SLAMS: Score-based Latent Assimilation in Multimodal Setting
☆46May 20, 2024Updated 2 years ago
Alternatives and similar repositories for SLAMS
Users that are interested in SLAMS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of Score-based Data Assimilation☆92Jan 12, 2024Updated 2 years ago
- ☆42Jun 29, 2025Updated last year
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆21Jan 8, 2026Updated 9 months ago
- Using generative AI for eddy-resolving multi-modal surface ocean state estimation☆21Jun 4, 2025Updated last year
- Uncertainty quantification for data-driven weather models.☆15Apr 9, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆47Oct 29, 2026Updated last week
- PyTorch library to perform Koopman causality☆18May 12, 2026Updated 5 months ago
- Quasigeostrophic model in JAX (port of PyQG)☆21Sep 24, 2026Updated last month
- Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.☆38Apr 21, 2025Updated last year
- ☆15Apr 29, 2026Updated 6 months ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆68Apr 22, 2026Updated 6 months ago
- ☆52Mar 13, 2025Updated last year
- A generative foundation model for the kilometer-scale atmosphere☆111Oct 3, 2026Updated last month
- Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …☆14Sep 28, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆36Nov 6, 2024Updated 2 years ago
- Numcodecs-compatible data quantizer and compressor designed for multi-level, gridded meteorological arrays☆17Feb 1, 2026Updated 9 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆257Jan 28, 2026Updated 9 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆130Updated this week
- Tools for converting Unified Forecast System (UFS) output to Analysis Ready, Cloud Optimized (ARCO) format☆19Oct 29, 2026Updated last week
- Benchmarking tools for applying AI/ML to data assimilation☆32Updated this week
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- [NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation☆14Mar 4, 2025Updated last year
- Large Eddy Simulation in JAX☆18Mar 14, 2026Updated 7 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official repository of "WaveSim: A Wavelet-based Multi-scale Similarity Metric for Weather and Climate Fields"☆15Oct 8, 2026Updated 3 weeks ago
- ☆26Feb 25, 2025Updated last year
- ☆55Jan 9, 2025Updated last year
- MVP for opening xarray datasets from cloud zarr stores in a single thread with asyncio loops☆23Aug 6, 2023Updated 3 years ago
- Suite of tools for extracting and analysing physical cloud properties from Sentinel-2 satellite imagery☆15Oct 28, 2026Updated last week
- The ecosystem of geospatial machine learning tools in the Pangeo world.☆12Mar 17, 2025Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated 7 months ago
- An R-based command line tool designed to prepare climate inputs for WEPP, which has been extended to perform other general functions such…☆14Jan 7, 2026Updated 9 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆305Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆28Jul 3, 2023Updated 3 years ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆10May 5, 2025Updated last year
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆119Mar 26, 2024Updated 2 years ago
- The latent data assimilation methods for global atmosphere with the resolution of 1.41 degree.☆16Mar 6, 2026Updated 8 months ago
- The public repo for the source code of WindBorne's WeatherMesh-3☆28Jun 5, 2026Updated 5 months ago
- Reformat datasets into zarr☆13Jun 10, 2025Updated last year
- SRViT: Satellite to Radar Vision Transformer☆12Jun 28, 2024Updated 2 years ago