PyTorch Implementation of Google Research's MetNet and MetNet-2
☆290Updated this week
Alternatives and similar repositories for metnet
Users that are interested in metnet are comparing it to the libraries listed below
Sorting:
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆275Updated this week
- A MetNet implementation in Pytorch and fastai☆31Jun 29, 2021Updated 4 years ago
- A list of Precipitation Nowcasting papers and related resources.☆178Dec 16, 2024Updated last year
- A benchmark for the next generation of data-driven global weather models.☆591Jan 16, 2026Updated last month
- Latent diffusion for generative precipitation nowcasting☆140Jul 10, 2023Updated 2 years ago
- Official implementation of Earthformer☆439Jul 16, 2023Updated 2 years ago
- An implementation of "metnet3" in Pytorch☆38Jan 30, 2026Updated last month
- Run AI-based weather forecasting models with ECMWF data☆556Dec 17, 2025Updated 2 months ago
- This is the repo for global precipitation nowcasting using IMERG dataset.☆16Feb 18, 2024Updated 2 years ago
- Initial public release of code, data, and model weights for FourCastNet☆655Oct 2, 2023Updated 2 years ago
- ☆27Aug 29, 2022Updated 3 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆284Updated this week
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Dec 8, 2022Updated 3 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆285Mar 13, 2025Updated 11 months ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆193Oct 9, 2019Updated 6 years ago
- ☆41Oct 21, 2021Updated 4 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Mar 24, 2023Updated 2 years ago
- A benchmark dataset for data-driven weather forecasting☆812Dec 8, 2023Updated 2 years ago
- Satellite Optical Flow with machine learning models☆63Nov 13, 2023Updated 2 years ago
- Python framework for short-term ensemble prediction systems.☆548Updated this week
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆145Jun 1, 2021Updated 4 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 3 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆159Dec 20, 2023Updated 2 years ago
- Foundation model for weather & climate☆681Sep 30, 2023Updated 2 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆93Oct 22, 2020Updated 5 years ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆24Dec 9, 2024Updated last year
- ☆113Sep 24, 2024Updated last year
- ☆35Jan 23, 2023Updated 3 years ago
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆42Nov 29, 2022Updated 3 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆14Dec 4, 2023Updated 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
- An official implementation of Pangu-Weather☆1,314Jan 12, 2024Updated 2 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆18Updated this week
- ☆17Feb 14, 2024Updated 2 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆117Sep 18, 2025Updated 5 months ago
- Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF …☆704Feb 12, 2026Updated 2 weeks ago
- Towerpy is an open-source toolbox for processing polarimetric weather radar data☆28Jan 13, 2026Updated last month
- The C++ and R packages for parallel ensemble forecasts using Analog Ensemble☆18Jul 24, 2023Updated 2 years ago
- ☆30Apr 15, 2024Updated last year