Bayesian Neural Field models for prediction in large-scale spatiotemporal datasets
☆152Sep 12, 2024Updated 2 years ago
Alternatives and similar repositories for bayesnf
Users that are interested in bayesnf are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Automated Bayesian model discovery for time series data☆90Jun 19, 2026Updated 3 months ago
- A professional list of Papers on AI for Spatial Interpolation in AI conferences and journals.☆19Jul 29, 2024Updated 2 years ago
- SXL: Spatially explicit learning of geographic processes with auxiliary tasks☆15Nov 26, 2021Updated 4 years ago
- Step size adaptation for the No-U-Turn Sampler☆29Nov 25, 2025Updated 10 months ago
- Inference Combinators in JAX☆54May 17, 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. Zero configuration with optimized deployments.
- ☆17Mar 24, 2026Updated 6 months ago
- Code of PriorVAE: encoding spatial priors with variational autoencoders☆13Jul 13, 2023Updated 3 years ago
- Iterative heuristics for endogenous spatial regimes delineation (IJGIS 2023)☆13Dec 27, 2024Updated last year
- Spatial Implicit Neural Representations for Global-Scale Species Mapping - ICML 2023☆60Aug 5, 2024Updated 2 years ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated last year
- Official code for the paper 'Spatial-temporal Forecasting for Regions without Observations'☆16Nov 9, 2025Updated 11 months ago
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆19Jun 2, 2024Updated 2 years ago
- Biomass modeling and mapping of forest biomass in the boreal using NASA's ICESat-2☆18Oct 10, 2026Updated last week
- ☆13Sep 9, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆14Sep 11, 2022Updated 4 years ago
- Framework for geospatial research CNN development.☆11Apr 10, 2021Updated 5 years ago
- Code for Heaton et al (in JABES, 2018)☆33Dec 22, 2018Updated 7 years ago
- A Visualization of Spatial Autocorrelation☆14Dec 11, 2025Updated 10 months ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Feb 5, 2023Updated 3 years ago
- ☆14Jan 14, 2017Updated 9 years ago
- Non-linear numeric interpolation☆17Dec 24, 2024Updated last year
- Official implementation of the CVPR23 paper: Robust and Scalable Gaussian Process Regression and Its Applications☆10Jun 7, 2023Updated 3 years ago
- Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD thesis, Imperial College London, 2023)☆16Nov 11, 2025Updated 11 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This code uses the algebra solver in Stan (https://mc-stan.org/) to find the parameters of a distribution that produce a desired tail beh…☆29Jul 23, 2019Updated 7 years ago
- Probabilistic Finite Volume Method based on Affine Gaussian Process inference☆11Jun 10, 2024Updated 2 years ago
- xarray accessor and zarr codec for working with video data☆20Jul 10, 2026Updated 3 months ago
- A 20 minute talk given at R/Medicine 2020☆15Sep 14, 2020Updated 6 years ago
- Python script that can be used to generate latitude/longitude coordinates for GOES-16 full-disk extent.☆10Jan 26, 2022Updated 4 years ago
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆60Nov 1, 2022Updated 3 years ago
- Shiny Without a Server: webR & Shinylive - Jumping Rivers Shiny in Production Conference 2023☆19Oct 30, 2023Updated 2 years ago
- Search for POIs using ArcGIS Places Services from R. Query locations within an extent or near a point. Filter based on search text or tho…☆13Jul 11, 2026Updated 3 months ago
- Spatially Correlated, Approximate Modelling of Point patterns in R☆17Mar 13, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆39May 29, 2023Updated 3 years ago
- ☆12Sep 11, 2023Updated 3 years ago
- Probabilistic programming with programmable inference for parallel accelerators.☆57Mar 19, 2026Updated 6 months ago
- Partitioning spectral diversity.☆14Mar 25, 2022Updated 4 years ago
- ☆19May 21, 2025Updated last year
- Bayesian tools for reconstructing past demography☆15May 27, 2024Updated 2 years ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆72Aug 13, 2024Updated 2 years ago