updated last month
- Materials for StanCon 2023☆24Updated 2 years ago
- ☆32Updated 2 months ago
- Tool for exploring probability distributions.☆24Updated last year
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆37Updated last year
- Gaussian processes on graphs and lattices in Stan.☆19Updated 9 months ago
- A Shiny app to help people learn (and play with) Hamiltonian Monte Carlo☆11Updated 10 months ago
- Formulas for mixed-effects models in Python☆64Updated last week
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated this week
- Infectious disease model library and utilities☆15Updated 3 years ago
- R package for statistical inference using partially observed Markov processes☆118Updated 3 weeks ago
- A batteries-included template for Bayesian data analysis projects☆22Updated last year
- A sklearn style interface to Stan regression models☆26Updated last year
- Case studies in applied and computational statistics.☆39Updated 7 months ago
- Repo for code from the SBC paper☆24Updated 6 years ago
- Gaussian Process Model Building Interface☆52Updated 9 months ago
- Monte-Carlo State Space Models☆19Updated last year
- Estimate Realtime Case Counts and Time-varying Epidemiological Parameters☆33Updated 2 years ago
- ☆46Updated this week
- Ecological forecasting using Dynamic Generalized Additive Models with R 📦's {mvgam} and {brms}☆40Updated 8 months ago