AaltoPML / spatiotemporal-graph-kernelsLinks
The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.
☆16Updated 3 years ago
Alternatives and similar repositories for spatiotemporal-graph-kernels
Users that are interested in spatiotemporal-graph-kernels are comparing it to the libraries listed below
Sorting:
- Code of PriorVAE: encoding spatial priors with variational autoencoders☆12Updated 2 years ago
- 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
- An R package for Bayes Linear emulation and history matching.☆17Updated 3 weeks ago
- Conformal Bayes with importance sampling☆23Updated 4 years ago
- ☆24Updated 3 years ago
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆70Updated 10 months ago
- Optimised estimates of reproduction numbers over time, which extract more information from an incidence curve than many conventional appr…☆22Updated 2 years ago
- Tools for generalized quantile modeling☆15Updated 3 years ago
- ☆15Updated 4 years ago
- Gaussian processes on graphs and lattices in Stan.☆19Updated 9 months ago
- Some code for monkeypox☆10Updated 2 years ago
- A Bayesian model for time-series count data with weekend effects and a lagged reporting process☆10Updated 3 years ago
- Endo A. et al., "Introduction to the particle Markov-chain Monte Carlo." Epidemics, 2019.☆13Updated 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…☆16Updated last year
- Tools for basic signal processing in epidemiology☆12Updated last week
- Data and statistical models for biomarker shedding.☆15Updated 3 weeks ago
- Home for the book-in-progress 'Bayesian Learning'☆28Updated last month
- ☆10Updated 2 months ago
- Influpaint : Inpainting denoising diffusion probabilistic models for infectious disease (such as influenza) forecasting☆14Updated last month
- Code and data for the manuscript "Optimal, near-optimal, and robust epidemic control"☆11Updated 3 years ago
- R package to perform statistical inference in generative models using the Wasserstein distance (requires CGAL)☆28Updated 5 years ago
- Code and data for On the Predictability of Infectious Disease Outbreaks by SV Scarpino & G Petri☆22Updated 2 months ago
- Repo for code from the SBC paper☆24Updated 6 years ago
- This tutorial is a basic guide to understanding the Zig-Zag Sampling method. This document is released with the aim of diffusion and shar…☆22Updated 6 years ago
- ☆19Updated last week
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- Models and infrastructure for forecasting respiratory disease hospitalizations using wastewater data with PyRenew.☆16Updated last week
- Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD thesis, Imperial College London, 2023)☆16Updated last month
- Materials for the course on Bayesian model building run at Second Faculty of Medicine at Charles University in Prague☆11Updated last year