Gaussian Markov Random Fields (GMRFs) and Integrated Nested Laplace Approximation (INLA)
☆22Apr 17, 2024Updated last year
Alternatives and similar repositories for gmrfs
Users that are interested in gmrfs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code of PriorVAE: encoding spatial priors with variational autoencoders☆12Jul 13, 2023Updated 2 years ago
- Tidy autoregressive inference in JAX☆15Sep 1, 2025Updated 7 months ago
- The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.☆16Jun 2, 2022Updated 3 years ago
- A JAX implementation of stochastic addition.☆14Aug 15, 2022Updated 3 years ago
- Code to reproduce experiments in Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows☆14May 23, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space☆14Jun 20, 2023Updated 2 years ago
- An HMC/NUTS implementation in Aesara☆31Jun 22, 2023Updated 2 years ago
- ☆10Feb 9, 2026Updated 2 months ago
- ☆16Apr 8, 2025Updated last year
- An R package to help assess the sensitivity of a Bayesian model (fitted with Stan) to the specification of its likelihood and priors☆11Apr 8, 2025Updated last year
- Sampling with Blackjax on Aesara☆11Mar 10, 2023Updated 3 years ago
- In which I learn about score functions and how they can be used to generate data.☆16Apr 5, 2024Updated 2 years ago
- Einsum-like high-level array sharding API for JAX☆34Jul 16, 2024Updated last year
- ☆18Apr 2, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- R code to replicate analyses in Clark et al 2025 (Beyond single-species models: leveraging multispecies forecasts to navigate the dynamic…☆15Feb 19, 2025Updated last year
- Uncertainty quantification with PyTorch☆377Apr 1, 2026Updated last week
- Turn jitted jax functions back into python source code☆23Dec 16, 2024Updated last year
- ☆10Sep 30, 2025Updated 6 months ago
- Repo for code for "Unrepresentative Surveys Significantly Overestimate Vaccine Uptake in the US"☆15Dec 18, 2021Updated 4 years ago
- Excess deaths due to COVID-19 pandemic in 2020☆11Jan 27, 2022Updated 4 years ago
- Schedule free optimiser implemented in JAX using Optimistix☆15May 29, 2024Updated last year
- Bayesian Modelling in Epidemiology Case Line Lists☆14Oct 7, 2025Updated 6 months ago
- Code for Gaussian Score Matching Variational Inference☆34Feb 23, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD thesis, Imperial College London, 2023)☆16Nov 11, 2025Updated 5 months ago
- Monitor MCMC runs in the browser☆37Feb 8, 2024Updated 2 years ago
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆36Dec 19, 2025Updated 3 months ago
- Understanding the 2016 US Presidential Election using ecological inference and distribution regression with census microdata☆17Sep 29, 2017Updated 8 years ago
- State of the art inference for your bayesian models.☆237Jan 14, 2026Updated 2 months ago
- An R package for Bayes Linear emulation and history matching.☆18Dec 1, 2025Updated 4 months ago
- Estimate epidemiological delay distributions with brms☆15Updated this week
- ☆11Updated this week
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆312Updated this week
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Fast, simple, cryptographically strong random numbers in C++. Experimental.☆19Dec 12, 2013Updated 12 years ago
- Course on nowcasting and forecasting of infectious disease dynamics☆23Mar 2, 2026Updated last month
- Short course on parametric survival analysis☆15Nov 22, 2024Updated last year
- Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"☆13May 18, 2022Updated 3 years ago
- Tools for basic signal processing in epidemiology☆12Updated this week
- Real-Time Use of a Dynamic Model to Measure the Impact of Public Health Interventions on Measles Outbreak Size and Duration — Chicago, Il…☆17Oct 31, 2024Updated last year
- A Beginner's Guide to Variational Inference☆18Apr 19, 2025Updated 11 months ago