Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
☆286Mar 16, 2026Updated this week
Alternatives and similar repositories for graph_weather
Users that are interested in graph_weather are comparing it to the libraries listed below
Sorting:
- A benchmark for the next generation of data-driven global weather models.☆591Jan 16, 2026Updated 2 months ago
- Run AI-based weather forecasting models with ECMWF data☆563Dec 17, 2025Updated 3 months ago
- Testing out Diffusion-based models for weather and PV forecasting☆18Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆244Mar 15, 2026Updated last week
- A benchmark dataset for data-driven weather forecasting☆814Dec 8, 2023Updated 2 years ago
- Source code for ClimateLearn☆352Mar 16, 2024Updated 2 years ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆254Jan 28, 2026Updated last month
- Initial public release of code for KARINA☆13Oct 2, 2024Updated last year
- Initial public release of code, data, and model weights for FourCastNet☆656Oct 2, 2023Updated 2 years ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆455Updated this week
- Hybrid ML + physics model of the Earth's atmosphere☆957Updated this week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆292Mar 9, 2026Updated last week
- OCF's DataPipe based dataloader for training and inference☆14Jun 2, 2025Updated 9 months ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆344Jun 23, 2025Updated 8 months ago
- An implementation of "metnet3" in Pytorch☆39Jan 30, 2026Updated last month
- ☆51Feb 28, 2026Updated 3 weeks ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆121Mar 18, 2025Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Updated this week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆117Mar 26, 2024Updated last year
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆278Updated this week
- [NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling☆189Feb 4, 2025Updated last year
- ☆47Mar 13, 2025Updated last year
- NeuralGCM's differentiable dycore☆319Mar 2, 2026Updated 2 weeks ago
- ☆45Dec 19, 2024Updated last year
- Tooling for creating, visualising and storing data-driven weather-model graphs☆27Mar 9, 2026Updated last week
- Official implementation of Earthformer☆440Jul 16, 2023Updated 2 years ago
- ☆26Mar 10, 2024Updated 2 years ago
- Microservice for consuming NWP data.☆17Dec 31, 2025Updated 2 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆95Apr 17, 2025Updated 11 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Apr 2, 2025Updated 11 months ago
- A modular framework for evaluating weather forecasts☆191Updated this week
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43May 2, 2024Updated last year
- Foundation model for weather & climate☆685Sep 30, 2023Updated 2 years ago
- ☆78Mar 17, 2025Updated last year
- ☆49Jan 9, 2025Updated last year
- An official implementation of Pangu-Weather☆1,324Jan 12, 2024Updated 2 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Mar 24, 2023Updated 2 years ago
- Massively parallel training of machine-learning based weather and climate models☆362Updated this week
- ☆30Apr 15, 2024Updated last year