Run AI NWP forecasts hassle-free, serverless in the cloud!
☆119Mar 26, 2024Updated 2 years ago
Alternatives and similar repositories for ai-models-for-all
Users that are interested in ai-models-for-all are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆67Jul 8, 2026Updated last month
- Run AI-based weather forecasting models with ECMWF data☆583Aug 6, 2026Updated last week
- GraphCastGFS☆32Feb 9, 2026Updated 6 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆256Jan 28, 2026Updated 6 months ago
- A benchmark for the next generation of data-driven global weather models.☆631Aug 1, 2026Updated 2 weeks ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆15Apr 29, 2026Updated 3 months ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆498Aug 6, 2026Updated last week
- 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 3 months ago
- ☆13Jan 29, 2022Updated 4 years ago
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆147May 10, 2025Updated last year
- Lazily open petabyte-scale GRIB datasets consisting of trillions of GRIB messages from xarray☆46Mar 31, 2025Updated last year
- Distributed Xarray with Apache Beam☆170Aug 6, 2026Updated last week
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- NeuralGCM's differentiable dycore☆334Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Code for creating weather forecast data cubes with a Modal serverless pipeline☆25Oct 27, 2025Updated 9 months ago
- This extension helps users open STAC Assets with xarray. It gives a place for catalog maintainers to specify various required or recommen…☆19Jun 4, 2025Updated last year
- Metrics for verifying forecasts☆243Jul 24, 2026Updated 3 weeks ago
- MVP for opening xarray datasets from cloud zarr stores in a single thread with asyncio loops☆23Aug 6, 2023Updated 3 years ago
- The ecosystem of geospatial machine learning tools in the Pangeo world.☆12Mar 17, 2025Updated last year
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆241Nov 16, 2023Updated 2 years ago
- An Autoregressive Consistency Model for Efficient Weather Forecasting☆23Oct 15, 2025Updated 10 months ago
- Building a Zarr data cube using serverless cloud compute☆56Sep 2, 2025Updated 11 months ago
- Central repository for xarray-contrib organization☆11Aug 26, 2022Updated 3 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.
- Read GRIB files with Rust☆74Updated this week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆303Updated this week
- Batch generation from xarray datasets☆196Jul 6, 2026Updated last month
- [ICML 2026] U-Cast: A Surprisingly Simple and Efficient Frontier Probabilistic AI Weather Forecaster☆39Jun 5, 2026Updated 2 months ago
- Source code for ClimateLearn☆354Mar 16, 2024Updated 2 years ago
- A modular framework for evaluating weather forecasts☆237Updated this week
- Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)☆23Sep 29, 2025Updated 10 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆126Updated this week
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆30Jul 9, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆85Mar 17, 2025Updated last year
- Initial public release of code, data, and model weights for FourCastNet☆696Oct 2, 2023Updated 2 years ago
- Hybrid ML + physics model of the Earth's atmosphere☆1,006Jul 14, 2026Updated last month
- Xarray extension for managing geospatial coordinate reference systems☆43Mar 1, 2026Updated 5 months ago
- Global Ocean Emulator☆24Mar 17, 2025Updated last year
- Tool for writing large xarray datasets to zarr stores with independent processes☆31Jul 31, 2026Updated 2 weeks ago
- GCM Physics written in JAX☆104Updated this week