A benchmark dataset for data-driven weather forecasting
☆824Dec 8, 2023Updated 2 years ago
Alternatives and similar repositories for WeatherBench
Users that are interested in WeatherBench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A benchmark for the next generation of data-driven global weather models.☆605Apr 22, 2026Updated last week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆291Updated this week
- ☆204Mar 12, 2025Updated last year
- Python package for easy access to weather and climate data☆388Nov 13, 2024Updated last year
- Source code for ClimateLearn☆353Mar 16, 2024Updated 2 years ago
- 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.
- Deep learning models for global weather prediction on a cubed sphere☆95Oct 3, 2020Updated 5 years ago
- Run AI-based weather forecasting models with ECMWF data☆576Dec 17, 2025Updated 4 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Mar 24, 2023Updated 3 years ago
- The open-source solutions of FourCastNet and GraphCast☆378Apr 18, 2023Updated 3 years ago
- Initial public release of code, data, and model weights for FourCastNet☆667Oct 2, 2023Updated 2 years ago
- Python framework for short-term ensemble prediction systems.☆558Apr 21, 2026Updated last week
- An official implementation of Pangu-Weather☆1,345Jan 12, 2024Updated 2 years ago
- Official implementation of Earthformer☆450Jul 16, 2023Updated 2 years ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆272Updated this week
- 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.
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆294Apr 20, 2026Updated last week
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆191Jan 3, 2025Updated last year
- Foundation model for weather & climate☆690Sep 30, 2023Updated 2 years ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆351Jun 23, 2025Updated 10 months ago
- ☆112Apr 23, 2024Updated 2 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆153Oct 17, 2025Updated 6 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆39Sep 13, 2023Updated 2 years ago
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆132Mar 6, 2022Updated 4 years ago
- post-processing experiments with neural networks☆64Nov 23, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆469Mar 26, 2026Updated last month
- NeuralGCM's differentiable dycore☆322Apr 15, 2026Updated 2 weeks ago
- OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning☆1,095Mar 1, 2026Updated 2 months ago
- pytorch implemention of trajGRU.☆593Jun 22, 2019Updated 6 years ago
- Hybrid ML + physics model of the Earth's atmosphere☆967Apr 21, 2026Updated last week
- Statistical climate downscaling in Python☆194Apr 6, 2026Updated 3 weeks ago
- ☆31Apr 15, 2024Updated 2 years ago
- Verification of weather and climate forecasts☆256Apr 8, 2026Updated 3 weeks ago
- Metrics for verifying forecasts☆237Apr 6, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ML Datasets Catalog☆60Jul 16, 2023Updated 2 years ago
- A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes☆455Apr 8, 2026Updated 3 weeks ago
- ☆81Mar 17, 2025Updated last year
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆291Feb 3, 2025Updated last year
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Feb 11, 2026Updated 2 months ago
- ☆40Feb 18, 2021Updated 5 years ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆249Jul 15, 2025Updated 9 months ago