Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
☆237Nov 16, 2023Updated 2 years ago
Alternatives and similar repositories for metnet3-pytorch
Users that are interested in metnet3-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of "metnet3" in Pytorch☆39Updated this week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆293Mar 16, 2026Updated last week
- A list of Precipitation Nowcasting papers and related resources.☆178Dec 16, 2024Updated last year
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆286Mar 16, 2026Updated last week
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated last week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆279Mar 16, 2026Updated last week
- 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
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Dec 8, 2022Updated 3 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆41Apr 2, 2025Updated 11 months ago
- Official implementation of Score-based Data Assimilation☆88Jan 12, 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
- WeatherFusionNet - our solution to the NeurIPS 2022 Weather4cast competition☆33Nov 30, 2023Updated 2 years ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆25Dec 9, 2024Updated last year
- Hybrid ML + physics model of the Earth's atmosphere☆957Updated this week
- Download, process and plot data from the ICON global model used at DWD☆25Mar 8, 2023Updated 3 years ago
- Initial public release of code, data, and model weights for FourCastNet☆656Oct 2, 2023Updated 2 years ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆250Mar 16, 2026Updated last week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆117Mar 26, 2024Updated last year
- ☆28Apr 10, 2025Updated 11 months ago
- ☆41Oct 21, 2021Updated 4 years ago
- Subseasonal forecasting models☆56Feb 4, 2025Updated last year
- Testing out Diffusion-based models for weather and PV forecasting☆18Mar 16, 2026Updated last week
- A collection of research papers on Diffusion Models for Weather Forecasting.☆243Jul 15, 2025Updated 8 months ago
- Official implementation of Earthformer☆440Jul 16, 2023Updated 2 years ago
- Latent diffusion for generative precipitation nowcasting☆141Jul 10, 2023Updated 2 years ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆344Jun 23, 2025Updated 9 months ago
- NeuralGCM's differentiable dycore☆319Mar 2, 2026Updated 3 weeks ago
- Implementation of the Aurora model for Earth system forecasting☆853Nov 20, 2025Updated 4 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated last year
- IMPROVER is a library of algorithms for meteorological post-processing.☆121Updated this week
- Python framework for short-term ensemble prediction systems.☆551Feb 27, 2026Updated 3 weeks ago
- Foundation model for weather & climate☆685Sep 30, 2023Updated 2 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆190Jan 3, 2025Updated last year
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆120Sep 18, 2025Updated 6 months ago
- Massively parallel training of machine-learning based weather and climate models☆362Updated this week
- ☆6,562Nov 10, 2025Updated 4 months ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- A benchmark dataset for data-driven weather forecasting☆815Dec 8, 2023Updated 2 years ago