MLGlobalHealth / pi-vae
Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space
☆14Updated last year
Alternatives and similar repositories for pi-vae
Users that are interested in pi-vae are comparing it to the libraries listed below
Sorting:
- Code of PriorVAE: encoding spatial priors with variational autoencoders☆12Updated last year
- Gaussian processes on graphs and lattices in Stan.☆17Updated last month
- R-package for building and fitting Bayesian ODE models in Stan☆27Updated 8 months ago
- The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.☆16Updated 2 years ago
- ☆22Updated 2 years ago
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆64Updated 2 months ago
- Towards a more flexible BART☆22Updated this week
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- Conformal Bayes with importance sampling☆21Updated 3 years ago
- Real-Time Use of a Dynamic Model to Measure the Impact of Public Health Interventions on Measles Outbreak Size and Duration — Chicago, Il…☆13Updated 6 months ago
- Self-tuning HMC algorithms and evaluations☆19Updated 7 months ago
- ☆54Updated 2 years ago
- ☆10Updated 7 months ago
- Gaussian Markov Random Fields (GMRFs) and Integrated Nested Laplace Approximation (INLA)☆22Updated last year
- GP nowcasting for Brazil Covid-19 mortality☆9Updated 9 months ago
- Implementation of GP-BART algorithm.☆16Updated last year
- An R package for Bayes Linear emulation and history matching.☆16Updated 2 months ago
- Python package for multi-signal Bayesian renewal modeling with JAX and NumPyro.☆16Updated last week
- Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD thesis, Imperial College London, 2023)☆16Updated 4 months ago
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Updated 4 years ago
- A simple library to run variational inference on Stan models.☆30Updated 2 years ago
- ☆11Updated this week
- Home for the book-in-progress 'Bayesian Learning'☆28Updated 2 weeks ago
- Endo A. et al., "Introduction to the particle Markov-chain Monte Carlo." Epidemics, 2019.☆12Updated 2 years ago
- Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"☆13Updated 2 years ago
- Tools for generalized quantile modeling☆15Updated 2 years ago
- Fit stochastic differential equation models with time-varying parameters☆15Updated last week
- ☆22Updated this week
- Bayesian Modelling in Epidemiology Case Line Lists☆13Updated 11 months ago
- Fit, evaluate, and visualise generalised additive models (GAMs) in native Julia☆28Updated 9 months ago