A benchmark for the next generation of data-driven global weather models.
☆630Aug 1, 2026Updated last week
Alternatives and similar repositories for weatherbench2
Users that are interested in weatherbench2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- NeuralGCM's differentiable dycore☆334Updated this week
- Hybrid ML + physics model of the Earth's atmosphere☆1,006Jul 14, 2026Updated last month
- A benchmark dataset for data-driven weather forecasting☆834Dec 8, 2023Updated 2 years ago
- Run AI-based weather forecasting models with ECMWF data☆584Aug 6, 2026Updated last week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆303Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A modular framework for evaluating weather forecasts☆237Updated this week
- 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
- Initial public release of code, data, and model weights for FourCastNet☆696Oct 2, 2023Updated 2 years ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆497Aug 6, 2026Updated last week
- Source code for ClimateLearn☆354Mar 16, 2024Updated 2 years ago
- Foundation model for weather & climate☆709Sep 30, 2023Updated 2 years ago
- Implementation of the Aurora model for Earth system forecasting☆997Aug 4, 2026Updated last week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆119Mar 26, 2024Updated 2 years ago
- Massively parallel training of machine-learning based weather and climate models☆398Updated this week
- 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.
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆302Updated this week
- An official implementation of Pangu-Weather☆1,381Jan 12, 2024Updated 2 years ago
- ☆85Mar 17, 2025Updated last year
- A cascade machine learning forecasting system for 15-day global weather forecast☆182Jun 18, 2026Updated last month
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆373Jun 23, 2025Updated last year
- ☆116Sep 24, 2024Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆98Apr 17, 2025Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆284Updated this week
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆241Nov 16, 2023Updated 2 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.
- ☆7,490Updated this week
- A collection of research papers on Diffusion Models for Weather Forecasting.☆258Jul 15, 2025Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆126Mar 18, 2025Updated last year
- ☆73Feb 13, 2024Updated 2 years ago
- Differentiable signal processing on the sphere for PyTorch☆693Updated this week
- Official implementation of Earthformer☆466Jul 16, 2023Updated 3 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆96Jan 30, 2026Updated 6 months ago
- Latent diffusion for generative precipitation nowcasting☆146Jul 10, 2023Updated 3 years 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 3 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.
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆165Feb 3, 2025Updated last year
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆238Updated this week
- ☆53Feb 28, 2026Updated 5 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆126Updated this week
- ☆114Apr 23, 2024Updated 2 years ago
- Distributed Xarray with Apache Beam☆170Aug 6, 2026Updated last week
- ☆36Jan 23, 2023Updated 3 years ago