onnela-lab / gptoolsLinks
Gaussian processes on graphs and lattices in Stan.
☆18Updated 7 months ago
Alternatives and similar repositories for gptools
Users that are interested in gptools are comparing it to the libraries listed below
Sorting:
- Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space☆14Updated 2 years ago
- R-package for building and fitting Bayesian ODE models in Stan☆29Updated last year
- "Swappable Module" compiler for the Stan probabilistic programming language.☆13Updated 2 years ago
- ☆24Updated 3 years ago
- A sklearn style interface to Stan regression models☆26Updated last year
- Code of PriorVAE: encoding spatial priors with variational autoencoders☆12Updated 2 years ago
- Monitor MCMC runs in the browser☆37Updated last year
- Towards a more flexible BART☆22Updated this week
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆26Updated 2 weeks ago
- Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC☆32Updated 4 years ago
- Data and statistical models for biomarker shedding.☆14Updated this week
- Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"☆13Updated 3 years ago
- ☆56Updated 3 years ago
- Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD thesis, Imperial College London, 2023)☆16Updated this week
- Repo for code from the SBC paper☆24Updated 6 years ago
- A web app to visualize distributions in Stan. Uses Stan Math C++ compiled to Webassembly to evaluate the functions using actual Stan impl…☆44Updated 3 years ago
- Models and infrastructure for forecasting respiratory disease hospitalizations using wastewater data with PyRenew.☆16Updated this week
- Files for StanCon 2023 tutorial.☆18Updated last year
- Estimate epidemiological quantities from repeated cross-sectional prevalence measurements☆17Updated 2 years ago
- Endo A. et al., "Introduction to the particle Markov-chain Monte Carlo." Epidemics, 2019.☆12Updated 3 years ago
- ☆10Updated last month
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 4 years ago
- Materials for the course on Bayesian model building run at Second Faculty of Medicine at Charles University in Prague☆11Updated last year
- ☆15Updated 4 years ago
- Case studies in applied and computational statistics.☆39Updated 6 months ago
- Bayesian Modelling in Epidemiology Case Line Lists☆14Updated last month
- Fit stochastic differential equation models with time-varying parameters☆15Updated 6 months ago
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆70Updated 8 months ago
- An R package for Bayes Linear emulation and history matching.☆17Updated 3 months ago
- Infectious disease model library and utilities☆15Updated 3 years ago